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Identification

Personal identification

Full name
Sandro Filipe Monteiro Queirós
Gender
Male

Citation names

  • Queirós, Sandro

Author identifiers

Ciência ID
EE19-C3D7-77E8
ORCID iD
0000-0001-5259-1891
Google Scholar ID
zbzzJfUAAAAJ
Researcher Id
T-5284-2018
Scopus Author Id
55785219100

Email addresses

  • sandroqueiros@med.uminho.pt (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Medical Engineering
  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Electrical and Electronic Engineering
  • Medical and Health Sciences - Clinical Medicine - Cardiac and Cardiovascular Systems
  • Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Portuguese (Mother tongue)
Education
Degree Classification
2019/06/12 - 2019/06/12
Concluded
 Medical Devices: from regulation to practice (Outros)
Clinical Academic Center - Braga (2CA-Braga), Portugal
2014/02 - 2018/06
Concluded
 Engenharia Biomédica (Doutoramento)
Universidade do Minho Escola de Engenharia, Portugal

Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium
"Real-time segmentation and tracking of 3D transesophageal echocardiographic images to improve transcatheter aortic valve implantation" (THESIS/DISSERTATION)
 Very good (highest)
2008/09 - 2013/09
Concluded
 Engenharia Biomédica (Mestrado integrado)
Universidade do Minho Escola de Engenharia, Portugal
"Fast fully automatic myocardial segmentation in 4D cine cardiac magnetic resonance datasets" (THESIS/DISSERTATION)
 18,7
Affiliation

Science

Category
Host institution 		Employer
2020/06/15 - Current Contracted Researcher (Research) Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2018/12/15 - 2020/06/14 Postdoc (Research) Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2010/10/04 - 2018/12/14 Researcher (Research) Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2014/02/01 - 2018/10/31 Researcher (Research) Universidade do Minho Centro ALGORITMI, Portugal
2012/09/03 - 2018/06/05 Researcher (Research) Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium

Teaching in Higher Education

Category
Host institution 		Employer
2016/09/26 - 2019/09/25 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal

Others

Category
Host institution 		Employer
2012/09 - 2013/02 Erasmus Mundus Programme - Project: “Application of a novel real-time left ventricular 3D myocardial segmentation approach to cine MR data" Katholieke Universiteit Leuven Faculteit Ingenieurswetenschappen, Belgium
Medical Imaging Research Center (MIRC), Belgium
Projects

Grant

Designation Funders
2025/01/01 - Current Towards whole-heart cardiac function quantification from 2D echocardiographic sequences
2024.03683.BD
Supervisor
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium
Fundação para a Ciência e a Tecnologia
Ongoing
2018/08/01 - 2018/10/31 Easy Ride: Experience is everything
039334
Post-doc Fellow
Universidade do Minho Centro ALGORITMI, Portugal

Bosch Car Multimedia Portugal, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2018/03/01 - 2018/07/31 INNOVCAR: Inovação para veículos inteligentes
POCI-01-0247-FEDER-002797
Research Fellow
Universidade do Minho Centro ALGORITMI, Portugal

Bosch Car Multimedia Portugal, Portugal
Fundação para a Ciência e a Tecnologia

Agência para o Investimento e Comércio Externo de Portugal
Concluded
2014/02/01 - 2018/01/31 Real-time segmentation and tracking of 3D transesophageal echocardiographic images to improve Transcatheter Aortic Valve Implantation
SFRH/BD/93443/2013
PhD Student Fellow
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium
Fundação para a Ciência e a Tecnologia
Concluded
2012/01 - 2012/06 3D pectus system: automatic and personalized molding/bending of surgical prosthesis with embedded stabilizers, without radiation, and virtual simulation of the postsurgical cosmetic outcome
PTDC/SAU-BEB/103368/2008
Research Fellow
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded

Contract

Designation Funders
2025/04/01 - Current Malaria therapeutic failure prediction using machine learning
2024.07292.IACDC
Researcher
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2022/01 - Current Development of novel devices and instruments for navigation and image-guided surgery
NA
Researcher
Instituto Politécnico do Cávado e do Ave Laboratório de Inteligência Artificial Aplicada, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
Karl Storz GmbH & Co KG
Ongoing
2021/03/29 - Current Automating analysis and training in Focused Cardiac Ultrasound
PTDC/EMD-EMD/1140/2020
Principal investigator
Laboratório Associado ICVS 3B's, Portugal

Universidade do Minho, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2020/06/15 - 2026/06/14 Automating the assessment of cancer therapeutics-related cardiac dysfunction: a multimodality imaging approach
10.54499/CEECIND/03064/2018/CP1581/CT0017
Principal investigator
Universidade do Minho, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2021/07 - 2023/12 HEALTH-UNORTE: Setting-up biobanks and regenerative medicine strategies to boost research in cardiovascular, musculoskeletal, neurological, oncological, immunological and infectious diseases
NORTE-01-0145-FEDER-000039
Researcher
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Universidade do Porto, Portugal

Universidade de Trás-os-Montes e Alto Douro, Portugal
Comissao de Coordenacao e Desenvolvimento Regional do Norte
Concluded
2019/03 - 2022/02 MCI-CANCER: Multimodality cancer imaging approach to cancer therapeutics-related cardiac dysfunction
MCI-CANCER
Researcher
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Laboratório Associado ICVS 3B's, Portugal
Clinical Academic Center - Braga (2CA-Braga)
Concluded
2016/04/01 - 2020/10/31 New avenues for the development of personalized medical interventions for neurological, oncologic and surgical disorders - PersonalizedNOS
NORTE-01-0145-FEDER-000013
Researcher
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Laboratório Associado ICVS 3B's, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2014/03 - 2015/08 Towards Smarter Cardiac Interventional Navigation using MRI-derived Personalized Models for RT 3D Ultrasound Interpretation
EXPL/BBB-BMD/2473/2013
Researcher
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2014/03 - 2015/02 Digital Impression System for Dental Prosthesis
EXPL/BBB-BMD/2146/2013
Researcher
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Conference abstract
  1. Galazis, C.; Shepperd, S.; Brouwer, E.; Queirós, Sandro; Alskaf, E.; Anjari, M.; Chiribiri, A.; et al. "Advancing left atrial MRI evaluation: 3D motion atlas characterization using an unsupervised image registration network". Paper presented in Global CMR Conference 2024, London, 2024.
    Published
  2. Freitas, João; Gomes-Fonseca, João; Correia-Pinto, Jorge; Fonseca, Jaime; Queirós, Sandro. "Automatic Generation of Multi-View Synthetic Echocardiographic Images". Paper presented in 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2023), Paris, 2023.
    Published
  3. Malainho, Bárbara; Rodrigues, Catarina; Tonelli, Ana Cláudia; Santanchè, André; Carvalho-Filho, Marco A.; Fonseca, Jaime; Queirós, Sandro. "Automatic Interpretation of Point-of-care Lung Ultrasound using Deep Learning". Paper presented in 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2023), Paris, 2023.
    Published
  4. Cruz-Moreira, Daniela; Gomes, C. F.; Queirós, Sandro; Guy, A. A.; Teclavers, S.; Markaki, A. E.; Pirraco, R. P.. "Laser-based substractive manufacturing for tissue engineering". Paper presented in Tissue Engineering and Regenerative Medicine International Society (TERMIS) European Chapter Conference 2022, Kraków, 2022.
    Published
  5. Pires, C. M.; Passos, R.; Medeiros, P.; Oliveira, C.; Flores, R.; Mané, F.; Silva, R.; et al. "Temporal characterization of ventricular function and deformation after Takotsubo syndrome using cardiovascular magnetic resonance imaging". Paper presented in Congresso Português de Cardiologia, 2021.
    Published
  6. Gonçalves, C. S.; Castro, J. V.; Xavier-Magalhães, A.; Martins, E. P.; Pojo, M.; Queirós, S.; Chautard, E.; et al. "Deciphering key roles of WNT6 in glioblastoma: mechanistic, functional and clinical insight". Paper presented in XI Congresso Nacional da Associação Portuguesa de Neuro Oncologia, Lisbon, 2019.
    Published
  7. Morais, Pedro; Vilaça, João L.; Queirós, Sandro; D'hooge, Jan; Tavares, João M.R.S.. "Automatic segmentation of the atrial region using a competitive deformable model approach". Paper presented in Virtual Physiological Human 2018 (VPH 2018), Zaragoza, 2018.
    Published
  8. Morais, Pedro; Vilaça, João L.; Queirós, Sandro; Jan D'hooge; Tavares, João M.R.S.. "Semi-automatic segmentation of both lumens in aortic dissection in CT images". Paper presented in 6th European Conference on Computational Mechanics (Solids, Structures and Coupled Problems; ECCM) and the 7th European Conference on Computational Fluid Dynamics (ECFD), Glasgow, 2018.
    Published
  9. Morais, Pedro; Vilaça, João L.; Queirós, Sandro; Veloso, Fernando; D'hooge, Jan; Tavares, João M.R.S.. "Development of an atrial phantom model for planning and training of inter-atrial interventions". Paper presented in 15th International Symposium Computer Methods in Biomechanics and Biomedical Engineering (CMBBE2018) and 3rd Conference on Imaging and Visualization, Lisbon, 2018.
    Published
  10. Gonçalves, C. S.; Castro, J. V.; Pojo, M.; Martins, E. P.; Queirós, Sandro; Chautard, E.; Taipa, R.; et al. "WNT6 as a novel oncogene in human glioblastoma: functional, mechanistic, and clinical implications". Paper presented in X Congresso Nacional da Associação Portuguesa de Neuro Oncologia (APNO 2017), Braga, 2017.
    Published
  11. Pedrosa, João; Queirós, Sandro; Bernard, Olivier; Engvall, Jan; Edvardsen, Thor; Nagel, Eike; D'hooge, Jan. "Fast and fully automatic 3D left ventricular segmentation using shape-based B-spline explicit active surfaces". Paper presented in 2017 IEEE International Ultrasonics Symposium (IUS), Washington, 2017.
    Published • 10.1109/ULTSYM.2017.8091613
  12. Morais, Pedro; Vilaça, João L.; Queirós, Sandro; Marchi, A.; D'hooge, Jan; Tavares, João M.R.S.. "Automatic identification of fossa ovalis in computed tomography imaging". Paper presented in Cognitive Computing in Medicine (COCOMED) workshop, Las Palmas, Gran Canaria, 2017.
    Published
  13. Morais, Pedro; Vilaça, João L.; Queirós, Sandro; D'hooge, Jan; Tavares, João M.R.S.. "Generation of Anatomical Models for Biomechanical Simulation of Transseptal Puncture". Paper presented in 14th International Symposium Computer Methods in Biomechanics and Biomedical Engineering (CMBBE2016), Tel Aviv, 2016.
    Published
  14. Queirós, Sandro; Barbosa, Daniel; Bouchez, S.; C. Fonseca, Jaime; Vilaça, João L; D'hooge, Jan. "Aortic valve segmentation from 3D-TEE using model-based B-Spline Explicit Active Surfaces". Paper presented in USART 1st Summer School on Ultrasound-guided Treatment, Otranto, 2014.
  15. Morais, Pedro; Heyde, Brecht; Barbosa, Daniel; Queirós, Sandro; Sarvan, S.; Edvardsen, T.; Engvall, J.; et al. "Estimation of myocardial strain in tagged MRI using a temporal coherent image registration framework: a comparison with harmonic phase analysis and echo speckle tracking". Paper presented in USART 1st Summer School on Ultrasound-guided Treatment, Otranto, 2014.
Conference paper
  1. Rodrigues, Catarina; Malainho, Bárbara; Tonelli, Ana Cláudia; Santanchè, André; Carvalho-Filho, Marco A.; Correia-Pinto, Jorge; Pereira, Vítor Hugo; Fonseca, Jaime; Queirós, Sandro. "Video-level view classification in Focused Cardiac Ultrasound". Paper presented in SPIE Medical Imaging, San Diego, 2024.
    Published • 10.1117/12.3005426
  2. Silva, Bruno; Queirós, Sandro; Fernández-Rodríguez, Marcos; Oliveira, Bruno; Torres, Helena R.; Morais, Pedro; Buschle, Lukas R.; et al. "Evaluating unsupervised optical flow for keypoint tracking in laparoscopic videos". Paper presented in SPIE Medical Imaging, San Diego, 2024.
    Published • 10.1117/12.3006405
  3. Fernández-Rodríguez, Marcos; Silva, Bruno; Queirós, Sandro; Torres, Helena R.; Oliveira, Bruno; Morais, Pedro; Buschle, Lukas R.; et al. "Exploring optical flow inclusion into nnU-Net framework for surgical instrument segmentation". Paper presented in SPIE Medical Imaging 2024, San Diego, 2024.
    Published • 10.1117/12.3006855
  4. Santanchè, A.; Mattosinho, H.S.; De Menezes Mota, M.F.; Pantoja, F.L.; De Freitas Leite, G.; Tonelli, A.C.; Valente, F.S.; et al. "Virtual Patient Platform and Data Space for Sharing, Learning, Discussing, and Researching". Paper presented in 2023 IEEE 19th International Conference on e-Science, Limassol, 2023.
    Published • 10.1109/e-Science58273.2023.10254792
  5. Akbari.s, S.; Papangelopoulou, K.; Munteanu-Mirea, O.; Queirós, S.; D'Hooge, J.. "Efficient Left Ventricle Segmentation in 3D Echocardiography using Deep nnU-Net". Paper presented in 2023 IEEE International Ultrasonics Symposium (IUS), 2023.
    Published • 10.1109/IUS51837.2023.10306804
  6. Pulido, A.; Burman, N.; Manetti, C.; Queirós, Sandro; D'Hooge, J.. "Enhanced motion estimation by training a deep learning optical flow algorithm on a hybrid dataset". Paper presented in 2022 IEEE International Ultrasonics Symposium (IUS), Venice, 2022.
    Published • 10.1109/IUS54386.2022.9958716
  7. Azadi, Sahar; Dixe, Sandra; Leite, João; Borges, João; Queirós, Sandro; Fonseca, Jaime C.. "Automatic generation of in-vehicle images: StyleGAN-ADA vs. MSG-GAN". Paper presented in Proc. of the Interdisciplinary Conference on Mechanics, Computers and Electrics (ICMECE 2022), Barcelona, 2022.
    Published
  8. Sandro Queirós. "Right Ventricular Segmentation in Multi-view Cardiac MRI Using a Unified U-net Model". Paper presented in 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Strasbourg, 2021.
    Published • 10.1007/978-3-030-93722-5_31
  9. Varela, M.; Queirós, Sandro; Anjari, M.; Correia, T.; King, A.P.; Bharath, A.A.; Lee, J.. "Strain maps of the left atrium imaged with a novel high-resolution CINE MRI protocol". Paper presented in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Montreal, 2020.
    Published • 10.1109/EMBC44109.2020.9175383
  10. Borges, J.; Oliveira, B.; Torres, H.; Rodrigues, N.; Queirós, S.; Shiller, M.; Coelho, V.; et al. "Automated generation of synthetic in-car dataset for human body pose detection". Paper presented in 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), Valletta, 2020.
    Published • 10.5220/0009316205500557
  11. Torres, H.R.; Oliveira, B.; Fonseca, J.; Queirós, S.; Borges, J.; Rodrigues, N.; Coelho, V.; et al. "Real-Time Human Body Pose Estimation for In-Car Depth Images". Paper presented in Doctoral Conference on Computing, Electrical and Industrial Systems, Costa de Caparica, 2019.
    Published • 10.1007/978-3-030-17771-3_14
  12. Rodrigues, Nelson; Torres, Helena; Oliveira, Bruno; Borges, João; Queirós, Sandro; Mendes, José; Fonseca, Jaime C.; Coelho, Victor; Brito, José. "Top-down human pose estimation with depth images and domain adaptation". Paper presented in 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), Prague, 2019.
    Published • 10.5220/0007344602810288
  13. Queirós, Sandro; Gao, Hang; De Santis, Gianluca; Papachristidis, Alexandros; Fonseca, Jaime C.; Vilaça, João L.; D'hooge, Jan. "Three-dimensional color Doppler ultrasound simulation mimic paravalvular regurgitation". Paper presented in SPIE Medical Imaging, San Diego, 2019.
    Published • 10.1117/12.2512785
  14. Queirós, Sandro; Morais, Pedro; Fonseca, Jaime C.; D'hooge, Jan; Vilaça, João L.. "Semi-automatic aortic valve tract segmentation in 3D cardiac magnetic resonance images using shape-based B-spline Explicit Active Surfaces". Paper presented in SPIE Medical Imaging, San Diego, 2019.
    Published • 10.1117/12.2512777
  15. Morais, Pedro; Queirós, Sandro; Pereira, Carla; Baptista, Maria J.; Rodrigues, Nuno F.; D'hooge, Jan; Barbosa, Daniel; Vilaça, João L.. "Automatic left ventricular segmentation in 4D interventional ultrasound data using a patient-specific temporal synchronized shape prior". Paper presented in SPIE Medical Imaging, San Diego, 2019.
    Published • 10.1117/12.2512759
  16. Pedrosa, J.; Queirós, Sandro; Vilaca, J.; Badano, L.; D'Hooge, J.. "Fully Automatic Assessment of Mitral Valve Morphology from 3D Transthoracic Echocardiography". Paper presented in 2018 IEEE International Ultrasonics Symposium (IUS), Kobe, 2018.
    Published • 10.1109/ULTSYM.2018.8580112
  17. Morais, Pedro; Vilaça, João L.; Queirós, Sandro; Rodrigues, Pedro L.; Tavares, João M.R.S.; D’hooge, Jan. "A novel interventional guidance framework for transseptal puncture in left atrial interventions". Paper presented in 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Granada, 2018.
    Published • 10.1007/978-3-030-01045-4_11
  18. Gomes-Fonseca, João; Morais, Pedro; Queirós, Sandro; Veloso, Fernando; Pinho, A. C.M.; Fonseca, Jaime C.; Correia-Pinto, Jorge; Vilaca, João L.. "Personalized dynamic phantom of the right and left ventricles based on patient-specific anatomy for echocardiography studies - Preliminary results". Paper presented in 2018 IEEE 6th International Conference on Serious Games and Applications for Health (SEGAH), Vienna, 2018.
    Published • 10.1109/SeGAH.2018.8401362
  19. Oliveira, Bruno; Torres, Helena R.; Queirós, Sandro; Morais, Pedro; Fonseca, Jaime C.; D'Hooge, Jan; Rodrigues, Nuno F.; Vilaça, João L.. "Segmentation of kidney and renal collecting system on 3D computed tomography images". Paper presented in 2018 IEEE 6th International Conference on Serious Games and Applications for Health (SeGAH), Vienna, 2018.
    Published • 10.1109/SeGAH.2018.8401384
  20. Gomes-Fonseca, João; Miranda, Alice; Morais, Pedro; Queirós, Sandro; Pinho, A. C.M.; Fonseca, Jaime C.; Correia-Pinto, J.; Lima, E.; Vilaça, J.L.. "A dual-modal CT/US kidney phantom model for image-guided percutaneous renal access". Paper presented in VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VIPIMAGE 2017), Porto, 2017.
    Published • 10.1007/978-3-319-68195-5_42
  21. Silva, Sílvia; Queirós, Sandro; Moreira, António H.; Oliveira, Eva; Rodrigues, Nuno F.; Vilaça, João L.. "Classification algorithms for body posture". Paper presented in 2017 IEEE 5th International Conference on Serious Games and Applications for Health (SeGAH), Perth, 2017.
    Published • 10.1109/SeGAH.2017.7939299
  22. Carvalho, Pedro; Queirós, Sandro; Moreira, António; Brito, José H.; Veloso, Fernando; Terroso, Miguel; Rodrigues, Nuno F.; Vilaca, João L.. "Instrumented vest for postural reeducation". Paper presented in 2017 IEEE 5th International Conference on Serious Games and Applications for Health (SeGAH), Perth, 2017.
    Published • 10.1109/SeGAH.2017.7939300
  23. Torres, Helena R.; Oliveira, Bruno; Queirós, Sandro; Morais, Pedro; Fonseca, Jaime C.; D'hooge, Jan; Rodrigues, Nuno F.; Vilaça, João L.. "Kidney segmentation in 3D CT images using B-Spline Explicit Active Surfaces". Paper presented in 2016 IEEE International Conference on Serious Games and Applications for Health (SeGAH), Orlando, 2016.
    Published • 10.1109/SeGAH.2016.7586276
  24. Ferreira, Adriano; Morais, Pedro; Queirós, Sandro; Veloso, Fernando; Rodrigues, Nuno F.; Correira-Pinto, Jorge; Vilaça, João L.. "A proof of concept of an augmented reality system for nuss surgery". Paper presented in V ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE 2015), Canary Islands, 2015.
    Published
  25. Barbosa, Daniel; Queirós, Sandro; Rodrigues, Nuno F.; Correia-Pinto, J.; Vilaça, João L.. "Semi-automatic 3D segmentation of costal cartilage in CT data from Pectus Excavatum patients". Paper presented in SPIE Medical Imaging, Orlando, 2015.
    Published • 10.1117/12.2082531
  26. Moreira, António H. J.; Queirós, Sandro; Morais, P.; Rodrigues, Nuno F.; Correia, André R.; Fernandes, Valter; Pinho, A.C.M.; Fonseca, Jaime C.; Vilaça, João L.. "Voxel-based registration of simulated and real patient CBCT data for accurate dental implant pose estimation". Paper presented in SPIE Medical Imaging, Orlando, 2015.
    Published • 10.1117/12.2082806
  27. Perissinotto, Andrea; Queirós, Sandro; Morais, Pedro; Baptista, Maria J.; Monaghan, Mark J.; Rodrigues, Nuno F.; D'hooge, Jan; Vilaça, João L.; Barbosa, Daniel. "Robust temporal alignment of multimodal cardiac sequences". Paper presented in SPIE Medical Imaging, Orlando, 2015.
    Published • 10.1117/12.2082712
  28. Queirós, Sandro; Vilaca, João L.; Morais, Pedro; Fonseca, Jaime C.; D'hooge, Jan; Barbosa, Daniel. "Fast left ventricle tracking in CMR images using localized anatomical affine optical flow". Paper presented in SPIE Medical Imaging, Orlando, 2015.
    Published • 10.1117/12.2082017
  29. Barbosa, Daniel; Queirós, Sandro; Morais, Pedro; Baptista, Maria J.; Monaghan, Mark J.; Rodrigues, Nuno F.; D'hooge, Jan; Vilaça, João L.. "Improving the robustness of interventional 4D ultrasound segmentation through the use of personalized prior shape models". Paper presented in SPIE Medical Imaging, Orlando, 2015.
    Published • 10.1117/12.2081813
  30. Morais, Pedro; Queirós, Sandro; Moreira, António H.J.; Ferreira, André; Ferreira, E.; Duque, Duarte; Rodrigues, Nuno F.; Vilaça, João L.. "Computer-aided recognition of dental implants in X-ray images". Paper presented in SPIE Medical Imaging, Orlando, 2015.
    Published • 10.1117/12.2082796
  31. Moreira, António H. J.; Queirós, Sandro; Rodrigues, Nuno F.; Pinho, A.C.M.; Fonseca, Jaime C.; Vilaça, J.L.. "An electromagnetic tracker system for the design of a dental superstructure". Paper presented in III International Conference on Biodental Engineering, Porto, 2014.
    Published
  32. Moreira, António H.J.; Queirós, Sandro; Rodrigues, Nuno F.; Pinho, A.C.M.; Fonseca, Jaime C.; Vilaca, J.L.. "Electromagnetic tracker feasibility in the design of a dental superstructure for edentulous patients". Paper presented in IEEE 9th International Symposium on Medical Measurements and Applications (MeMeA), Lisbon, 2014.
    Published • 10.1109/MeMeA.2014.6860046
  33. Moreira, António H.J.; Queirós, Sandro; Fonseca, Jaime C.; Rodrigues, Pedro L.; Rodrigues, Nuno F.; Vilaça, João L.. "Real-time hand tracking for rehabilitation and character animation". Paper presented in 2014 IEEE 3rd International Conference on Serious Games and Applications for Health (SeGAH), Rio de Janeiro, 2014.
    Published • 10.1109/SeGAH.2014.7067086
  34. Pereira, Ricardo; Moreira, António H.J.; Leite, Mariana; Rodrigues, Pedro L.; Queirós, Sandro; Rodrigues, Nuno F.; Leão, Pedro; Vilaça, João L.. "Hand-held robotic device for laparoscopic surgery and training". Paper presented in 2014 IEEE 3rd International Conference on Serious Games and Applications for Health (SeGAH), Rio de Janeiro, 2014.
    Published • 10.1109/SeGAH.2014.7067079
  35. Vilaca, João L.; Rodrigues, Pedro L.; Queirós, Sandro; Rodrigues, Nuno F.. "Tooth Adventure: A new approach to oral health best practices awareness". Paper presented in XII Simpósio Brasileiro de Jogos e Entretenimento Digital (SBGames 2013), São Paulo, 2013.
    Published
  36. Queirós, Sandro; Barbosa, Daniel; Heyde, Brecht; Morais, Pedro; Friboulet, Denis; Claus, Piet; Bernard, Olivier; D'hooge, J.. "Fast fully automatic segmentation of the myocardium in 2D cine MR images". Paper presented in Functional Imaging and Modeling of the Heart (FIMH2013), London, 2013.
    Published • 10.1007/978-3-642-38899-6_9
  37. Morais, Pedro; Heyde, Brecht; Barbosa, Daniel; Queirós, Sandro; Claus, Piet; D’hooge, Jan. "Cardiac motion and deformation estimation from tagged MRI sequences using a temporal coherent image registration framework". Paper presented in Functional Imaging and Modeling of the Heart (FIMH 2013), London, 2013.
    Published • 10.1007/978-3-642-38899-6_38
  38. Torrao, Luis; Queirós, Sandro; Teixeira, Pedro M.; Vilaca, João L.; Rodrigues, Nuno F.. "Palco: A multisensor realtime 3D cartoon production system". Paper presented in 2013 IEEE 2nd International Conference on Serious Games and Applications for Health (SeGAH), Vilamoura, 2013.
    Published • 10.1109/SeGAH.2013.6665314
  39. Queirós, Sandro; Vilaça, J.L.; Rodrigues, Nuno F.; Neves, Sara C.; Teixeira, Pedro M.; Correia-Pinto, J.. "A laparoscopic surgery training interface". Paper presented in 2011 IEEE 1st International Conference on Serious Games and Applications for Health (SeGAH), Braga, 2011.
    Published • 10.1109/SeGAH.2011.6165446
Conference poster
  1. Rösner, Assami; Kornev, Mikhail; Caglayan, Hatice Akay; Queirós, Sandro; Malyutina, Sofia; Ryabikov, Andrew; Kudryavtsev, Alexander V.; Schirmer, Henrik. "Atrial strain and strain rate in a general population: do these measures improve the assessment of elevated NT-proBNP levels?". Paper presented in EuroEcho-Imaging 2024, 2024.
  2. Freitas, João; Catarina Rodrigues; Tonelli, Ana Claudia; C. Fonseca, Jaime; Queirós, Sandro. "Automatic and interpretable quality assessment of focused cardiac ultrasound exams". Paper presented in 30th Portuguese Conference on Pattern Recognition (RECPAD 2024), 2024.
  3. Pulido, Andrea; Burman, N.; Queirós, Sandro; D'hooge, Jan. "Exploring training data setup to enhance myocardium motion estimation in cardiac ultrasound". Paper presented in 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium (UFFC-JS 2024), 2024.
  4. da Silva Mota, R.; Theodoropoulos, K. C.; Marvaki, A.; Queirós, Sandro; D'hooge, Jan; Masoero, G.; Pagnano, G.; et al. "Three-dimensional deformation imaging to detect myocardial scar". Paper presented in ESC Congress 2024, 2024.
  5. Pinto, Edgar; M. Costa, Patrícia; Silva, Catarina ; PEREIRA, VITOR HUGO; C. Fonseca, Jaime (F11F-AC85-4B26; Queirós, Sandro. "Detection of extracardiac findings in Cardiac Magnetic Resonance: A comparative study". Paper presented in Medical Image Understanding and Analysis, 2024.
    10.3389/978-2-8325-1244-9
  6. Pereira Teixeira, Bárbara; Pedrosa, João; Queirós, Sandro. "Case-based Image Retrieval in Point-of-care Lung Ultrasonography". Paper presented in Portuguese Conference on Pattern Recognition (RECPAD), 2023.
  7. Rodrigues, Catarina; Tonelli, Ana Cláudia; Malainho, Bárbara; Santanchè, André; Carvalho-Filho, Marco A.; Fonseca, Jaime; Queirós, Sandro. "Automatic View Classification of Focused Cardiac Ultrasound Videos". Paper presented in 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2023), 2023.
  8. Freitas, João; Gomes-Fonseca, João; Oliveira, Cátia C.; Pereira, Vítor Hugo; Correia-Pinto, Jorge; Jaime C. Fonseca; Queirós, Sandro. "Automatic multi-view pose estimation in focused cardiac ultrasound". Paper presented in Congresso Português de Cardiologia, 2023.
  9. Malainho, Bárbara; Rodrigues, Catarina; Tonelli, Ana Cláudia; Santanchè, André; Carvalho-Filho, Marco A.; Sousa, Nuno; Fonseca, Jaime C.; Pereira, Vítor Hugo; Queirós, Sandro. "Automatic interpretation of point-of-care lung ultrasound". Paper presented in Congresso Português de Cardiologia, 2023.
  10. Rodrigues, Catarina; Malainho, Bárbara; Tonelli, Ana Cláudia; Oliveira, Cátia C.; Pereira, Vítor Hugo; Correia-Pinto, Jorge; Fonseca, Jaime C.; Queirós, Sandro. "Automatic quality assessment of focused cardiac ultrasound exams". Paper presented in Congresso Português de Cardiologia, 2023.
  11. Cláudia F. Gomes; Cruz-Moreira, Daniela; Queirós, Sandro; Pirraco, Rogério P.. "Development of hydrogels allowing efficient laser ablation for tissue engineering applications". Paper presented in Final Achilles Conference, 2022.
  12. Pires, Carla M.; Garcia, B. L.; Silva, R.; Vieira, C.; Antunes, N.; Queirós, Sandro; PEREIRA, VITOR HUGO. "Embolic stroke of undetermined source in young adults: a left atrium myocardial deformation analysis study". Paper presented in Heart Failure 2022, 2022.
  13. Cruz-Moreira, Daniela; Gomes, C. F.; Queirós, Sandro; Guy, A. A.; Markaki, A. E.; Pirraco, R. P.. "Laser-based substractive manufacturing for tissue engineering". Paper presented in Final FoReCaST Conference, 2021.
  14. Gomes, C. F.; Cruz-Moreira, Daniela; Queirós, Sandro; Pirraco, R. P.. "Development of laser ablation-compliant hydrogels for tissue engineering". Paper presented in Final FoReCaST Conference, 2021.
  15. Pires, C. M.; Passos, R.; Medeiros, P.; Oliveira, C.; Flores, R.; Mané, F.; Silva, R.; et al. "Temporal characterization of ventricular function and deformation after Takotsubo syndrome using cardiovascular magnetic resonance imaging". Paper presented in EuroCMR 2021, 2021.
    10.1093/ehjci/jeab090.109
  16. Saghezchi, S. A.; Tabassian, M.; Pedrosa, J.; Queirós, Sandro; D'hooge, J.. "BEASnet: a shape prior-based deep convolutional neural network for left ventricular segmentation in 2D echocardiography". Paper presented in 2020 IEEE International Ultrasonics Symposium, 2020.
  17. Passos, R.; Vieira, C.; Pires, C. M.; Queirós, Sandro; Pereira, Vítor Hugo. "Characterization of myocardial deformation in all four cardiac chambers in patients with hypertrophic cardiomyopathy using feature tracking cardiac magnetic resonance imaging". Paper presented in Congresso Português de Cardiologia, 2020.
  18. Gonçalves, Céline S.; Vieira de Castro, Joana; Xavier-Magalhães, Ana; Martins, Eduarda P.; Pojo, Marta; Queirós, Sandro; Faria, Cláudia C.; et al. "Deciphering WNT6 up and down roads in glioblastoma: mechanistic, functional, and clinical insight". Paper presented in EACR-AACR-ASPIC Basic and Translational Research Conference, 2020.
  19. Morais, Pedro; Vilaça, João L.; Queirós, Sandro; D'hooge, Jan; Tavares, João M.R.S.. "Semi-automatic segmentation of the left ventricular wall in computed tomographic images". Paper presented in 2018 World Congress in Biomechanics (WCB2018), 2018.
  20. Gonçalves, C. S.; Castro, J. V.; Pojo, M.; Martins, E. P.; Queirós, Sandro; Chautard, E.; Taipa, R.; et al. "WNT6 expression in glioblastoma: mechanistic, functional and clinical implications". Paper presented in ESMO Open 2018; 25th Biennial Congress of the European Association for Cancer Research (EACR), 2018.
  21. Gonçalves, C. S.; Castro, J. V.; Pojo, M.; Martins, E. P.; Queirós, Sandro; Chautard, E.; Taipa, R.; et al. "WNT6 is a novel oncogenic prognostic biomarker in human glioblastoma". Paper presented in 25th Porto Cancer Meeting, 2018.
    10.7150/thno.25025
Journal article
  1. Christoforos Galazis; Samuel Shepperd; Emma J P Brouwer; Sandro Queirós; Ebraham Alskaf; Mustafa Anjari; Amedeo Chiribiri; et al. "High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural Networks". IEEE Transactions on Medical Imaging (2025): https://doi.org/10.1109/TMI.2025.3526364.
    10.1109/TMI.2025.3526364
  2. Bárbara Malainho; João Freitas; Catarina Rodrigues; Ana Claudia Tonelli; André Santanchè; Marco A. Carvalho-Filho; Jaime C. Fonseca; Sandro Queirós. "Semi-supervised Ensemble Learning for Automatic Interpretation of Lung Ultrasound Videos". Journal of Imaging Informatics in Medicine (2024): https://doi.org/10.1007/s10278-024-01344-y.
    10.1007/s10278-024-01344-y
  3. Freitas, João; Gomes-Fonseca, João; Tonelli, Ana Cláudia; Correia-Pinto, Jorge; Fonseca, Jaime C.; Queirós, Sandro. "Automatic multi-view pose estimation in Focused Cardiac Ultrasound". Medical Image Analysis 94 (2024): https://doi.org/10.1016/j.media.2024.103146.
    Published • 10.1016/j.media.2024.103146
  4. Cartucho, J; Weld, A; Tukra, S; Xu, H; Matsuzaki, H; Ishikawa, T; Kwon, M; et al. "SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery". Medical Image Analysis 91 (2024): 102985. https://doi.org/10.1016/j.media.2023.102985.
    Published • 10.1016/j.media.2023.102985
  5. Rösner, Assami; Kornev, Mikhail; Caglayan, Hatice Akay; Queirós, Sandro; Malyutina, Sofia; Ryabikov, Andrew; Kudryavtsev, Alexander V.; Schirmer, Henrik. "Atrial Strain and Strain Rate in a General Population: Do These Measures Improve the Assessment of Elevated NT-proBNP Levels?". Cardiology Research and Practice 2024 1 (2024): https://doi.org/10.1155/2024/1546629.
    10.1155/2024/1546629
  6. Somayeh Akbari; Mahdi Tabassian; João Pedrosa; Sandro Queirós; Konstantina Papangelopoulou; Jan D’hooge. "BEAS-Net: a Shape-Prior-Based Deep Convolutional Neural Network for Robust Left Ventricular Segmentation in 2D Echocardiography". IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (2024): https://doi.org/10.1109/TUFFC.2024.3418030.
    10.1109/TUFFC.2024.3418030
  7. Martin-Isla C; Campello VM; Izquierdo C; Kushibar K; Sendra-Balcells C; Gkontra P; Sojoudi A; et al. "Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.". IEEE journal of biomedical and health informatics (2023): https://doi.org/10.1109/jbhi.2023.3267857.
    Published • 10.1109/jbhi.2023.3267857
  8. Ali Abbasi; Sandro Queirós; Nuno M. C. da Costa; Jaime C. Fonseca; João Borges. "Sensor Fusion Approach for Multiple Human Motion Detection for Indoor Surveillance Use-Case". Sensors 23 (2023): 3993. https://doi.org/10.3390/s23083993.
    Published • 10.3390/s23083993
  9. Carla Marques Pires; Rita Silva; Bárbara Lage Garcia; Nuno Antunes; Catarina Vieira; Jorge Marques; Queirós, Sandro; Vítor Hugo Pereira. "Atrial cardiopathy in young adults with embolic stroke of undetermined source: a myocardial deformation imaging analysis.". International Journal of Cardiovascular Imaging 39 (2023): 737-746. https://doi.org/10.1007/s10554-022-02779-6.
    Published • 10.1007/s10554-022-02779-6
  10. Papachristidis A; Theodoropoulos KC; Marvaki A; Queirós S; D'hooge J; Masoero G; Pagnano G; et al. "Power Modulation Echocardiography to Detect and Quantify Myocardial Scar". Journal of the American Society of Echocardiography 35 (2022): 1146-1155. https://doi.org/10.1016/j.echo.2022.06.009.
    Published • 10.1016/j.echo.2022.06.009
  11. Bruno Silva; Ines Pessanha; Jorge Correia-Pinto; Jaime C. Fonseca; Queirós, Sandro. "Automatic Assessment of Pectus Excavatum Severity From CT Images Using Deep Learning". IEEE Journal of Biomedical and Health Informatics (2022): 1-1. https://doi.org/10.1109/JBHI.2021.3090966.
    Published • 10.1109/JBHI.2021.3090966
  12. Morais, P.; Fan, Y.; Queirós, S.; D'hooge, J.; Lee, A.P.-W.; Vilaça, J.L.. "Feasibility and Accuracy of Automated Three-Dimensional Echocardiographic Analysis of Left Atrial Appendage for Transcatheter Closure". Journal of the American Society of Echocardiography 35 1 (2022): 124-133. https://doi.org/10.1016/j.echo.2021.08.023.
    Published • 10.1016/j.echo.2021.08.023
  13. João Borges; Sandro Queirós; Bruno Oliveira; Helena Torres; Nelson Rodrigues; Victor Coelho; Johannes Pallauf; et al. "A system for the generation of in-car human body pose datasets". Machine Vision and Applications 32 1 (2021): 1-15. https://doi.org/10.1007/s00138-020-01131-z.
    Published • 10.1007/s00138-020-01131-z
  14. Helena R. Torres; Queirós, Sandro; Pedro Morais; Bruno Oliveira; Joao Gomes-Fonseca; Paulo Mota; Estevao Lima; et al. "Kidney Segmentation in 3-D Ultrasound Images using a Fast Phase-based Approach". IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 68 6 (2021): 1521-1531. https://doi.org/10.1109/TUFFC.2020.3039334.
    Published • 10.1109/tuffc.2020.3039334
  15. Røsner, A.; Alessandrini, M.; Kjønås, D.; Mirea, O.; Queirós, S.; D''hooge, J.. "Quality Assurance of Segmental Strain Values Provided by Commercial 2-D Speckle Tracking Echocardiography Using in Silico Models: A Report from the EACVI-ASE Strain Standardization Task Force". Ultrasound in Medicine and Biology 47 11 (2021): 3079-3089. https://doi.org/10.1016/j.ultrasmedbio.2021.07.011.
    Published • 10.1016/j.ultrasmedbio.2021.07.011
  16. Papachristidis, A.; Queirós, S.; Theodoropoulos, K.C.; D'hooge, J.; Rafter, P.; Masoero, G.; Zidros, S.; et al. "The Impact of Vendor-Specific Ultrasound Beam-Forming and Processing Techniques on the Visualization of In Vitro Experimental "Scar": Implications for Myocardial Scar Imaging Using Two-Dimensional and Three-Dimensional Echocardiography". Journal of the American Society of Echocardiography 34 10 (2021): 1095-1105.e6. https://doi.org/10.1016/j.echo.2021.05.016.
    Published • 10.1016/j.echo.2021.05.016
  17. Gomes-Fonseca, J.; Veloso, F.; Queirós, S.; Morais, P.; Pinho, A.C.M.; Fonseca, J.C.; Correia-Pinto, J.; Lima, E.; Vilaça, J.L.. "Technical Note: Assessment of electromagnetic tracking systems in a surgical environment using ultrasonography and ureteroscopy instruments for percutaneous renal access". Medical Physics 47 1 (2020): 19-26. https://doi.org/10.1002/mp.13879.
    Published • 10.1002/mp.13879
  18. Pedro Morais; João L. Vilaça; Sandro Queirós; Pieter De Meester; Werner Budts; João Manuel R. S. Tavares; Jan D'hooge. "Semiautomatic Estimation of Device Size for Left Atrial Appendage Occlusion in 3-D TEE Images". IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 66 5 (2019): 922-929. https://doi.org/10.1109/TUFFC.2019.2903886.
    Published • 10.1109/TUFFC.2019.2903886
  19. Queirós, Sandro; Morais, Pedro; Fehske, Wolfgang; Papachristidis, Alexandros; Voigt, Jens-Uwe; Jaime C. Fonseca; Jan D’hooge; Vilaça, João L.. "Assessment of aortic valve tract dynamics using automatic tracking of 3D transesophageal echocardiographic images". The International Journal of Cardiovascular Imaging 35 (2019): 881-895. https://doi.org/10.1007/s10554-019-01532-w.
    Published • 10.1007/s10554-019-01532-w
  20. Gomes-Fonseca, João; Queirós, Sandro; Morais, Pedro; Pinho, António C. M.; Fonseca, Jaime C.; Correia-Pinto, Jorge; Lima, Estêvão; Vilaça, João L.. "Surface-based registration between CT and US for image-guided percutaneous renal access - A feasibility study". Medical Physics (2019): https://doi.org/10.1002/mp.13369.
    In press • 10.1002/mp.13369
  21. Pedrosa, J.; Duchenne, J.; Queirós, S.; Degtiarova, G.; Gheysens, O.; Claus, P.; Voigt, J.-U.; D'Hooge, J.. "Non-invasive myocardial performance mapping using 3D echocardiographic stress-strain loops". Physics in Medicine and Biology 64 11 (2019): https://doi.org/10.1088/1361-6560/ab21f8.
    Published • 10.1088/1361-6560/ab21f8
  22. Morais, Pedro; Queirós, Sandro; Meester, Pieter De; Budts, Werner; Vilaça, João L.; Tavares, João M.R.S.; D'hooge, Jan. "Fast Segmentation of the Left Atrial Appendage in 3-D Transesophageal Echocardiographic Images". IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 65 12 (2018): 2332-2342. https://doi.org/10.1109/TUFFC.2018.2872816.
    Published • 10.1109/TUFFC.2018.2872816
  23. Queirós, Sandro; Morais, Pedro; Barbosa, Daniel; Jaime C. Fonseca; Vilaça, João L.; D'hooge, Jan. "MITT: Medical Image Tracking Toolbox". IEEE Transactions on Medical Imaging 37 11 (2018): 2547-2557. https://doi.org/10.1109/TMI.2018.2840820.
    Published • 10.1109/TMI.2018.2840820
  24. Morais, Pedro; Vilaça, João L.; Queirós, Sandro; Marchi, Alberto; Bourier, Felix; Deisenhofer, Isabel; Jan D'hooge; Tavares, João M.R.S.. "Automated segmentation of the atrial region and fossa ovalis towards computer-aided planning of inter-atrial wall interventions". Computer Methods and Programs in Biomedicine 161 (2018): 73-84. https://doi.org/10.1016/j.cmpb.2018.04.014.
    Published • 10.1016/j.cmpb.2018.04.014
  25. Gonçalves, C.S.; de Castro, J.V.; Pojo, M.; Martins, E.P.; Queirós, Sandro; Chautard, E.; Taipa, R.; et al. "WNT6 is a novel oncogenic prognostic biomarker in human glioblastoma". Theranostics 8 17 (2018): 4805-4823. https://doi.org/10.7150/thno.25025.
    Published • 10.7150/thno.25025
  26. Queirós, Sandro; Morais, Pedro; Dubois, Christophe; Voigt, Jens-Uwe; Fehske, Wolfgang; Kuhn, Andreas; Achenbach, Tobias; et al. "Validation of a Novel Software Tool for Automatic Aortic Annular Sizing in Three-Dimensional Transesophageal Echocardiographic Images.". Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography 31 4 (2018): 515-525. https://doi.org/10.1016/j.echo.2018.01.007.
    Published • 10.1016/j.echo.2018.01.007
  27. Oliveira, Bruno; Queirós, Sandro; Morais, Pedro; Torres, Helena R.; Gomes-Fonseca, João; Fonseca, Jaime C.; Vilaça, João L.. "A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography". Medical Image Analysis 45 (2018): 108-120. https://doi.org/10.1016/j.media.2018.02.001.
    Published • 10.1016/j.media.2018.02.001
  28. Torres, Helena R.; Queirós, Sandro; Morais, Pedro; Oliveira, Bruno; Fonseca, Jaime C.; Vilaça, João L.. "Kidney segmentation in ultrasound, magnetic resonance and computed tomography images: A systematic review". Computer Methods and Programs in Biomedicine 157 (2018): 49-67. https://doi.org/10.1016/j.cmpb.2018.01.014.
    Published • 10.1016/j.cmpb.2018.01.014
  29. Pedrosa, João; Queirós, Sandro; Bernard, Olivier; Engvall, Jan; Edvardsen, Thor; Nagel, Eike; D'Hooge, Jan. "Fast and Fully Automatic Left Ventricular Segmentation and Tracking in Echocardiography Using Shape-Based B-Spline Explicit Active Surfaces". IEEE Transactions on Medical Imaging 36 11 (2017): 2287-2296. https://doi.org/10.1109/TMI.2017.2734959.
    Published • 10.1109/TMI.2017.2734959
  30. Morais, Pedro; Tavares, João M.R.S.; Queirós, Sandro; Veloso, Fernando; D'hooge, Jan; Vilaça, João L.. "Development of a patient-specific atrial phantom model for planning and training of inter-atrial interventions". Medical Physics 44 11 (2017): 5638-5649. http://doi.org/10.1002/mp.12559.
    Published • 10.1002/mp.12559
  31. Morais, Pedro; Queirós, Sandro; Heyde, Brecht; Engvall, Jan; D ’hooge, Jan; Vilaça, João L.. "Fully automatic left ventricular myocardial strain estimation in 2D short-axis tagged magnetic resonance imaging". Physics in Medicine & Biology 62 17 (2017): 6899-6919. https://doi.org/10.1088/1361-6560/aa7dc2.
    Published • 10.1088/1361-6560/aa7dc2
  32. Queirós, Sandro; Papachristidis, Alexandros; Morais, Pedro; Theodoropoulos, Konstantinos C.; Fonseca, Jaime C.; Monaghan, Mark J.; Vilaça, João L.; D'hooge, Jan. "Fully automatic 3-D-TEE segmentation for the planning of transcatheter aortic valve implantation". IEEE Transactions on Biomedical Engineering 64 8 (2017): 1711-1720. http://doi.org/10.1109/TBME.2016.2617401.
    Published • 10.1109/TBME.2016.2617401
  33. Morais, Pedro; Vilaça, João L.; Queirós, Sandro; Bourier, Felix; Deisenhofer, Isabel; Tavares, João M.R.S.; D'hooge, Jan. "A competitive strategy for atrial and aortic tract segmentation based on deformable models". Medical Image Analysis 42 (2017): 102-116. http://doi.org/10.1016/j.media.2017.07.007.
    Published • 10.1016/j.media.2017.07.007
  34. Queirós, Sandro; Vilaça, João L.; Morais, Pedro; Fonseca, Jaime C.; D'hooge, Jan; Barbosa, Daniel. "Fast left ventricle tracking using localized anatomical affine optical flow". International Journal for Numerical Methods in Biomedical Engineering 33 11 (2017): e2871-e2871. https://doi.org/10.1002/cnm.2871.
    Published • 10.1002/cnm.2871
  35. Queirós, Sandro; Dubois, Christophe; Morais, Pedro; Adriaenssens, Tom; Fonseca, Jaime C.; Vilaça, João L.; D'hooge, Jan. "Automatic 3D aortic annulus sizing by computed tomography in the planning of transcatheter aortic valve implantation". Journal of Cardiovascular Computed Tomography 11 1 (2017): 25-32. https://doi.org/10.1016/j.jcct.2016.12.004.
    Published • 10.1016/j.jcct.2016.12.004
  36. Castro, A. P.G.; Pacheco, J. D.; Lourenço, C.; Queirós, S.; Moreira, A. H.J.; Rodrigues, N. F.; Vilaça, J. L.. "Evaluation of spinal posture using Microsoft Kinect™: A preliminary case-study with 98 volunteers". Porto Biomedical Journal 2 1 (2017): 18-22. http://doi.org/10.1016/j.pbj.2016.11.004.
    Published • 10.1016/j.pbj.2016.11.004
  37. Queirós, Sandro; Barbosa, Daniel; Engvall, Jan; Ebbers, Tino; Nagel, Eike; Sarvari, Sebastian I.; Piet Claus; et al. "Multi-centre validation of an automatic algorithm for fast 4D myocardial segmentation in cine CMR datasets". European Heart Journal Cardiovascular Imaging 17 10 (2016): 1118-1127. https://doi.org/10.1093/ehjci/jev247.
    Published • 10.1093/ehjci/jev247
  38. Morais, Pedro; Queirós, Sandro; Ferreira, Adriano; Rodrigues, Nuno F.; Baptista, Maria J.; D’hooge, Jan; Vilaça, João L.; Barbosa, Daniel. "Dense motion field estimation from myocardial boundary displacements". International Journal for Numerical Methods in Biomedical Engineering 32 9 (2016): e02758. https://doi.org/10.1002/cnm.2758.
    Published • 10.1002/cnm.2758
  39. Alessandrini, M.; Heyde, B.; Queirós, S.; Cygan, S.; Zontak, M.; Somphone, O.; Bernard, O.; et al. "Detailed Evaluation of Five 3D Speckle Tracking Algorithms Using Synthetic Echocardiographic Recordings". IEEE Transactions on Medical Imaging 35 8 (2016): 1915-1926. https://doi.org/10.1109/TMI.2016.2537848.
    Published • 10.1109/TMI.2016.2537848
  40. Queirós, Sandro; Papachristidis, Alexandros; Barbosa, Daniel; Theodoropoulos, Konstantinos C.; Fonseca, Jaime C.; Monaghan, Mark J.; Vilaça, João L.; D'hooge, Jan. "Aortic Valve Tract Segmentation from 3D-TEE Using Shape-Based B-Spline Explicit Active Surfaces". IEEE Transactions on Medical Imaging 35 9 (2016): 2015-2025. http://doi.org/10.1109/TMI.2016.2544199.
    Published • 10.1109/TMI.2016.2544199
  41. Morais-Santos, F.; Granja, S.; Miranda-Gonçalves, V.; Moreira, A.H.; Queirós, S.; Vilaça, J.L.; Schmitt, F.C.; et al. "Targeting lactate transport suppresses in vivo breast tumour growth". Oncotarget 6 22 (2015): 19177-19189. http://doi.org/10.18632/oncotarget.3910.
    Published • 10.18632/oncotarget.3910
  42. Queirós, Sandro; Barbosa, Daniel; Heyde, Brecht; Morais, Pedro; Vilaça, João L.; Friboulet, Denis; Bernard, Olivier; D'hooge, Jan. "Fast automatic myocardial segmentation in 4D cine CMR datasets". Medical Image Analysis 18 7 (2014): 1115-1131. http://doi.org/10.1016/j.media.2014.06.001.
    Published • 10.1016/j.media.2014.06.001
Preprint
  1. Galazis, C.; Shepperd, S.; Brouwer, E.; Queirós, S.; Alskaf, E.; Anjari, M.; Chiribiri, A.; et al. "High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural Networks". 2023. http://www.scopus.com/inward/record.url?eid=2-s2.0-85180612384&partnerID=MN8TOARS.
    10.48550/arXiv.2312.09387
  2. Rosner A; Kornev M; Caglayan HA; Queirós, Sandro; Malyutina S; Ryabikov A; V AK; Schirmer H. "Atrial Strain and Strain Rate in a General Population: Do These Measures Improve the Assessment of Elevated NT-proBNP Levels?". 2023. http://europepmc.org/abstract/PPR/PPR680903.
    10.22541/au.168767055.58814460/v1
  3. Eisenmann, M.; Reinke, A.; Weru, V.; Tizabi, M.D.; Isensee, F.; Adler, T.J.; Godau, P.; et al. "Biomedical image analysis competitions: The state of current participation practice". 2022. http://www.scopus.com/inward/record.url?eid=2-s2.0-85144875054&partnerID=MN8TOARS.
    10.48550/arXiv.2212.08568
Thesis / Dissertation
  1. Queirós, Sandro. "Real-time segmentation and tracking of 3D transesophageal echocardiographic images to improve transcatheter aortic valve implantation". PhD, Universidade do Minho Escola de Engenharia, 2018.
  2. Queirós, Sandro. "Fast fully automatic myocardial segmentation in 4D cine cardiac magnetic resonance datasets". Master, Universidade do Minho Escola de Engenharia, 2013.

Intellectual property

Patent
  1. Gomes-Fonseca, João; Vilaça, João; Queirós, Sandro; Lima, Estêvão; Correia-Pinto, Jorge. 2022. "Method and Device for Generating an Uncertainty Map for Guided Percutaneous Procedures".
    Granted/Issued
  2. Gomes-Fonseca, João; Vilaça, João; Queirós, Sandro; Lima, Estêvão; Correia-Pinto, Jorge. 2022. "Method and Device for Registration and Tracking during a Percutaneous Procedure".
    Pending
  3. Moreira, António H. J.; Queirós, Sandro; Rodrigues, Nuno F.; Fonseca, Jaime C.; João L. Vilaça. 2016. "Método para determinação da posição e orientação tridimensional de implantes em imagens médicas". Portugal.
    Granted/Issued
Provisional application for patent
  1. 2015. "A radiation free guidance system for percutaneous renal access in minimally invasive interventions".
    Disclosed

Other

Dataset
  1. Christoforos Galazis; Samuel Shepperd; Emma Brouwer; Sandro Queirós; Ebraham Alskaf; Mustafa Anjari; Amedeo Chiribiri; et al. Aladdin: High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI. 2024.
    10.5281/zenodo.13645121
  2. Borges, João; Queirós, Sandro; Oliveira, Bruno; Torres, Helena; Rodrigues, Nélson; Coelho, Vítor; Pallauf, J.; et al. MoLa R10k InCar Dataset. https://doi.org/10.17632/hj634mwk24.1. 2020.
    10.17632/hj634mwk24.1
  3. Borges, João; Queirós, Sandro; Oliveira, Bruno; Torres, Helena; Rodrigues, Nélson; Coelho, Vítor; Pallauf, J.; et al. MoLa R8.7k InCar Dataset. https://doi.org/10.17632/724c998h9c.1. 2020.
    10.17632/724c998h9c.1
  4. Queirós, Sandro; Morais, Pedro; Barbosa, Daniel; Fonseca, Jaime C.; Vilaça, J.; D'hooge, J.. MITT - Medical Image Tracking Toolbox. https://data.mendeley.com/datasets/9y35mnt56v/1. 2018.
    10.17632/9y35mnt56v.1
  5. Gomes-Fonseca, João; Miranda, Alice; Morais, Pedro; Queirós, Sandro; Pinho, António C. M.; Fonseca, Jaime C.; Correia-Pinto, Jorge; Lima, Estêvão; Vilaça, João L.. A dual-modal CT/US kidney phantom model for image-guided percutaneous renal access. https://data.mendeley.com/datasets/vgmt7brcmw/1. 2018.
    10.17632/vgmt7brcmw.1
Other output
  1. Public software: Medical Image Tracking Toolbox. 2018. Queirós, Sandro; Vilaça, J. L.; D'hooge, J.. https://2ai.ipca.pt/mitt/.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024/02/19 Video-level view classification in Focused Cardiac Ultrasound SPIE Medical Imaging 2024
SPIE (San Diego, United States)
2023/05/05 Automatic interpretation of point-of-care lung ultrasound using deep learning 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2023)
(Paris, France)
2021/09/27 Right ventricular segmentation in multi-view cardiac MRI using a unified U-net model 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
MICCAI Society (Strasbourg, France)
2019/06/05 AI in the medical arena 1st Interdisciplinary Summer School on Artificial Intelligence
(Vila Nova de Cerveira, Portugal)
2019/02/21 Semi-automatic aortic valve tract segmentation in 3D cardiac magnetic resonance images using shape-based B-spline Explicit Active Surfaces SPIE Medical Imaging 2019
SPIE (San Diego, United States)
2019/02/18 Three-dimensional color Doppler ultrasound simulation mimic paravalvular regurgitation SPIE Medical Imaging 2019
SPIE (San Diego, United States)
2018/05/03 Engineering solutions for personalized health care Nano-Bioengineering for Medicine
International Iberian Nanotechnology Laboratory (INL) and Life and Health Sciences Research Institute (ICVS) (Braga, Portugal)
2016/09/29 Besurg: medical and industrial imaging solutions Workshop de Aplicações da Análise de Imagem e a Visão por Computador
Center for Computer Graphics, University of Minho (Guimarães, Portugal)
2016/02/04 Automatic segmentation of the aortic root in 3D-TEE images for the planning of TAVI Meeting on Myocardial Velocity and Deformation Imaging
KU Leuven, Department of Cardiovascular Sciences (Leuven, Belgium)
2015/02/24 Fast left ventricle tracking in CMR images using localized anatomical affine optical flow SPIE Medical Imaging 2015
SPIE (Orlando, United States)
2014/06/16 Aortic valve segmentation from 3D-TEE using model-based B-spline Explicit Active Surfaces USART 1st Summer School
GE Healthcare and KU Leuven (Otranto, Italy)
2013/10/23 De caloiro a investigador: o percurso de um ex-aluno no ramo de Eletrónica Médica IX Jornadas de Engenharia Biomédica da Universidade do Minho
Universidade do Minho (Braga, Portugal)
2011/11/17 A laparoscopic surgery training interface 2011 IEEE 1st International Conference on Serious Games and Applications for Health (SeGAH)
IEEE (Braga, Portugal)
2011/05/12 Digital Graphics Solutions for Health: Laparoscopic Simulator and Virtual Therapy I Jornadas de Tecnologias: Novas Tecnologias na Saúde
Instituto Politécnico do Cávado e do Ave (IPCA) (Barcelos, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024/09 - Current Volume reconstruction algorithm for tumor assessment from freehand ultrasound recordings in mice
Supervisor
 Mestrado em Engenharia Biomédica (Master)
Universidade do Minho Escola de Engenharia, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2024/09 - Current Towards whole-heart cardiac function quantification from 2D echocardiographic sequences
Supervisor
 Biomedicine (UMinho) and Biomedical Sciences (KU Leuven) (PhD)
Universidade do Minho Escola de Medicina, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium
2022/05 - Current Deep learning for motion estimation and computer-aided diagnosis in echocardiography
Co-supervisor
 Biomedical Sciences (PhD)
Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium
2023/09/01 - 2025/03/13 Automatic detection of extracardiac findings in cardiac magnetic resonance sequences
Supervisor
 Mestrado em Engenharia Biomédica (Master)
Universidade do Minho Escola de Engenharia, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2023/09 - 2024/09 Case-based image retrieval in point-of-care lung ultrasonography
Supervisor
 Mestrado em Engenharia Biomédica (Master)
Universidade do Porto Faculdade de Engenharia, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2021/09/01 - 2022/12 Automatic interpretation of point-of-care lung ultrasound
Supervisor
 Mestrado em Engenharia Biomédica (Master)
Universidade do Minho Escola de Engenharia, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2021/09/01 - 2022/12 Automatic quality assessment of focused cardiac ultrasound exams
Supervisor
 Mestrado em Engenharia Biomédica (Master)
Universidade do Minho Escola de Engenharia, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2021/09/01 - 2022/12 Automatic multi-view pose estimation in focused cardiac ultrasound
Supervisor
 Mestrado em Engenharia Biomédica (Master)
Universidade do Minho Escola de Engenharia, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2021/09/01 - 2022/07 Deteção e Classificação Automática de Estenoses do Intestino Delgado associadas à Doença de Crohn através de Enterografia por Ressonância Magnética Nuclear
Supervisor
 Mestrado Integrado em Medicina (Master)
Universidade do Minho Escola de Medicina, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Hospital de Braga, Portugal
2019/09 - 2021/09 Human Action Detection from Body Pose in Shared Autonomous Vehicles
Co-supervisor
 Mestrado Integrado em Engenharia Eletrónica Industrial e Computadores (Master)
Universidade do Minho Escola de Engenharia, Portugal
2019/09 - 2021/05 Exploring GANs in the generation of in-vehicle images
Co-supervisor
 Mestrado Integrado em Engenharia Eletrónica Industrial e Computadores (Master)
Universidade do Minho Escola de Engenharia, Portugal
2019/09 - 2021/03 Automatic quantitative assessment of Pectus Excavatum severity using CT images and deep learning
Supervisor
 Mestrado Integrado em Engenharia Eletrónica Industrial e Computadores (Master)
Universidade do Minho Escola de Engenharia, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2017/04/21 - 2017/04/23 IDroneExperience 2017 (2017/04/21 - 2017/04/23)
Other (Member of the Organising Committee)
 Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2016/04/22 - 2016/04/24 IDroneExperience 2016 (2016/04/22 - 2016/04/24)
Other (Member of the Organising Committee)
 Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2015/05/04 - 2015/05/05 IDroneCup 2015 (2015/05/04 - 2015/05/05)
Call (Member of the Organising Committee)
 Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2012/03/05 - 2012/03/07 VII Jornadas de Engenharia Biomédica (2012/03/05 - 2012/03/07)
Meeting (Member of the Organising Committee)
 Universidade do Minho Escola de Engenharia, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2024/10/25 - Current Attendee at the "30th Portuguese Conference on Pattern Recognition" (RECPAD 2024)
Conference
 30th Portuguese Conference on Pattern Recognition
Universidade da Beira Interior, Portugal
2025/02/06 - 2025/02/07 Attendee at the "Myocardial Velocity and Deformation Imaging 2025" meeting
Meeting
 Myocardial Velocity and Deformation Imaging
Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium
2023/10/08 - 2023/10/12 Attendee at the "26th International Conference on Medical Image Computing and Computer Assisted Intervention" (MICCAI)
Conference
 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
MICCAI Society, United States
2023/05/09 - 2023/05/09 Invited speaker at the 4th "PSuperior Talks" by Journal Público
Round table
 PSuperior Talks
2022/02/10 - 2022/02/12 Attendee at the "Myocardial Velocity and Deformation Imaging 2022" meeting
Meeting
 Myocardial Velocity and Deformation Imaging
Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium
2021/04/22 - 2021/04/24 Attendee at the "ORPHEUS Conference 2021"
Conference
 ORPHEUS Conference 2021
ORganisation for PhD Education in Biomedicine and Health Sciences in the EUropean System (ORPHEUS), Sweden
2021/02/04 - 2021/02/06 Attendee at the "Myocardial Velocity and Deformation Imaging 2021" meeting
Meeting
 Myocardial Velocity and Deformation Imaging
Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium
2020/08/29 - 2020/09/01 Attendee at the "ESC Congress 2020: The Digital Experience"
Conference
 ESC Congress 2020
Société Européenne de Cardiologie, France
2018/07/05 - 2018/07/06 Live demo of computer vision algorithm at the "Innovatice Car Experience" event
Other
 Innovatice Car Experience
Bosch Car Multimedia Portugal, Portugal

Universidade do Minho, Portugal
2016/03/13 - 2016/03/19 USART Winter Workshop 2016 (Nendaz, Switzerland)
Workshop
 USART Winter Workshop 2016
GE Healthcare AS, Norway

Katholieke Universiteit Leuven, Belgium
2014/06/16 - 2014/06/18 1st USART Summer School on Cardiac Imaging (Otranto, Italy)
Workshop
 1st USART Summer School on Cardiac Imaging
GE Healthcare AS, Norway

Katholieke Universiteit Leuven, Belgium
2013/02/07 - 2013/02/08 Attendee at the "Myocardial Velocity and Deformation Imaging 2013" meeting
Meeting
 Myocardial Velocity and Deformation Imaging
Katholieke Universiteit Leuven Departement Cardiovasculaire Wetenschappen, Belgium

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024/11/08 Avaliação do tamanho ganglionar na TAC, EBUS e captação de 18F-FDG na PET-CT na previsão de metastização ganglionar mediastínica e hilar no cancro do pulmão de células não pequenas
(Thesis) Arguer
 João António Gonçalves de Freitas Silva (Master)
Universidade do Minho Escola de Medicina, Portugal
2024/11/08 O Papel do ChatGPT na Simplificação de Relatórios de Ressonância Magnética Prostática
(Thesis) Arguer
 Marco António Moreira (Master)
Universidade do Minho Escola de Medicina, Portugal
2024/07/18 Development of an integrated AI software platform to determine the extension and activity of ulcerative colitis
(Thesis) Arguer
 Maria de Faria Costa Baptista Garcias (Master)
Universidade do Minho Escola de Medicina, Portugal
2024/06/18 A new interventional framework for the planning of left atrial appendage occlusion in 2D ultrasound imaging
(Thesis) Main arguer
 João Rafael Silva Fernandes (Master)
Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2024/06/18 Sustained health monitoring using hardware focused on interactive activities
(Thesis) Main arguer
 Ivo Henrique Monteiro Dias (Master)
Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2023/10/17 Chest radiography content-based image retrieval
(Thesis) Main arguer
 Maria Francisca Fontes da Silva (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/03/09 A real-time 3D car-detector vision system for autonomous vehicles
(Thesis) Main arguer
 João Pedro de Oliveira Faria (Master)
Universidade do Minho Escola de Engenharia, Portugal
2023/02/28 Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions
(Thesis) Main arguer
 Bruno da Silva Duarte (Master)
Universidade do Minho Escola de Engenharia, Portugal
2023/02/06 Controlo seguro de sistema de navegação robótica para câmara laparoscópica
(Thesis) Main arguer
 Rui Francisco de Sousa Rodrigues (Master)
Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2023/02/06 Medical robotic assistant system for laparoscopic surgery
(Thesis) Main arguer
 José Miguel de Sousa Rodrigues (Master)
Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2022/12/15 Automatic interpretation of point-of-care lung ultrasound
Supervisor
 Bárbara Malainho Pereira (Master)
Universidade do Minho Escola de Engenharia, Portugal
2022/12/13 Automatic quality assessment of focused cardiac ultrasound exams
Supervisor
 Catarina Rodrigues (Master)
Universidade do Minho Escola de Engenharia, Portugal
2022/12/13 Automatic multi-view pose estimation in focused cardiac ultrasound
Supervisor
 João Pedro Aarão Videiros Freitas (Master)
Universidade do Minho Escola de Engenharia, Portugal
2022/07/04 Machine learning algorithms and organs-on-chips as new technologies for the modeling of human cardiac toxicity and disease
Thesis Member
 José Diogo Teles da Silva Pereira (PhD)
Universidade do Minho Escola de Medicina, Portugal
2021/07/29 Handheld ultrasound guidance for percutaneous nephrolithotomy
(Thesis) Main arguer
 Simão Pedro Rodrigues Valente (Master)
Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal

Ad Hoc journal article review

Journal title (ISSN) Publisher
2024/11/24 - Current IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (0885-3010) Institute of Electrical and Electronics Engineers (IEEE)
2024/10/29 - Current Artificial Intelligence Review (0269-2821) Springer
2024/08/12 - Current Medical Image Analysis (1361-8415) Elsevier
2024/03/07 - Current npj Digital Medicine (2398-6352) Nature Portfolio
2024/02/08 - Current Scientific Reports (2045-2322) Nature Portfolio
2022/02/22 - Current Biomedical Signal Processing and Control (1746-8094) Elsevier BV
2021/06/07 - Current Expert Systems with Applications (0957-4174) Elsevier Ltd.
2020/09/12 - Current Cardiovascular Engineering and Technology (1869-408X) Springer Publishing Company
2020/03/02 - Current IEEE Transactions on Games (2475-1510) Institute of Electrical and Electronics Engineers Inc.
2019/11/07 - Current IEEE Transactions on Medical Imaging (1558-254X) Institute of Electrical and Electronics Engineers Inc.
2019/11/04 - Current Electronics (2079-9292) MDPI
2019/06/24 - Current Applied Sciences (2076-3417) MDPI
2019/06/24 - Current IEEE Journal of Biomedical and Health Informatics (2168-2208) Institute of Electrical and Electronics Engineers Inc.
2019/04/02 - Current Artificial Intelligence in Medicine (0933-3657) Elsevier
2018/10/15 - Current Entropy (1099-4300) MDPI
2018/10/15 - Current IEEE Access (2169-3536) Institute of Electrical and Electronics Engineers Inc.
2018/04/30 - Current Computerized Medical Imaging and Graphics (0895-6111) Elsevier Ltd.
2018/01/21 - Current PLoS ONE (1932-6203) Public Library of Science
2017/11/01 - Current Sensors (1424-8220) MDPI
2017/08/04 - Current International Journal of Computer Assisted Radiology and Surgery (1861-6420) Springer Verlag
2017/08/02 - Current IEEE Journal of Translational Engineering in Health and Medicine (2168-2372) Institute of Electrical and Electronics Engineers Inc.
2017/07/04 - Current IETE Journal of Research (0974-780X) Taylor and Francis Ltd.
2017/03/30 - Current Entertainment Computing (1875-9521) Elsevier
2017/02/21 - Current Computer Methods and Programs in Biomedicine (0169-2607) Elsevier Ireland Ltd
2017/01/11 - Current European Journal of Radiology (0720-048X) Elsevier Ireland Ltd
2016/10/20 - Current Computers in Biology and Medicine (0010-4825) Elsevier Ltd.

Association member

Society Organization name Role
2025/02 - Current Portuguese Society of Pattern Recognition Member
2024/09/23 - Current B.ACIS – Center for Health Innovation Board member
2023/12 - 2024/11 Society of Photo-Optical Instrumentation Engineers (SPIE) Member
2021/08 - 2022/07 The Medical Image Computing and Computer Assisted Intervention (MICCAI) Society Member

Conference scientific committee

Conference name Conference host
2024/10/06 - 2024/10/10 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Marrakesh, Morocco
2024/08/07 - 2024/08/09 2024 IEEE 12th International Conference on Serious Games and Applications for Health (SeGAH) Madeira, Portugal
2023/10/08 - 2023/10/12 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Vancouver, Canada
2023/08/28 - 2023/08/30 2023 IEEE 11th International Conference on Serious Games and Applications for Health (SeGAH) Athens, Greece
2022/09/18 - 2022/09/22 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Singapore
2022/08/10 - 2022/08/12 2022 IEEE 10th International Conference on Serious Games and Applications for Health (SeGAH) Sydney, Australia
2022/07/11 - 2022/07/15 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS) Glasgow, Scotland, UK
2021/08/04 - 2021/08/06 2021 IEEE 9th International Conference on Serious Games and Applications for Health (SeGAH) Dubai, United Arab Emirates
2021/07/19 - 2021/07/21 International Conference on Bioengineering, Biomedical Signal and Image Processing – BIOMESIP 2021 Gran Canaria, Spain
2020/08/12 - 2020/08/14 2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Vancouver, Canada
2019/08/05 - 2019/08/07 2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH) Kyoto, Japan
2018/06/27 - 2018/06/29 International Conference on Innovation, Engineering and Entrepreneurship (Regional HELIX 2018) Guimarães, Portugal
2018/05/16 - 2018/05/18 2018 IEEE 6th International Conference on Serious Games and Applications for Health (SeGAH) Vienna, Austria
2017/04/02 - 2017/04/04 2017 IEEE 5th International Conference on Serious Games and Applications for Health (SeGAH) Perth, Australia
2016/05/11 - 2016/05/13 2016 IEEE International Conference on Serious Games and Applications for Health (SeGAH) Orlando, United States
2016/02/27 - 2016/02/29 11th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications Rome, Italy

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2024/05/16 - 2024/06/07 Course on Data Science for Medicine Medicina (Mestrado integrado) Universidade do Minho Escola de Medicina, Portugal
2024/02/05 - 2024/02/23 Advanced Course on Bioinformatics in Health Science Master in Health Sciences (Mestrado) Universidade do Minho Escola de Medicina, Portugal
2023/01/30 - 2023/02/17 Advanced Course on Bioinformatics in Health Science Master in Health Sciences (Mestrado) Universidade do Minho Escola de Medicina, Portugal
2021/11/08 - 2021/11/26 Advanced Course on Bioinformatics in Health Science Master in Health Sciences (Mestrado) Universidade do Minho Escola de Medicina, Portugal
2020/11/09 - 2020/11/27 Advanced Course on Bioinformatics in Health Science Master in Health Sciences (Mestrado) Universidade do Minho Escola de Medicina, Portugal
2019/11/09 - 2019/11/29 Advanced Course on Bioinformatics in Health Science Master in Health Sciences (Mestrado) Universidade do Minho Escola de Medicina, Portugal
2019/02 - 2019/07 Computer vision (Visão por computador) Engenharia de Sistemas Informáticos (Licenciatura) Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2018/09 - 2019/02 Computer vision (Visão por computador) Eletrónica, Automação e Comando (Curso Técnico Superior Profissional) Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2018/11/12 - 2018/11/30 Advanced Course on Bioinformatics in Health Science Master in Health Sciences (Mestrado) Universidade do Minho Escola de Medicina, Portugal
2018/02 - 2018/07 Computer vision (Visão por computador) Engenharia de Sistemas Informáticos (Licenciatura) Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2017/09 - 2018/02 Robotics (Robótica) Eletrónica, Automação e Comando (Curso Técnico Superior Profissional) Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2017/12/04 - 2018/01/05 Advanced Course on Bioinformatics in Health Science Master in Health Sciences (Mestrado) Universidade do Minho Escola de Medicina, Portugal
2017/02 - 2017/07 Computer vision (Visão por computador) Engenharia de Sistemas Informáticos (Licenciatura) Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2016/09/26 - 2017/02 Robotics (Robótica) Eletrónica, Automação e Comando (Curso Técnico Superior Profissional) Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal
2016/12/05 - 2017/01/06 Advanced Course on Bioinformatics in Health Science Master in Health Sciences (Mestrado) Universidade do Minho Escola de Medicina, Portugal
2015/11/09 - 2015/11/20 Advanced Course on Bioinformatics in Health Science Master in Health Sciences (Mestrado) Universidade do Minho Escola de Medicina, Portugal

Interview (tv / radio show)

Program Topic
2024/08/05 - Current Rádio Universitária do Minho (RUM) Automatic multi-view pose estimation in Focused Cardiac Ultrasound
2023/05/22 - 2023/05/22 90 segundos de Ciência Automating analysis and training in Focused Cardiac Ultrasound

Other jury / evaluation

Activity description Institution / Organization
2025/01/31 - Current Arguer of Master Thesis Plan report, entitled "Designing new quality metrics for colonoscopy video using explainable AI techniques", by Andreia Martins, of the Master in Biomedical Engineering Universidade do Minho Escola de Engenharia, Portugal
2025/01/31 - Current Arguer of Master Thesis Plan report, entitled "Non-invasive bone registration using ultrasound for surgical navigation", by Francisca Silva, of the Master in Biomedical Engineering Universidade do Minho Escola de Engenharia, Portugal
2024/06/19 - Current Internal arguer of work performed in Project 3 (Medicine), entitled "Integration of Artificial intelligence into undergraduate teaching methodologies in the field of medicine", by Daniela Martins Universidade do Minho Escola de Medicina, Portugal
2024/02/02 - 2024/02/02 Arguer of Master Thesis Plan report, entitled "Segmentation of fetal brain structures in MRI images", by Francisca Costa, of the Master in Biomedical Engineering Universidade do Minho Escola de Engenharia, Portugal
2024/02/02 - 2024/02/02 Arguer of Master Thesis Plan report, entitled "Detection, location and segmentation of organs and surgical tools in laparoscopy by using Large Vision Models", by Gonçalo Arantes, of the Master in Biomedical Engineering Universidade do Minho Escola de Engenharia, Portugal
2023/06/15 - 2023/06/15 Arguer at PhD curricular unit report, entitled "Motion estimation for automatic measurement of left ventricular strain in echocardiography", by Sofia Ferraz Universidade do Porto Faculdade de Engenharia, Portugal
Distinctions

Award

2024 Honorable Mention for Poster in Image-guided Procedures, Robotic Interventions and Modeling
SPIE, United States
2024 Honorable mention in "MICCAI 2024 Outstanding Reviewer Awards”
Medical Image Computing and Computer Assisted Intervention Society, United States
2021 Best Paper Award in the M&Ms-2 Challenge (MICCAI 2021)
M&Ms-2 organizers (MICCAI 2021), France
2019 Best oral communication at XI National Congress of the Portuguese Association of Neuro-Oncology
Associação Portuguesa de Neuro-oncologia (APNO), Portugal
2018 Best poster award at 2nd ICVS Open Week
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2017 Best oral communication at X National Congress of the Portuguese Association of Neuro-Oncology
Associação Portuguesa de Neuro-oncologia (APNO), Portugal
2015 Best Engineering Student Award
Universidade do Minho, Portugal

Ordem dos Engenheiros, Portugal
2015 Best Poster Award in Image Processing
SPIE, United States
2015 Honorable Mention for Poster in Computer-Aided Diagnosis
SPIE, United States
2014 CES 2014 Innovations Design and Engineering Award Honoree
Consumer Technology Association, United States
2014 CES 2014 Innovations Awards: Home AV Components Finalist
Consumer Technology Association, United States
2013 Caixa Geral de Depósitos Award
Universidade do Minho, Portugal

Caixa Geral de Depositos, Portugal
2012 2010/2011 Almedina Merit Award
Grupo Almedina, Portugal

Universidade do Minho, Portugal
2010 2008/2009 Almedina Merit Award
Universidade do Minho, Portugal

Grupo Almedina, Portugal

Other distinction

2024 Winner of team “3D Tracking Accuracy Prize” at STIR Challenge
Medical Image Computing and Computer Assisted Intervention Society, United States
2024 Winner team of “2D Tracking Latency Prize” at STIR Challenge
Medical Image Computing and Computer Assisted Intervention Society, United States
2023 Winning project at "Hackathon ICVS/CCG" - ClouDMalarIA
Centro de Computação Gráfica, Portugal

Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2022 NVIDIA Academic Hardware Grant
NVIDIA Corp, United States
2020 Grant of the Scientific Employment Stimulus (Junior Position)
Fundação para a Ciência e a Tecnologia, Portugal
2019 Travel grant "Bolsas Papers@USA"
Fundação Luso-Americana, Portugal
2015 "Merit Scholarhip” for the 2011/2012 academic year
Universidade do Minho, Portugal
2014 Individual Ph.D. scholarship
Fundação para a Ciência e a Tecnologia, Portugal
2013 2010/2011 Merit Scholarship
Universidade do Minho, Portugal
2013 2010/2011 Merit Award
Universidade do Minho, Portugal
2011 2009/2010 Merit Scholarship
Universidade do Minho, Portugal
2011 2009/2010 Merit Award
Universidade do Minho, Portugal
2010 2008/2009 Merit Award
Universidade do Minho, Portugal
2008 Merit Award
Ministério da Educação, Portugal

Escola Secundária Carlos Amarante, Portugal