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JOÃO PEDRO SOUSA FERREIRA. Completed the Doutoramento in Engenharia Mecânica in 2020 by Universidade do Porto Faculdade de Engenharia and Mestrado in Engenharia Mecânica in 2014 by Universidade do Porto Faculdade de Engenharia. Is Invited Assistant in Universidade do Porto and Principal Investigator in Instituto de Engenharia Mecanica e Gestao Industrial. Published 61 articles in journals. Has 1 patent(s) registered. Organized 3 event(s). Participated in 9 event(s). Supervised 1 PhD thesis(es) e co-supervised 1. Supervised 4 MSc dissertation(s) e co-supervised 3. Supervised 4 work(s) of course completion of LSc/BSc. Has received 3 awards and/or honors. Participates and/or participated as Principal investigator in 2 project(s). Works in the area(s) of Engineering and Technology with emphasis on Mechanical Engineering, Medical and Health Sciences with emphasis on Medical Biotechnology with emphasis on Health-Related Biotechnology and Engineering and Technology with emphasis on Medical Engineering. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Childbirth simulation; Biomechanics; Oriented patient-specific model; Constitutive modelling; Atomic Force Microscopy; Fluorescence Imaging; Urogynaecology; Prolapse; Cog thread; Biomechanical properties ; Image Classification; Gastrointestinal Endoscopy; Machine Learning; .
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Identification

Personal identification

Full name
JOÃO PEDRO SOUSA FERREIRA

Citation names

  • Ferreira, João
  • Ferreira, João Pedro
  • João Pedro Ferreira
  • João Pedro Sousa Ferreira
  • J. P. S. Ferreira
  • JPS Ferreira

Author identifiers

Ciência ID
3619-AFD1-9637
ORCID iD
0000-0003-4310-2915
Google Scholar ID
4evUtFkAAAAJ&hl
Researcher Id
G-9796-2016
Scopus Author Id
57193092231

Email addresses

  • j.ferreira@fe.up.pt (Professional)

Addresses

  • INEGI - Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial. Rua Dr. Roberto Frias, 400, 4200-465, Porto, Porto, Portugal (Professional)
  • Faculdade de Engenharia da Universidade do Porto Rua Dr Roberto Frias, 4200-465, Porto, Porto, Portugal (Professional)

Knowledge fields

  • Engineering and Technology - Mechanical Engineering
  • Medical and Health Sciences - Medical Biotechnology - Health-Related Biotechnology
  • Engineering and Technology - Medical Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
English Advanced (C1) Advanced (C1) Advanced (C1) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2015
Concluded
 Engenharia Mecânica (Doutoramento)
Major in Sem especialidade
Universidade do Porto Faculdade de Engenharia, Portugal
"A cell-based approach to early detect female pelvic organ prolapse" (THESIS/DISSERTATION)
2014
Concluded
 Engenharia Mecânica (Mestrado)
Major in Área de especialização: Projecto e Construção Mecânica
Universidade do Porto Faculdade de Engenharia, Portugal
"Elasto-plastic analysis of structures using an isogeometric formulation" (THESIS/DISSERTATION)
Affiliation

Science

Category
Host institution 		Employer
2021/03/27 - Current Principal Investigator (Research) Instituto de Engenharia Mecanica e Gestao Industrial, Portugal
Universidade do Porto, Portugal
2019/01/07 - 2021/07/31 Visiting Researcher (Research) Cleveland Clinic Lerner Research Institute, United States
Case Western Reserve University, United States
2014/09/01 - 2015/08/31 Researcher (Research) Instituto de Engenharia Mecanica e Gestao Industrial, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2017 - Current Invited Assistant (University Teacher) Universidade do Porto, Portugal
2016/09/01 - 2020/02/29 Invited Assistant (University Teacher) Universidade do Porto Faculdade de Engenharia, Portugal
2011/09/01 - 2013/07/31 Tutor (University Teacher) Universidade do Porto Faculdade de Engenharia, Portugal
Projects

Grant

Designation Funders
2021/03 - 2024/03 Novel pre-tensioned cog threads for transvaginal repair of anterior and posterior compartment prolapse<br>
Provided by PTCRIS: PTDC/EMD-EMD/2229/2020
 Fundação para a Ciência e a Tecnologia
2021/03/01 - 2024/02/29 Cyclic loading effects in bladder cancer cells
PTDC/EME-APL/1342/2020
Principal investigator
Associated Laboratory for Energy Transports and Aeronautics, Portugal

Instituto Português de Oncologia do Porto Francisco Gentil Centro de Investigação, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2021/03 - 2024/02 Cyclic loading effects in bladder cancer cells
Provided by PTCRIS: PTDC/EME-APL/1342/2020
 Fundação para a Ciência e a Tecnologia
2021/01/01 - 2021/06/30 Generative Adversarial Networks for the material characterisation of biological tissues
CPCA/A0/7363/2020
Principal investigator
Fundação para a Ciência e a Tecnologia
Ongoing
2018/06 - 2021/05 A biomechanical approach to improve childbirth outcomes
Provided by PTCRIS: PTDC/EME-EME/30062/2017
 Fundação para a Ciência e a Tecnologia
2016/01 - 2019/12 A cell-based approach to early detect female pelvic floor disorders
Provided by PTCRIS: SFRH/BD/107860/2015
 Fundação para a Ciência e a Tecnologia

Contract

Designation Funders
2021/03/29 - 2024/03/28 Novel pre-tensioned cog threads for transvaginal repair of anterior and posterior compartment prolapse<br>
PTDC/EMD-EMD/2229/2020
Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia, Portugal

Associated Laboratory for Energy Transports and Aeronautics, Portugal

Universidade do Porto Instituto de Ciências Biomédicas Abel Salazar, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2018/06/01 - 2021/05/31 A biomechanical approach to improve childbirth outcomes
PTDC/EME-EME/30062/2017
Instituto de Engenharia Mecanica e Gestao Industrial, Portugal

Universidade do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2016/01/01 - 2019/12/31 A cell-based approach to early detect female pelvic floor disorders
SFRH/BD/107860/2015
 Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Conference abstract
  1. Pacheco, Luís; Ferreira, João Pedro; Parente, Marco. "Prediction of surface properties from Atomic Force Microscopy nanoindentations using Neural Networks". Paper presented in DCE 2023 - 5th Doctoral Congress in Engineering, 2023.
Conference paper
  1. "DOP57 Development and validation of a convolutional neural network for the automatic detection of enteric ulcers and erosions in capsule endoscopy: A multicentric study". 2022.
    10.1093/ecco-jcc/jjab232.096
  2. "P156 A multicentric study on the development and application of a deep learning algorithm for automatic detection of ulcers and erosions in the novel PillCam™ Crohn’s capsule". 2022.
    10.1093/ecco-jcc/jjab232.284
  3. Ferreira, João. "Inteligência Artificial e Colonoscopia por Cápsula: Deteção Automática de Sangue e Outras Lesões da Mucosa do Cólon Através de uma Rede Neural Convolucional". 2021.
    10.1055/s-0041-1741853
  4. "Inteligência Artificial e Endoscopia por Cápsula: Deteção Automática de Úlceras e Erosões". 2021.
    10.1055/s-0041-1741988
  5. "Deteção Automática de Lesões Protuberantes Entéricas na Endoscopia por Cápsula Usando uma Rede Neuronal Convolucional". 2021.
    10.1055/s-0041-1741850
  6. "Deteção Automática de Sangue Luminal em Colonoscopia por Cápsula Usando uma Rede Neural Convolucional". 2021.
    10.1055/s-0041-1741849
Conference poster
  1. Monteiro-Reis, Sara; Ferreira, João Pedro; Pires, Ricardo; Lobo, João; Reis, Rui; Natal Jorge, Renato; Jerónimo, Carmen. "Bladder stiffness after cystectomy in male patients: a preliminary study.". Paper presented in 28th Meeting of the EAU Section of Urological Research, 2022.
  2. Monteiro-Reis, Sara; Ferreira, João Pedro; Pires, Ricardo; Lobo, João; Reis, Rui; Natal Jorge, Renato; Jerónimo, Carmen. "Bladder stiffness after cystectomy in bladder cancer patients: a pilot study.". Paper presented in 5th ASPIC International congress, 2022.
  3. Carvalho, Eduardo; Oliveira, Dulce; Parente, Marco; Natal Jorge, Renato; João Pedro Sousa Ferreira. Corresponding author: Carvalho, Eduardo. "Rib Cage: from CT scan images to finite element analysis". Paper presented in 5th Meeting of the Young Researchers of LAETA, 2022.
  4. Pacheco, Luís; Ferreira, João Pedro; Marques, Marco; Parente, Marco; Oliveira, Dulce; Natal Jorge, Renato. "Modeling Adhesion Properties of Smooth Muscle Cells during Atomig Force Microscopy". Paper presented in 5th Meeting of the Young Researchers of LAETA, 2022.
Journal article
  1. Luís R. L. Pacheco; João P. S. Ferreira; Marco P. L. Parente. "Deep Learning Regressors of Surface Properties from Atomic Force Microscopy Nanoindentations". Applied Sciences (2024): https://doi.org/10.3390/app14062376.
    10.3390/app14062376
  2. M.C.P. Vila Pouca; M.R.G. Cerqueira; J.P.S. Ferreira; R. Darabi; N.A.G. Ramião; R. Sobreiro-Almeida; A.P.G. Castro; et al. "Simulating 3D printing on hydrogel inks: A finite element framework for predicting mechanical properties and scaffold deformation". Finite Elements in Analysis and Design (2024): https://doi.org/10.1016/j.finel.2023.104098.
    10.1016/j.finel.2023.104098
  3. Saraiva, Miguel Mascarenhas; Spindler, Lucas; Fathallah, Nadia; Beaussier, Hélene; Mamma, Célia; Quesnée, Mathilde; Ribeiro, Tiago; et al. "Deep Learning in High-Resolution Anoscopy: Assessing the Impact of Staining and Therapeutic Manipulation on Automated Detection of Anal Cancer Precursors". Clinical and Translational Gastroenterology (2024): http://dx.doi.org/10.14309/ctg.0000000000000681.
    10.14309/ctg.0000000000000681
  4. Carvalho, Eduardo; João Pedro Sousa Ferreira; Natal Jorge, Renato; Marco Paulo Lages Parente. "Development of Data-driven Constitutive Models: Applications in the Finite Element Simulation of Hyperelastic Materials". Mechanics of Materials (2024):
    Under revision
  5. Miguel José Mascarenhas Saraiva; João Afonso; Tiago Ribeiro; Pedro Cardoso; Francisco Mendes; Miguel Martins; Ana Patrícia Andrade; et al. "AI-Driven Colon Cleansing Evaluation in Capsule Endoscopy: A Deep Learning Approach". Diagnostics (2023): https://doi.org/10.3390/diagnostics13233494.
    10.3390/diagnostics13233494
  6. Tânia Rocha; Ana Margarida Teixeira; Susana G. Gomes; António André; Pedro Martins; João Ferreira; Rita Negrão. "A 3D printed hydrogel to promote human keratinocytes' spheroid-based growth". Journal of Biomedical Materials Research Part B: Applied Biomaterials (2023): https://doi.org/10.1002/jbm.b.35216.
    10.1002/jbm.b.35216
  7. Sara Monteiro-Reis; João P. S. Ferreira; Ricardo A. Pires; João Lobo; João A. Carvalho; Rui L. Reis; Renato Natal Jorge; Carmen Jerónimo. "Bladder Wall Stiffness after Cystectomy in Bladder Cancer Patients: A Preliminary Study". Cancers (2023): https://doi.org/10.3390/cancers15020359.
    10.3390/cancers15020359
  8. Moura, Rita; Oliveira, Dulce; Ferreira, João Pedro; Parente, Marco; Kimmich, Nina; Natal Jorge, Renato. "A finite element-based machine learning framework to predict the mechanical behavior of the pelvic floor muscles during childbirth". Experts Systems with Applications (2023):
    Under revision
  9. Filipe Vilas-Boas; Tiago Ribeiro; João Afonso; Hélder Cardoso; Susana Lopes; Pedro Moutinho-Ribeiro; João Ferreira; Miguel Mascarenhas-Saraiva; Guilherme Macedo. "Deep Learning for Automatic Differentiation of Mucinous versus Non-Mucinous Pancreatic Cystic Lesions: A Pilot Study". Diagnostics (2022): https://doi.org/10.3390/diagnostics12092041.
    10.3390/diagnostics12092041
  10. Saraiva MM; Spindler L; Fathallah N; Beaussier H; Mamma C; Quesnée M; Ribeiro T; et al. "Artificial intelligence and high-resolution anoscopy: automatic identification of anal squamous cell carcinoma precursors using a convolutional neural network.". Techniques in coloproctology (2022): http://europepmc.org/abstract/med/35986806.
    10.1007/s10151-022-02684-z
  11. Miguel Mascarenhas; João Afonso; Tiago Ribeiro; Hélder Cardoso; Patrícia Andrade; João P. S. Ferreira; Miguel Mascarenhas Saraiva; Guilherme Macedo. "Performance of a Deep Learning System for Automatic Diagnosis of Protruding Lesions in Colon Capsule Endoscopy". Diagnostics (2022): https://doi.org/10.3390/diagnostics12061445.
    10.3390/diagnostics12061445
  12. Mariana R. Carvalho; João P. S. Ferreira; Dulce A. Oliveira; Marco P. L. Parente; Renato M. Natal Jorge. "Biomechanical characterization of the small intestine to simulate gastrointestinal tract chyme propulsion". International Journal for Numerical Methods in Biomedical Engineering (2022): https://doi.org/10.1002/cnm.3588.
    10.1002/cnm.3588
  13. Ana Rita Reis; João P. S. Ferreira; Ana Guerra; António Fernandes; Sónia Torres-Costa; Manuel Falcão; Marco P. L. Parente. "Finite Element Analysis of the Epiretinal Membrane Contraction". Applied Sciences (2022): https://doi.org/10.3390/app12052623.
    10.3390/app12052623
  14. "Deep learning and colon capsule endoscopy: automatic detection of blood and colonic mucosal lesions using a convolutional neural network". Endoscopy International Open 10 02 (2022): E171-E177. http://dx.doi.org/10.1055/a-1675-1941.
    10.1055/a-1675-1941
  15. "Automated detection of ulcers and erosions in capsule endoscopy images using a convolutional neural network". Medical & Biological Engineering & Computing (2022): http://dx.doi.org/10.1007/s11517-021-02486-9.
    10.1007/s11517-021-02486-9
  16. "On the Management of Maternal Pushing During the Second Stage of Labor: A Biomechanical Study Considering Passive Tissue Fatigue Damage Accumulation". American Journal of Obstetrics and Gynecology (2022): http://dx.doi.org/10.1016/j.ajog.2022.01.023.
    10.1016/j.ajog.2022.01.023
  17. Rosa, Natacha; Moura, Marcelo F. S. F.; Olhero, Susana; Simoes, Ricardo; Magalhaes, Fernao D.; Marques, Antonio Torres; Ferreira, Joao P. S.; et al. "Bone: An Outstanding Composite Material". Applied Sciences (2022): https://publons.com/wos-op/publon/2980531/.
    10.3390/APP12073381
  18. Ferreira, J.P.S.; Saraiva, M.M.; Ribeiro, T.; Vilas Boas Silva, F.; Pereira, P.; Jorge, R.N.; Macedo, G.. "Response". Gastrointestinal Endoscopy 95 6 (2022): 1284-1284. http://www.scopus.com/inward/record.url?eid=2-s2.0-85130344540&partnerID=MN8TOARS.
    10.1016/j.gie.2022.02.038
  19. "Deep Learning and Device-Assisted Enteroscopy: Automatic Detection of Gastrointestinal Angioectasia". Medicina 57 12 (2021): 1378-1378. http://dx.doi.org/10.3390/medicina57121378.
    10.3390/medicina57121378
  20. Mascarenhas Saraiva M; Ribeiro T; Ferreira JPS; Vilas Boas Silva F; Afonso J; Santos AL; Parente MPL; et al. "Artificial intelligence for automatic diagnosis of biliary strictures malignancy status in single-operator cholangioscopy: a pilot study.". Gastrointestinal endoscopy (2021): http://europepmc.org/abstract/med/34508767.
    10.1016/j.gie.2021.08.027
  21. Ferreira JPS; de Mascarenhas Saraiva MJDQEC; Afonso JPL; Ribeiro TFC; Cardoso HMC; Ribeiro Andrade AP; de Mascarenhas Saraiva MNG; Parente MPL; de Macedo GMG. "Identification of ulcers and erosions by the novel Pillcam™ Crohn's Capsule using a convolutional neural network: a multicentre pilot study.". Journal of Crohn's & colitis (2021): http://europepmc.org/abstract/med/34228113.
    10.1093/ecco-jcc/jjab117
  22. João Afonso; Miguel Mascarenhas Saraiva; João P.S. Ferreira; Tiago Ribeiro; Hélder Cardoso; Guilherme Macedo. "Performance of a convolutional neural network for automatic detection of blood and hematic residues in small bowel lumen". Digestive and Liver Disease (2021): https://doi.org/10.1016%2Fj.dld.2021.01.025.
    10.1016/j.dld.2021.01.025
  23. Afonso, J.; Saraiva, M.J.M.; Ferreira, J.P.S.; Cardoso, H.; Ribeiro, T.; Andrade, P.; Parente, M.; et al. "Development of a Convolutional Neural Network for Detection of Erosions and Ulcers With Distinct Bleeding Potential in Capsule Endoscopy". Techniques and Innovations in Gastrointestinal Endoscopy (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85110387515&partnerID=MN8TOARS.
    10.1016/j.tige.2021.06.003
  24. Ribeiro, Tiago; Saraiva, Miguel Mascarenhas; Ferreira, Joao P. S.; Cardoso, Helder; Afonso, Joao; Andrade, Patricia; Parente, Marco; Jorge, Renato Natal; Macedo, Guilherme. "Artificial intelligence and capsule endoscopy: automatic detection of vascular lesions using a convolutional neural network". Annals of Gastroenterology (2021): https://publons.com/publon/50649988/.
    10.20524/AOG.2021.0653
  25. Mascarenhas, Miguel; Ribeiro, Tiago; Afonso, Joao; Sousa Ferreira, Joao Pedro; Boas, Filipe Vilas; Santos, Ana; Cardoso, Helder; et al. "Artificial Intelligence for automatic diagnosis of biliary strictures malignancy status in Single-Operator Cholangioscopy". Journal of Hepatology (2021): https://publons.com/publon/50649985/.
  26. Ribeiro, Tiago; Saraiva, Miguel Mascarenhas; Afonso, Joao; Ferreira, Joao P. S.; Boas, Filipe Vilas; Parente, Marco P. L.; Jorge, Renato N.; Pereira, Pedro; Macedo, Guilherme. "Automatic Identification of Papillary Projections in Indeterminate Biliary Strictures Using Digital Single-Operator Cholangioscopy". Clinical and Translational Gastroenterology (2021): https://publons.com/publon/50649981/.
    10.14309/CTG.0000000000000418
  27. Ribeiro, Tiago; Mascarenhas, Miguel; Afonso, Joao; Sousa Ferreira, Joao Pedro; Vilas-Boas, Filipe; Parente, Marco; Jorge, Renato Natal; Pereira, Pedro; Macedo, Guilherme. "Artificial intelligence and digital single-operator cholangioscopy: automatic identification of neoplastic masses in patients with indeterminate biliary strictures". Journal of Hepatology (2021): https://publons.com/publon/50649987/.
  28. Afonso, Joao; Mascarenhas, Miguel; Ribeiro, Tiago; Sousa Ferreira, Joao Pedro; Vilas-Boas, Filipe; Parente, Marco; Jorge, Renato Natal; Pereira, Pedro; Macedo, Guilherme. "Artificial intelligence and digital single-operator cholangioscopy: automatic identification of neoplastic biliary nodules in patients with indeterminate biliary stenosis". Journal of Hepatology (2021): https://publons.com/publon/50649986/.
  29. Mascarenhas, Miguel; Ribeiro, Tiago; Afonso, Joao; Sousa Ferreira, Joao Pedro; Vilas-Boas, Filipe; Jorge, Renato Natal; Pereira, Pedro; et al. "Artificial Intelligence and Digital Single-Operator Cholangioscopy: automatic identification of tumor vessels in patients with indeterminate biliary strictures". Journal of Hepatology (2021): https://publons.com/publon/50649984/.
    10.1159/000518901
  30. Ribeiro, Tiago; Mascarenhas, Miguel; Afonso, Joao; Sousa Ferreira, Joao Pedro; Vilas-Boas, Filipe; Parente, Marco; Jorge, Renato Natal; Pereira, Pedro; Macedo, Guilherme. "Artificial intelligence and digital single-operator cholangioscopy: automatic identification of papillary projections in patients with indeterminate biliary strictures". Journal of Hepatology (2021): https://publons.com/publon/50649983/.
  31. Afonso, Joao; Mascarenhas, Miguel; Ribeiro, Tiago; Cardoso, Helder; Andrade, Patricia; Ferreira, Joao; Parente, Marco; Natal, Renato; Macedo, Guilherme. "Automatic Detection of Colonic Ulcers and Erosions in Colon Capsule Endoscopy Images Using a Convolutional Neural Network". The American Journal of Gastroenterology (2021): https://publons.com/wos-op/publon/52588778/.
    10.1093/ECCO-JCC/JJAB076.240
  32. Mascarenhas, Miguel; Ribeiro, Tiago; Afonso, Joao; Ferreira, Joao; Cardoso, Pedro Marilio; Cardoso, Helder; Andrade, Patricia; et al. "Development of a Convolutional Neural Network for the Detection of Vascular Lesions in Double-Balloon Enteroscopy: A Proof-of-Concept Study". The American Journal of Gastroenterology (2021): https://publons.com/wos-op/publon/52588782/.
  33. Mascarenhas, Miguel; Afonso, Joao; Ribeiro, Tiago; Ferreira, Joao; Cardoso, Helder; Andrade, Patricia; Parente, Marco; Natal, Renato; Macedo, Guilherme. "Deep Learning and Capsule Endoscopy: Automatic Identification and Differentiation of Small Bowel Lesions With Distinct Hemorrhagic Potential Using a Convolutional Neural Network". The American Journal of Gastroenterology (2021): https://publons.com/wos-op/publon/52588783/.
  34. Mascarenhas, Miguel; Afonso, Joao; Ribeiro, Tiago; Ferreira, Joao; Cardoso, Helder; Andrade, Patricia; Natal, Renato; Macedo, Guilherme. "Deep Learning and Capsule Endoscopy: Automatic Classification of Small Bowel Cleansing Using a Convolutional Neural Network". The American Journal of Gastroenterology (2021): https://publons.com/wos-op/publon/52588781/.
  35. Afonso, Joao; Saraiva, Miguel M.; Cardoso, Helder; Ferreira, Joao; Andrade, Patricia; Macedo, Guilherme. "ARTIFICIAL INTELLIGENCE AND VIDEO CAPSULE COLONOSCOPY: AUTOMATIC DETECTION OF BLOOD IN COLONIC LUMEN USING A CONVOLUCIONAL NEURAL NETWORK". Gastrointestinal Endoscopy (2021): https://publons.com/wos-op/publon/52588793/.
  36. Mascarenhas Saraiva, Miguel Jose; Afonso, Joao; Ribeiro, Tiago; Ferreira, Joao; Cardoso, Helder; Andrade, Ana Patricia; Parente, Marco; et al. "Deep learning and capsule endoscopy: automatic identification and differentiation of small bowel lesions with distinct haemorrhagic potential using a convolutional neural network". BMJ Open Gastroenterology (2021): https://publons.com/wos-op/publon/51622762/.
    10.1136/BMJGAST-2021-000753
  37. Saraiva, Miguel M.; Cardoso, Helder; Afonso, Joao; Ferreira, Joao; Andrade, Patricia; Macedo, Guilherme. "ARTIFICIAL INTELLIGENCE AND COLON CAPSULE ENDOSCOPY: AUTOMATIC DETECTION OF COLONIC PROTUBERANT LESIONS USING A CONVOLUTIONAL NEURAL NETWORK". Gastrointestinal Endoscopy (2021): https://publons.com/wos-op/publon/52588791/.
  38. Saraiva, M., Jr.; Ribeiro, T.; Afonso, J.; Cardoso, H.; Ferreira, J.; Andrade, P.; Parente, M.; et al. "Automatic detection of ulcers and erosions in PillCam (TM) Crohn's capsule using a convolutional neural network". Journal of Crohn's and Colitis (2021): https://publons.com/wos-op/publon/52588796/.
    10.1093/ECCO-JCC/JJAB073.119
  39. Afonso, Joao; Saraiva, Miguel M.; Cardoso, Helder; Ferreira, Joao; Andrade, Patricia; Macedo, Guilherme. "AUTOMATIC DETECTION OF ENTERIC PROTRUDING LESIONS IN CAPSULE ENDOSCOPY USING A CONVOLUCIONAL NEURAL NETWORK". Gastrointestinal Endoscopy (2021): https://publons.com/wos-op/publon/52588794/.
  40. Saraiva, Miguel M.; Cardoso, Helder; Afonso, Joao; Ferreira, Joao; Andrade, Patricia; Macedo, Guilherme. "DEEP LEARNING AND CAPSULE ENDOSCOPY: AUTOMATIC DETECTION OF ULCERS AND ENTERIC EROSIONS IN CAPSULE ENDOSCOPY USING A CONVOLUTIONAL NEURAL NETWORK". Gastrointestinal Endoscopy (2021): https://publons.com/wos-op/publon/52588795/.
  41. Afonso, J.; Mascarenhas, M.; Ribeiro, T.; Cardoso, H.; Ferreira, J.; Andrade, P.; Jorge, R.; Lopes, S.; Macedo, C.. "Artificial Intelligence and Colon Capsule Endoscopy: Automatic detection of colonic mucosal lesions and blood using a convolutional neural network". Journal of Crohn's and Colitis (2021): https://publons.com/wos-op/publon/52588798/.
    10.1093/ECCO-JCC/JJAB076.315
  42. Mascarenhas, Miguel; Ribeiro, Tiago; Afonso, Joao; Ferreira, Joao; Boas, Filipe Vilas; Cardoso, Elder; Natal, Renato; Pereira, Pedro; Macedo, Guilherme. "Deep Learning and Digital Single-Operator Cholangioscopy: Automatic Detection and Classification of Malignant Biliary Masses in Patients With Indeterminate Biliary Strictures". The American Journal of Gastroenterology (2021): https://publons.com/wos-op/publon/52588751/.
  43. Afonso, Joao; Mascarenhas, Miguel; Ribeiro, Tiago; Ferreira, Joao; Cardoso, Helder; Andrade, Patricia; Parente, Marco; Natal, Renato; Macedo, Guilherme. "Automatic Detection of Small Bowel Protruding Lesion in Double-balloon Enteroscopy Using a Convolutional Neural Network: A Proof-of-concept Study". The American Journal of Gastroenterology (2021): https://publons.com/wos-op/publon/52588753/.
  44. Ribeiro, Tiago; Mascarenhas, Miguel; Afonso, Joao; Ferreira, Joao; Boas, Filipe Vilas; Parente, Marco; Natal, Renato; Pereira, Pedro; Macedo, Guilherme. "Artificial Intelligence for Automatic Diagnosis of Biliary Strictures Malignancy Status in Single-Operator Cholangioscopy: A Proof-of-Concept Study". The American Journal of Gastroenterology (2021): https://publons.com/wos-op/publon/52588752/.
  45. Mascarenhas, Miguel; Ribeiro, Tiago; Afonso, Joao; Ferreira, Joao; Vilas-Boas, Filipe; Cardoso, Helder; Santos, Ana Luisa; et al. "DEEP LEARNING AND DIGITAL SINGLE-OPERATOR CHOLANGIOSCOPY: AUTOMATIC IDENTIFICATION OF NEOPLASTIC BILIARY NODULES IN PATIENTS WITH INDETERMINATE BILIARY STENOSIS". Hepatology (2021): https://publons.com/wos-op/publon/52588749/.
  46. Mascarenhas, Miguel; Ribeiro, Tiago; Boas, Filipe Vilas; Afonso, Joao; Ferreira, Joao; Lopes, Susana; Ribeiro, Pedro Moutinho; Natal, Renato; Macedo, Guilherme. "Artificial Intelligence for Automatic Diagnosis of Mucinous Pancreatic Cystic Lesions in Endoscopic Ultrasound: A Pilot Study". The American Journal of Gastroenterology (2021): https://publons.com/wos-op/publon/52588750/.
  47. João P. S. Ferreira; Mei Kuang; Marco Marques; Marco P. L. Parente; Margot S. Damaser; Renato M. Natal Jorge. "On the mechanical response of the actomyosin cortex during cell indentations". Biomechanics and Modeling in Mechanobiology (2020): https://doi.org/10.1007/s10237-020-01324-5.
    10.1007/s10237-020-01324-5
  48. Ferreira, João. "Altered mechanics of vaginal smooth muscle cells due to the lysyl oxidase-like1 knockout". Acta Biomaterialia (2020): http://dx.doi.org/10.1016/j.actbio.2020.03.046.
    10.1016/j.actbio.2020.03.046
  49. J. A. López-Campos; J. P. S. Ferreira; A. Segade; J. R. Fernández; R. M. Natal. "Characterization of hyperelastic and damage behavior of tendons". Computer Methods in Biomechanics and Biomedical Engineering (2020): https://doi.org/10.1080/10255842.2019.1710742.
    10.1080/10255842.2019.1710742
  50. João P. S. Ferreira; Rita Rynkevic; Pedro A. L. S. Martins; Marco P. L. Parente; Nele M. Famaey; Jan Deprest; António A. Fernandes. "Predicting the mechanical response of the vaginal wall in ball burst tests based on histology". Journal of Biomedical Materials Research Part B: Applied Biomaterials (2019): https://doi.org/10.1002/jbm.b.34534.
    10.1002/jbm.b.34534
  51. M. C. P. Vila Pouca; J. P. S. Ferreira; D. A. Oliveira; M. P. L. Parente; M. T. Mascarenhas; R. M. Natal Jorge. "Simulation of the uterine contractions and foetus expulsion using a chemo-mechanical constitutive model". Biomechanics and Modeling in Mechanobiology 18 3 (2019): 829-843. https://doi.org/10.1007/s10237-019-01117-5.
    10.1007/s10237-019-01117-5
  52. Oliveira, D.; Pouca, M.V.; Ferreira, J.; Mascarenhas, T.. "Episiotomy: The biomechanical impact of multiple small incisions during a normal vaginal delivery". Interface Focus 9 5 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85071648338&partnerID=MN8TOARS.
    10.1098/rsfs.2019.0027
  53. Rita Rynkevic; João Ferreira; Pedro Martins; Marco Parente; Antonio A. Fernandes. "Linking hyperelastic theoretical models and experimental data of vaginal tissue through histological data". Journal of Biomechanics (2018): https://doi.org/10.1016%2Fj.jbiomech.2018.10.038.
    10.1016/j.jbiomech.2018.10.038
  54. M.C.P. Vila Pouca; J.P.S. Ferreira; D.A. Oliveira; M.P.L. Parente; Teresa Mascarenhas; R.M. Natal Jorge. "On the effect of labour durations using an anisotropic visco-hyperelastic-damage approach to simulate vaginal deliveries". Journal of the Mechanical Behavior of Biomedical Materials (2018): https://doi.org/10.1016%2Fj.jmbbm.2018.08.011.
    10.1016/j.jmbbm.2018.08.011
  55. E. Azinpour; J. P. S. Ferreira; M. P. L. Parente; J. Cesar de Sa. "A simple and unified implementation of phase field and gradient damage models". Advanced Modeling and Simulation in Engineering Sciences 5 1 (2018): https://doi.org/10.1186%2Fs40323-018-0106-7.
    10.1186/s40323-018-0106-7
  56. J.P.S. Ferreira; M.P.L. Parente; R.M. Natal Jorge. "Continuum mechanical model for cross-linked actin networks with contractile bundles". Journal of the Mechanics and Physics of Solids (2017): https://doi.org/10.1016%2Fj.jmps.2017.09.009.
    10.1016/j.jmps.2017.09.009
  57. Ferreira, João. "Viscous effects in pelvic floor muscles during childbirth: a numerical study.". International journal for numerical methods in biomedical engineering (2017): http://europepmc.org/abstract/med/28886617.
    10.1002/cnm.2927
  58. J. P. S. Ferreira; M. P. L. Parente; M. Jabareen; R. M. Natal Jorge. "A general framework for the numerical implementation of anisotropic hyperelastic material models including non-local damage". Biomechanics and Modeling in Mechanobiology (2017): https://doi.org/10.1007%2Fs10237-017-0875-9.
    10.1007/s10237-017-0875-9
  59. J. Ferreira; M. Parente; R. Jorge. "Modeling of soft tissues with damage". Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications (2016): http://dx.doi.org/10.1177/1464420716662295.
    10.1177/1464420716662295
  60. J. Ferreira; M. Parente; T. Mascarenhas; M. Damaser; R. N. Jorge. "Cellular modelling in functional tissue engineering: review oriented for pelvic floor dysfunctions". Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications 230 1 (2015): 5-17. http://dx.doi.org/10.1177/1464420715592905.
    10.1177/1464420715592905
  61. João Ferreira; Marco Parente; Renato Natal. "Fibre Reinforcement in Living Cells: A Preliminary Study of the F-actin Filaments". Procedia Engineering 110 (2015): 2-7. http://dx.doi.org/10.1016/j.proeng.2015.07.002.
    10.1016/j.proeng.2015.07.002

Intellectual property

Patent
  1. João Pedro Sousa Ferreira; José Da Quinta E Costa De Mascarenhas Saraiva Miguel; Manuel Casal Cardoso Hélder; Guilherme Gonçalves De Macedo Manuel; Pedro Lima Afonso João; Patricia Ribeiro Andrade Ana; Manuel Natal Jorge Renato; Marco Parente. 2022. "Automatic detection and differentiation of small bowel lesions in capsule endoscopy". Portugal.
    Granted/Issued
Provisional application for patent
  1. 2021. "Automatic detection and differentiation of biliary lesions in peronal cholangioscopy images".
  2. 2021. "Automatic Detection and Differentiation of Pancreatic Cystic Lesions in Endoscopic Ultrasonography".
  3. 2021. "Automatic Detection and Differentiation of Stomach, Small Bowel and Colon Lesions in Device-Assisted Enteroscopy".
  4. 2020. "Automatic detection of erosions and ulcers in Crohn's Capsule Endoscopy".
    Disclosed
  5. 2020. "Automatic detection of colon lesions and blood in Colon Capsule Endoscopy".

Other

Dataset
  1. Ferreira, João. Data for: Altered mechanics of vaginal smooth muscle cells due to the lysyl oxidase-like1 knockout.
    10.17632/9BH7TXMXFG.1
Other output
  1. Performance of a deep learning system for automatic diagnosis of protruding lesions in colon capsule endoscopy: a multicentric study. 2021. Saraiva, M.J.M.; Ferreira, J.; Cardoso, H.; Afonso, J.; Ribeiro, T.; Andrade, P.; Parente, M.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85133328311&partnerID=MN8TOARS.
    10.21203/rs.3.rs-284396
  2. Injury Simulation of Anterior Cruciate Ligament Using Isogeometric Analysis. 2015. J. P. S. Ferreira; M. P. L. Parente; R. M. Natal Jorge. http://dx.doi.org/10.1007/978-3-319-15799-3_8.
    10.1007/978-3-319-15799-3_8
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2019/09 Investigating the nanomechanical properties of living smooth muscle cells by atomic force microscopy XV International Conference on Computational Plasticity
(Barcelona, Spain)
2019/05 Stiffness of vaginal smooth muscle cells: Loxl1 knockout vs wildtype American Urology Association, AUA2019
(Chicago, United States)
2018/07 Modelling of cross-linking dynamics in actomyosin networks 10th European Solid Mechanics Conference
(Bologne, Italy)
2018/07 A biomechanical model for actomyosin networks 8th World Congress on Biomechanics, WCB2018
2017/09 Continuum mechanical model for cross-linked actin networks with contractile bundles XIV International Conference on Computational Plasticity. Fundamentals and Applications, COMPLAS2017
(Barcelona, Spain)
2017/06 Continuum mechanical model for cross-linked actin networks with contractile bundles 2nd Doctoral Congress of Engineering, DCE2017
(Porto, Portugal)
2016/06 Strongly-objective modeling of fibre-reinforced hyperelastic materials, Mechanical Engineering Conference, CEM2016
(Porto, Portugal)
2016/06 Modeling of Soft Tissues with Damage 1st International Conference on Materials Design and Applications, MDA2016
(Porto, Portugal)
2015/07 Stem Cells Mechanics on regenerative procedures: a preliminary computational study of the actin network behaviour 6th International Conference on Mechanics and Materials in Design, M2D2015
(Ponta Delgada, Portugal)
2015/06 Fibre Reinforcement in Living Cells: a Preliminary Study of the F-actin Filaments 4th International Conference on Tissue Engineering, ICTE2015
(Lisboa, Portugal)
2015/05 A preliminary computational study of the actin network passive behaviour. III LAETA Young Researchers Meeting.
(Coimbra, Portugal)
2014/09 Elasto-plastic analysis of structures using an Isogeometric Formulation International Conference of the International Journal of Structural Integrity
(Funchal, Portugal)
2013/10 Injury simulation of anterior cruciate ligament using isogeometric analysis International Conference on computational and experimental biomedical sciences
(Ponta Delgada, Portugal)
2013/02 Análise do campo de deformações nos ligamentos cruzados joelho com formulação isogeométrica 5 Congresso Nacional de Biomecânica
(Espinho, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023/02/01 - Current Tensile response of shoulder ligaments
Supervisor
 Engenharia Mecânica (Degree)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/02/01 - Current Identification of ulcers and erosions in capsule endoscopy
Supervisor
 Engenharia Mecânica (Degree)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/02/01 - Current Development of Artificial Intelligence models for detection of anatomic region from a capsule endoscopy video
Supervisor
 Bioengenharia (Degree)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/02/01 - Current Desenvolvimento plataforma de projetos Engenharia
Supervisor
 Engenharia Mecânica (Degree)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/02/01 - Current Prediction of surface properties from nanoindentations using neural networks
Supervisor
 Engenharia Mecânica (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021/09/06 - Current Physics-informed prediction models for personalized breast cancer treatments
Supervisor
 Engenharia Mecânica (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2019/11/01 - Current Topology optimization of structures using evolutionary algorithms with additive manufactur- ing applications
Co-supervisor
 Engenharia Mecânica (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2022/03/01 - 2022/09/11 Prediction of stress-strain curves in multi-phase materials under tension using machine learning
Supervisor
 Engenharia Mecânica (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2022/03/01 - 2022/09/09 Development of a microstructure-based deep model to predict uniaxial tension response of anisotropic materials
Supervisor
 Engenharia Mecânica (Specialization course)
Universidade do Porto Faculdade de Engenharia, Portugal
2022/03/02 - 2022/07/31 3D-printing of alginate-based hydrogels for skin wounds
Co-supervisor
Instituto Superior Técnico Departamento de Engenharia e Gestão, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
2022/03/02 - 2022/06/30 Development of 3D-printed hydrogel scaffolds for wound care bandages
Supervisor
 Engenharia Mecânica (Specialization course)
Universidade do Porto Faculdade de Engenharia, Portugal
2022/03/01 - 2022/06/30 Blood detection from capsule endoscopy images using convolutional neural networks
Supervisor
 Engenharia Mecânica (Specialization course)
Universidade do Porto Faculdade de Engenharia, Portugal
2022/03/01 - 2022/06/30 Stiffness extraction from atomic force microscopy curves using neural networks
Supervisor
 Engenharia Mecânica (Specialization course)
Universidade do Porto Faculdade de Engenharia, Portugal
2022/01/02 - 2022/06/30 Modeling of surface adhesion in smooth muscle cells
Supervisor
Instituto de Engenharia Mecanica e Gestao Industrial, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
2022/01/02 - 2022/06/30 Microstructure-driven predictions of materials under tension: a machine learning approach
Supervisor
Instituto de Engenharia Mecanica e Gestao Industrial, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
2021/02/06 - 2021/06/30 Gastrointestinal tract chyme propulsion in patients with gastrointestinal limitations
Supervisor
 Engenharia Mecânica (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021/02/01 - 2021/06/30 Fiber recruitment of the bladder during filling
Supervisor
 Engenharia Mecânica (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020/02/01 - 2020/07/31 Biomechanical Study of the Shoulder Joint Complex and Associated Injuries
Co-supervisor
 Engenharia Biomédica (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020/02/01 - 2020/06/30 Biomechanical Simulation of the Damage on the ACL in Injury Related Movements
Co-supervisor
 Engenharia Biomédica (Master)
Universidade do Porto Faculdade de Engenharia, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2021/09/01 - 2022/05/06 Co-chair of the 5th Meeting of the Young Researchers of LAETA (2022/05/05)
2017/04/02 - 2017/06/09 Doctoral Congress in Engineering 2017 (2017/06/08 - 2017/06/09)
Conference (Co-organisor)
 Universidade do Porto Faculdade de Engenharia, Portugal
2015/04/01 - 2015/06/12 Doctoral Congress in Engineering 2015 (2015/06/11 - 2015/06/12)
Conference (Co-organisor)
 Universidade do Porto Faculdade de Engenharia, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2021/10/12 - Current Onsite Experience at Intelligent Health AI 2021 Conference
Conference
 4th annual Intelligent Health 2021
2021/06/08 - Current Presentations attendance in Doctoral Congress in Engineering 2021 Doctoral Congress in Engineering 2021
Universidade do Porto Faculdade de Engenharia, Portugal
2022/02/16 - 2022/02/19 Presentations attendance in the 17th Congress of European Crohn¿s and Colitis Organisation
Congress
 17th Congress of ECCO Virtual
2021/10/21 - 2021/10/27 Presentations attendance in the 2021 American College of Gastroenterology Annual Meeting
Meeting
 2021 American College of Gastroenterology Annual Meeting
2021/09/07 - 2021/09/09 Presentations attendance in the 17th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering and the 5th Conference on Imaging and Visualization
Symposium
 17th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering and the 5th Conference on Imaging and Visualization
2019/11/06 - 2019/11/08 Course Atomic Force Microscopy applied to Life Sciences
Workshop
 Course Atomic Force Microscopy applied to Life Sciences
Universidade do Porto Centro de Investigação Formação Inovação e Intervenção em Desporto, Portugal
2019/04/03 - 2019/04/03 From Pixels to Features to Learning Models: Image Processing, Computer Vision and Deep Learning in MATLAB. MATLAB for Data Analysis, Visualization, Algorithm and Application Development and Deployment.
Seminar
 MATLAB instructional sessions at Cleveland Clinic
2016/11/17 - 2016/11/17 2nd Annual MCBiology Symposium: Orchestrating life, from molecules to cells
Symposium
 2nd Annual MCBiology Symposium: Orchestrating life, from molecules to cells
Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal
2016/07/04 - 2016/07/08 7th Summer School on Biomechanics of Soft Tissues: Multiscale Modeling, Simulation, and Applications
Other
 7th Summer School on Biomechanics of Soft Tissues: Multiscale Modeling, Simulation, and Applications
Technische Universität Graz, Austria

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2021/11/03 Numerical modelling of the human inner ear: associated pathologies and therapies
(Thesis) Arguer
 Bruno André Faria Areias (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2021/09/23 Multi-Scale Analysis of Martensitic Transformation Based on Second-Order Homogenisation
(Thesis) Main arguer
 João Araújo Marques da Silva (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021/09/20 Optimization of Parameters for Injection Grade Highly Filled Materials
(Thesis) Main arguer
 Francisco Miguel Peixoto Lopes Teixeira (Master)
2021/09/20 Analysis on the dynamic load of an industrial robot and dimensioning of a corresponding modular structure
(Thesis) Main arguer
 Alexandre Jorge Rebelo Matos (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021/07/07 Fiber recruitment of the bladder during filling
Supervisor
 Nuno Filipe Barros (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021/07/07 Gastrointestinal Tract Chyme Propulsion in Patients with Gastrointestinal Limitations
Supervisor
 Mariana Rocha Carvalho (Master)
2020/10/07 Detection of production defects using Machine Learning-based Image Classification Algorithms
(Thesis) Main arguer
 Pedro Miguel Pinto da Cunha Fernandes (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020/10/02 Smoothed Particle Hydrodynamics aplicada ao processo de extrusão de alumínio
(Thesis) Main arguer
 Ana Clara Mendes Barros (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020/09/12 Finite Element Analysis of Molded Paper Pulp Packaging ABAQUS/EXPLICT
(Thesis) Main arguer
 André João Amaral dos Santos (Master)
Universidade do Porto Faculdade de Engenharia, Portugal

Ad Hoc journal article review

Journal title (ISSN) Publisher
2021 - Current Medical Engineering & Physics
2021 - Current Tissue and Cell
2020 - Current Journal of Biomechanics
2020 - Current World Journal of Surgical Oncology
2020 - Current Acta Biomaterialia
2020 - Current Augmented Human Research
2020 - Current Computer Methods in Biomechanics and Biomedical Engineering
2019 - Current Biomechanics and Modeling in Mechanobiology
2017 - Current Proceedings of the Institution of Mechanical Engineers: Part L

Association member

Society Organization name Role
2013/02 - Current Sociedade Portuguesa de Biomecânica

Consulting

Activity description Institution / Organization
2021/12 - 2022/05 Project DigestAID realtime - real-time frame classification of endoscopic video pipes Instituto de Engenharia Mecanica e Gestao Industrial, Portugal
2021/11 - 2022/03 Project DigestAID dataset - data preparation for data science and machine learning applications Instituto de Engenharia Mecanica e Gestao Industrial, Portugal
2021/02/01 - 2021/06/30 Consulting services on structural integrity and numerical modeling for the integration of a biomechanical product. Instituto de Engenharia Mecanica e Gestao Industrial, Portugal

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2020/02/01 - 2022/07/31 Computer Programming Computer Programming (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/09/01 - 2022/02/28 Technical Drawing Technical Drawing (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/02/01 - 2021/07/31 Mechanical construction drawing Mechanical construction drawing (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal
2020/09/01 - 2021/01/31 Linear Algebra and Analytic Geometry Linear Algebra and Analytic Geometry (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal
2019/09/01 - 2020/07/31 Mechanics II Mestrado Integrado em Engenharia Mecânica (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal
2018/09/01 - 2019/02/28 Structural Mechanics I Mestrado Integrado em Engenharia Mecânica (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal
2017/09/01 - 2018/07/31 Computer Aided Design and Manufacturing Mestrado Integrado em Engenharia Mecânica (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal

Other jury / evaluation

Activity description Institution / Organization
2021/10/15 - Current Main arguer in the Ph.D. proposal of Ana Rita Moura, entitled "Biomechanics of female trauma during childbirth."
2020/10/02 - 2020/10/02 Main arguer in the Ph.D. proposal of Daniel Fidalgo, entitled "Biomechanics of the Cervix Towards Prevention of Spontaneous Preterm Birth." Universidade do Porto Faculdade de Engenharia, Portugal
Distinctions

Award

2020 NVIDIA Academic Grant
2019 AUA 2019 Basic Sciences Symposium Travel Award
National Institute of Diabetes and Digestive and Kidney Diseases, United States

Other distinction

2019 Fulbright Grant with the support of FCT
Fulbright Portugal, Portugal