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Joao Antonio Alves Santinha. Publicou 2 artigos em revistas especializadas. Possui 1 capítulo(s) de livros. Atua na(s) área(s) de Ciências da Engenharia e Tecnologias com ênfase em Engenharia Médica com ênfase em Engenharia Médica. No seu currículo Ciência Vitae os termos mais frequentes na contextualização da produção científica, tecnológica e artístico-cultural são: Desporto; Tempo-real; Intensidade; Avaliação; ECG; Acelerometria; Deep Learning; Machine Learning; Image Segmentation; Image Registration; Image Processing; Oncology Imaging; MRI; CT; .
Identification

Personal identification

Full name
Joao Antonio Alves Santinha

Citation names

  • Santinha, Joao

Author identifiers

Ciência ID
431C-4E2A-68CE
ORCID iD
0000-0001-8174-2943

Knowledge fields

  • Engineering and Technology - Medical Engineering - Medical Engineering
  • Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Upper intermediate (B2) Upper intermediate (B2) Intermediate (B1) Upper intermediate (B2) Elementary (A2)
Education
Degree Classification
2018/09/01 - 2023/04/04
Concluded
 Engenharia Electrotécnica e de Computadores (Doutoramento)
Major in Inteligência Artificial
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Methods for Improving Generalizability and Robustness of Medical Imaging AI Models: Approaches for Engineered and Learned Features" (THESIS/DISSERTATION)
2006/09/01 - 2011/12/21
Concluded
 Engenharia Biomédica (Mestrado integrado)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
 16
Affiliation

Science

Category
Host institution 		Employer
2017/02/01 - Current Researcher (Research) Fundação Champalimaud, Portugal
Centro Champalimaud, Portugal
2015/04/01 - 2017/01/31 Researcher (Research) Vrije Universiteit Brussel Faculteit Ingenieurswetenschappen, Belgium
2013/09/01 - 2015/03/31 Researcher (Research) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
Outputs

Publications

Book chapter
  1. Eunice Carrasquinha; João Santinha; Alexander Mongolin; Maria Lisitskiya; Joana Ribeiro; Fátima Cardoso; Celso Matos; Leonardo Vanneschi; Nickolas Papanikolaou. "Regularization Techniques in Radiomics: A Case Study on the Prediction of pCR in Breast Tumours and the Axilla". 2020.
    10.1007/978-3-030-63061-4_24
  2. Santinha, Joao. "iCellFusion". In Tool for Fusion and Analysis of Live-Cell Images from Time-Lapse Multimodal Microscopy. 2016.
    10.4018/978-1-4666-8811-7.ch004
Conference paper
  1. Santinha, J.; Santos, R.; Sousa, J.; Gamboa, H.. "Plux real-time sports evaluation: A new real-time tool for sports evaluation". 2012.
  2. Santinha, J.; Sousa, J.; Gamboa, H.; Silva, H.. "Real time dose-response assessment tool applicable in exercise therapy". 2012.
Journal article
  1. João Santinha; Vasileios Katsaros; George Stranjalis; Evangelia Liouta; Christos Boskos; Celso Matos; Catarina Viegas; Nickolas Papanikolaou. "Development of End-to-End AI–Based MRI Image Analysis System for Predicting IDH Mutation Status of Patients with Gliomas: Multicentric Validation". Journal of Imaging Informatics in Medicine (2024): https://doi.org/10.1007/s10278-023-00918-6.
    10.1007/s10278-023-00918-6
  2. Pedro F. Gouveia; Rogélio Luna; Francisco Fontes; David Pinto; Carlos Mavioso; João Anacleto; Rafaela Timóteo; et al. "Augmented Reality in Breast Surgery Education". Breast Care (2023): https://doi.org/10.1159/000529587.
    10.1159/000529587
  3. João Santinha; Linda Bianchini; Mário Figueiredo; Celso Matos; Alessandro Lascialfari; Nikolaos Papanikolaou; Marta Cremonesi; et al. "Discrimination of Tumor Texture Based on MRI Radiomic Features: Is There a Volume Threshold? A Phantom Study". Applied Sciences 12 11 (2022): 5465-5465. https://doi.org/10.3390/app12115465.
    10.3390/app12115465
  4. Ana Rodrigues; João Santinha; Bernardo Galvão; Celso Matos; Francisco M. Couto; Nickolas Papanikolaou. "Prediction of Prostate Cancer Disease Aggressiveness Using Bi-Parametric Mri Radiomics". Cancers (2021): https://doi.org/10.3390/cancers13236065.
    10.3390/cancers13236065
  5. Linda Bianchini; João Santinha; Nuno Loução; Mário Figueiredo; Francesca Botta; Daniela Origgi; Marta Cremonesi; et al. "A multicenter study on radiomic features from T 2 -weighted images of a customized MR pelvic phantom setting the basis for robust radiomic models in clinics". Magnetic Resonance in Medicine 85 3 (2021): 1713-1726. https://doi.org/10.1002/mrm.28521.
    10.1002/mrm.28521
  6. David Tobaly; Joao Santinha; Riccardo Sartoris; Marco Dioguardi Burgio; Celso Matos; Jérôme Cros; Anne Couvelard; et al. "CT-Based Radiomics Analysis to Predict Malignancy in Patients with Intraductal Papillary Mucinous Neoplasm (IPMN) of the Pancreas". Cancers 12 11 (2020): 3089-3089. https://doi.org/10.3390/cancers12113089.
    10.3390/cancers12113089
  7. Inês Santiago; João Santinha; Andrada Ianus; Antonio Galzerano; Rita Theias; Joana Maia; Maria J. Barata; et al. "Susceptibility Perturbation MRI Maps Tumor Infiltration into Mesorectal Lymph Nodes". Cancer Research 79 9 (2019): 2435-2444. https://doi.org/10.1158/0008-5472.CAN-18-3682.
    10.1158/0008-5472.CAN-18-3682
  8. Santinha, Joao. "Increased cytoplasm viscosity hampers aggregate polar segregation inEscherichia coli". Molecular Microbiology (2016): http://dx.doi.org/10.1111/mmi.13257.
    10.1111/mmi.13257
Preprint
  1. Inês Santiago; João Santinha; Andrada Ianus; Antonio Galzerano; Rita Theias; Joana Maia; Maria J. Barata; et al. "Data from Susceptibility Perturbation MRI Maps Tumor Infiltration into Mesorectal Lymph Nodes". 2023. https://doi.org/10.1158/0008-5472.c.6511368.
    10.1158/0008-5472.c.6511368
  2. Inês Santiago; João Santinha; Andrada Ianus; Antonio Galzerano; Rita Theias; Joana Maia; Maria J. Barata; et al. "Supplementary Data from Susceptibility Perturbation MRI Maps Tumor Infiltration into Mesorectal Lymph Nodes". 2023. https://doi.org/10.1158/0008-5472.22422909.v1.
    10.1158/0008-5472.22422909.v1
  3. Inês Santiago; João Santinha; Andrada Ianus; Antonio Galzerano; Rita Theias; Joana Maia; Maria J. Barata; et al. "Supplementary Data from Susceptibility Perturbation MRI Maps Tumor Infiltration into Mesorectal Lymph Nodes". 2023. https://doi.org/10.1158/0008-5472.22422909.
    10.1158/0008-5472.22422909
  4. Inês Santiago; João Santinha; Andrada Ianus; Antonio Galzerano; Rita Theias; Joana Maia; Maria J. Barata; et al. "Data from Susceptibility Perturbation MRI Maps Tumor Infiltration into Mesorectal Lymph Nodes". 2023. https://doi.org/10.1158/0008-5472.c.6511368.v1.
    10.1158/0008-5472.c.6511368.v1
Thesis / Dissertation
  1. Santinha, João. "Desenvolvimento de uma ferramenta de avaliação da performance de atletas". Master, 2011. http://hdl.handle.net/10362/7521.