Publications of Sébastien Goffart

1. Sebastien Goffart, Hervé Delingette, Andrea Chierici, Lisa Guzzi, Bahaa Nasr, Fabien Lareyre, and Juliette Raffort. Artificial Intelligence Techniques for Prognostic and Diagnostic Assessments in Peripheral Artery Disease: A Scoping Review. Angiology, 2025. Keyword(s): Machine Learning, Peripheral Artery Disease (PAD), Artificial Intelligence (AI), Machine Learning (ML), Diagnosis, Prognosis. [bibtex-entry]



2. Sébastien Goffart, Odette Hart, Fabien Lareyre, Lisa Guzzi, Kak Khee Yeung, Hervé Delingette, Manar Khashram, and Juliette Raffort. Deep Learning Strategies for Predicting Amputation Free Survival in Patients with Peripheral Artery Disease. European Journal of Vascular and Endovascular Surgery, October 2025. Keyword(s): Survival models, Prognostic, Peripheral artery disease, Machine learning, Competing risk model. [bibtex-entry]



3. Sebastien Goffart, Andréa Chierici, Lisa Guzzi, Hervé Delingette, Ahmed Alouane, Fabien Lareyre, and Juliette Raffort. Artificial Intelligence to enhance future clinical trials in Vascular Surgery. Annals of Vascular Surgery, 111:331-335, November 2024. [bibtex-entry]

1. Lisa Guzzi, Maria A Zuluaga, Fabien Lareyre, Gilles Di Lorenzo, Sébastien Goffart, Andrea Chierici, Juliette Raffort, and Hervé Delingette. Automatic Segmentation of Lower-Limb Arteries on CTA for Pre-surgical Planning of Peripheral Artery Disease. In MICCAI-AMAI2025 - 4th Workshop on Applications of Medical Artifical Intelligence, Daejeon, South Korea, September 2025. Keyword(s): Peripheral Artery Disease, Computed Tomography Angiography, Image Segmentation. [bibtex-entry]



2. Lisa Guzzi, Maria A Zuluaga, Riccardo Taiello, Fabien Lareyre, Gilles Di Lorenzo, Sébastien Goffart, Andrea Chierici, Juliette Raffort, and Hervé Delingette. Regional Hausdorff Distance Losses for Medical Image Segmentation. In MLMI 2025 - 16th International Workshop on Machine Learning in Medical Imaging (In conjunction with MICCAI 2025), Daejeon, South Korea, September 2025. Keyword(s): Image Segmentation, Distance transforms, Hausdorff Distance. [bibtex-entry]



3. Lisa Guzzi, Maria A. Zuluaga, Fabien Lareyre, Gilles Di Lorenzo, Sébastien Goffart, Andrea Chierici, Juliette Raffort, and Hervé Delingette. Differentiable Soft Morphological Filters for Medical Image Segmentation. In Lecture notes in computer science, volume LNCS-15008 of Medical Image Computing and Computer Assisted Intervention -- MICCAI 2024 27th International Conference, Marrakesh, Morocco, October 6--10, 2024, Proceedings, Part VIII, Marrakesh, Morocco, October 2024. Keyword(s): Image Segmentation, Morphological Operations, Deep Learning. [bibtex-entry]

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