Publications
5 found
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Gottfrois, Philippe, , Andriambololoniaina, Faly Herizo, Amruthalingam, Ludovic, Gonzalez-Jimenez, Alvaro, Hsu, Christophe, Kessy, Agnes, Lionetti, Simone, Mavura, Daudi, Ng’ambi, Wingston, Ngongonda, Dingase Faith, Pouly, Marc, Rakotoarisaona, Mendrika Fifaliana, Rapelanoro Rabenja, Fahafahantsoa, Traoré, Ibrahima, & Navarini, Alexander A. (2024). PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. In Lecture Notes in Computer Science (pp. 703–712). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-72384-1_66
Gottfrois, Philippe, , Andriambololoniaina, Faly Herizo, Amruthalingam, Ludovic, Gonzalez-Jimenez, Alvaro, Hsu, Christophe, Kessy, Agnes, Lionetti, Simone, Mavura, Daudi, Ng’ambi, Wingston, Ngongonda, Dingase Faith, Pouly, Marc, Rakotoarisaona, Mendrika Fifaliana, Rapelanoro Rabenja, Fahafahantsoa, Traoré, Ibrahima, & Navarini, Alexander A. (2024). PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. In Lecture Notes in Computer Science (pp. 703–712). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-72384-1_66
, Gottfrois, Philippe, Amruthalingam, Ludovic, Gonzalez-Jimenez, Alvaro, Lionetti, Simone, Soenksen Martinez, Luis R., Navarini, Alexander, & Pouly, Marc. (2024, January 1). Towards Scalable Foundation Models for Digital Dermatology. In Machine Learning for Health (ML4H).
, Gottfrois, Philippe, Amruthalingam, Ludovic, Gonzalez-Jimenez, Alvaro, Lionetti, Simone, Soenksen Martinez, Luis R., Navarini, Alexander, & Pouly, Marc. (2024, January 1). Towards Scalable Foundation Models for Digital Dermatology. In Machine Learning for Health (ML4H).
, Lionetti, Simone, Gottfrois, Philippe, Gonzalez-Jimenez, Alvaro, Amruthalingam, Ludovic, Groh, Matthew, Navarini, Alexander, & Pouly, Marc. (2024, January 1). Intrinsic Self-Supervision for Data Quality Audits. Neural Information Processing Systems (NeurIPS). https://selfclean.github.io/
, Lionetti, Simone, Gottfrois, Philippe, Gonzalez-Jimenez, Alvaro, Amruthalingam, Ludovic, Groh, Matthew, Navarini, Alexander, & Pouly, Marc. (2024, January 1). Intrinsic Self-Supervision for Data Quality Audits. Neural Information Processing Systems (NeurIPS). https://selfclean.github.io/
Gonzalez-Jimenez, Alvaro, Lionetti, Simone, Gottfrois, Philippe, , Pouly, Marc, & Navarini, Alexander A. (2023). Robust T-Loss for Medical Image Segmentation. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023., 14222 LNCS, 714–724. https://doi.org/10.1007/978-3-031-43898-1_68
Gonzalez-Jimenez, Alvaro, Lionetti, Simone, Gottfrois, Philippe, , Pouly, Marc, & Navarini, Alexander A. (2023). Robust T-Loss for Medical Image Segmentation. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023., 14222 LNCS, 714–724. https://doi.org/10.1007/978-3-031-43898-1_68
, Lionetti, Simone, Gottfrois, Philippe, Gonzalez-Jimenez, Alvaro, Groh, Matthew, Daneshjou, Roxana, Consortium, Labelling, Navarini, Alexander A., & Pouly, Marc. (2023). Towards Reliable Dermatology Evaluation Benchmarks. Machine Learning for Health, 225, 101–128.
, Lionetti, Simone, Gottfrois, Philippe, Gonzalez-Jimenez, Alvaro, Groh, Matthew, Daneshjou, Roxana, Consortium, Labelling, Navarini, Alexander A., & Pouly, Marc. (2023). Towards Reliable Dermatology Evaluation Benchmarks. Machine Learning for Health, 225, 101–128.