João Santinha

Former IT academic position:	External Author
Joining/Leaving IT dates:	01-01-2019 / 01-04-2023
Roles held in IT:	PhD Student
Former IT thematic line:	Information and Data Sciences
Group:	Pattern and Image Analysis – Lx

Scientific Achievements

Publications

6Papers in Journals

Y. Forghani, R. Timóteo, T. Marques, N. Loução, M. Cardoso, F. Cardoso, M. A. T. Figueiredo, P. Gouveia, J. Santinha, Comparative analysis of nnU-Net and Auto3Dseg for fat and fibroglandular tissue segmentation in MRI, Journal of Medical Imaging, Vol. 12, No. 02, pp. -, April, 2025,
| Abstract | BibTex
Y. Fotghani, R. Timotoe, M. A. T. Figueiredo, T. Marques, E. Batista, F. Cordoso, M. Cardoso, J. Santinha, P. Gouveia, Breast tissue segmentation in MR images using deep-learning, european journal of cancer, Vol. 200, No. 1, pp. 113876 - 113876, March, 2024 | BibTex
J. Santinha, L. Bianchini, M. A. T. Figueiredo, C. Matos, A. Lascialfari, N. Papanikolaou, M. Cremonesi, B. Jereczek-Fossa, F. Botta, D. Origgi, Discrimination of Tumor Texture Based on MRI Radiomic Features: Is There a Volume Threshold? A Phantom Study, Applied Sciences, Vol. 12, No. 11, pp. 5465 - 5465, May, 2022,
| Abstract | Full text (PDF 4 MBs) | BibTex
J. Santinha, C. Matos, M. A. T. Figueiredo, N. Papanikolaou, Improving performance and generalizability in radiogenomics: a pilot study for prediction of IDH1/2 mutation status in gliomas with multicentric data, Journal of Medical Imaging, Vol. 8, No. 03, pp. 031905-1 - 031905-23, April, 2021,
| Abstract | BibTex
L. Bianchini, J. Santinha, N. Loução, M. A. T. Figueiredo, F. Botta, D. Origgi, M. Cremonesi, E. Cassano, N. Papanikolaou, A. Lascialfari, A multicenter study on radiomic features from T2‐weighted images of a customized MR pelvic phantom setting the basis for robust radiomic models in clinics, Magnetic Resonance in Medicine, Vol. 85, No. 3, pp. 1713 - 1726, September, 2020,
| Abstract | BibTex
J. M. Moreira, I. Santiago, J. Santinha, N. Figueiredo, K. Marias, M. A. T. Figueiredo, L. Vanneschi, N. Papanikolaou, Challenges and Promises of Radiomics for Rectal Cancer, Current Colorectal Cancer Reports, Vol. 15, No. 6, pp. 175 - 180, November, 2019,
| Abstract | BibTex

1Papers in Conferences

J. Santinha, J. Sousa, H. Gamboa, H. Silva, Real time dose response assessment tool applicable in exercise therapy, International Workshop on Computing Paradigms for Mental Health - MindCare, Vilamoura, Portugal, Vol., pp. 91 - 95, September, 2012 | BibTex

IT Former Collaborator

João Santinha

Scientific Achievements