Self-supervised learning leads to improved performance in biparametric prostate MRI classification

José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Celso Matos, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nickolas Papanikolaou

Open source

DOI
10.1016/j.compbiomed.2025.111262
Published
2025-11
Container
Computers in Biology and Medicine
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.compbiomed.2025.111262,
  title = {Self-supervised learning leads to improved performance in biparametric prostate MRI classification},
  author = {José Guilherme de Almeida and Ana Sofia Castro Verde and Ana Mascarenhas Gaivão and Carlos Bilreiro and Inês Santiago and Joana Ip and Sara Belião and Celso Matos and Manolis Tsiknakis and Kostas Marias and Daniele Regge and Nickolas Papanikolaou},
  year = {2025},
  journal = {Computers in Biology and Medicine},
  doi = {10.1016/j.compbiomed.2025.111262},
  url = {https://doi.org/10.1016/j.compbiomed.2025.111262}
}

RIS

TY  - JOUR
TI  - Self-supervised learning leads to improved performance in biparametric prostate MRI classification
AU  - José Guilherme de Almeida
AU  - Ana Sofia Castro Verde
AU  - Ana Mascarenhas Gaivão
AU  - Carlos Bilreiro
AU  - Inês Santiago
AU  - Joana Ip
AU  - Sara Belião
AU  - Celso Matos
AU  - Manolis Tsiknakis
AU  - Kostas Marias
AU  - Daniele Regge
AU  - Nickolas Papanikolaou
PY  - 2025
JO  - Computers in Biology and Medicine
DO  - 10.1016/j.compbiomed.2025.111262
UR  - https://doi.org/10.1016/j.compbiomed.2025.111262
ER  - 

APA

Almeida, J. G. D., Verde, A. S. C., Gaivão, A. M., Bilreiro, C., Santiago, I., Ip, J., Belião, S., Matos, C., Tsiknakis, M., Marias, K., Regge, D., & Papanikolaou, N. (2025). Self-supervised learning leads to improved performance in biparametric prostate MRI classification. Computers in Biology and Medicine. https://doi.org/10.1016/j.compbiomed.2025.111262

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