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Léo Milecki
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2020 – today
- 2024
- [b1]Léo Milecki:
Representation learning of multimodal and longitudinal data for renal transplantation monitoring. (Apprentissage de représentations de données multimodales et longitudinales pour le suivi de la transplantation rénale). University of Paris-Saclay, France, 2024 - [i4]Julie Mordacq, Léo Milecki, Maria Vakalopoulou, Steve Oudot, Vicky Kalogeiton:
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities. CoRR abs/2407.03836 (2024) - [i3]Heejong Kim, Léo Milecki, Mina C. Moghadam, Fengbei Liu, Minh Nguyen, Eric Qiu, Abhishek Thanki, Mert R. Sabuncu:
Effective Segmentation of Post-Treatment Gliomas Using Simple Approaches: Artificial Sequence Generation and Ensemble Models. CoRR abs/2409.08143 (2024) - 2023
- [c3]Léo Milecki, Vicky Kalogeiton, Sylvain Bodard, Dany Anglicheau, Jean-Michel Correas, Marc-Olivier Timsit, Maria Vakalopoulou:
MEDIMP: 3D Medical Images and clinical Prompts for renal transplant representation learning. MIDL 2023: 846-861 - [i2]Léo Milecki, Vicky Kalogeiton, Sylvain Bodard, Dany Anglicheau, Jean-Michel Correas, Marc-Olivier Timsit, Maria Vakalopoulou:
MEDIMP: Medical Images and Prompts for renal transplant representation learning. CoRR abs/2303.12445 (2023) - [i1]Léo Milecki, Jonathan Porée, Hatim Belgharbi, Chloé Bourquin, Rafat Damseh, Patrick Delafontaine-Martel, Frédéric Lesage, Maxime Gasse, Jean Provost:
A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy. CoRR abs/2310.08143 (2023) - 2022
- [c2]Léo Milecki, Vicky Kalogeiton, Sylvain Bodard, Dany Anglicheau, Jean-Michel Correas, Marc-Olivier Timsit, Maria Vakalopoulou:
Contrastive Masked Transformers for Forecasting Renal Transplant Function. MICCAI (8) 2022: 244-254 - 2021
- [j1]Léo Milecki
, Jonathan Porée
A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy. IEEE Trans. Medical Imaging 40(5): 1428-1437 (2021) - [c1]Léo Milecki, Sylvain Bodard, Jean-Michel Correas, Marc-Olivier Timsit, Maria Vakalopoulou:
3d Unsupervised Kidney Graft Segmentation Based On Deep Learning And Multi-Sequence Mri. ISBI 2021: 1781-1785
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