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Dr. Pierre Fillard
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Publications (4)
Proceedings Article | 29 May 2024 Paper
Time-to-event learning paradigm as a generalized approach to estimate risk of breast cancer using image-based deep learning models
Thomas Louis, Serena Pacile, Pierre Fillard
Proceedings Volume 13174, 1317422 (2024) https://doi.org/10.1117/12.3027038
KEYWORDS: Cancer detection, Mammography, Deep learning, Cancer, Breast cancer, Breast, Performance modeling, Risk assessment
Proceedings Article | 29 May 2024 Paper
Learning general cancer distribution: generalization of AI models to diagnostic images
S. Pacilè, Y. Nikulin, P. Fillard, F. Chammings
Proceedings Volume 13174, 1317420 (2024) https://doi.org/10.1117/12.3026769
KEYWORDS: Mammography, Diagnostics, Artificial intelligence, Evolutionary algorithms, Cancer, Algorithm development, Machine learning, Breast cancer
Proceedings Article | 29 May 2024 Paper
Regional disparities in visual assessment of breast density: implications for risk stratification in breast cancer detection
G. Operto, S. Pacilè, J. Guillaumin, P. Fillard
Proceedings Volume 13174, 131740L (2024) https://doi.org/10.1117/12.3025328
KEYWORDS: Breast density, Calibration, Mammography, Breast cancer, Artificial intelligence, Education and training, Risk assessment
Proceedings Article | 13 July 2022 Paper
Including temporal changes information to an AI system for breast cancer detection to reduce false positive rate
S. Pacilè, C. Aguilar, S. Chambon, P. Fillard
Proceedings Volume 12286, 122860O (2022) https://doi.org/10.1117/12.2624098
KEYWORDS: Artificial intelligence, Breast, Breast cancer, Mammography, Image processing, Radiology, Cancer
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