Nathan Painchaud
Publications
Publications
|
|
Fusing Echocardiography Images and Medical Records for Continuous Patient StratificationIEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2025, 72 (10), pp.1388-1400. ⟨10.1109/TUFFC.2025.3600902⟩ |
|
|
Echocardiography Segmentation with Enforced Temporal ConsistencyIEEE Transactions on Medical Imaging, 2022, 41 (10), pp.2867-2878. ⟨10.1109/TMI.2022.3173669⟩ |
|
|
Cardiac Segmentation With Strong Anatomical GuaranteesIEEE Transactions on Medical Imaging, 2020, 39 (11), pp.3703-3713. ⟨10.1109/TMI.2020.3003240⟩ |
Fusing echocardiography images and medical records for continuous patient stratificationMedical Imaging with Deep Learning (MIDL) - short papers, 2024, Paris, France |
|
Fusion d'échocardiographie et de dossiers médicaux pour la caractérisation de l'hypertensionColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2024, Grenoble, France |
|
|
|
Extraction of Volumetric Indices from Echocardiography: Which Deep Learning Solution for Clinical Use?Functional Imaging and Modeling of the Heart. FIMH 2023, Jun 2023, Lyon, France. pp.245-254, ⟨10.1007/978-3-031-35302-4_25⟩ |
Segmentation de séquences échocardiographiques avec contraintes de cohérence temporelleColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2023, Paris, France |
|
|
|
Cardiac MRI Segmentation with Strong Anatomical GuaranteesMICCAI 2019, 22nd International Conference, Oct 2019, Shenzhen, China. ⟨10.1007/978-3-030-32245-8_70⟩ |
A Three-Stage nnU-Net Framework for Automated Myocardial Infarction Quantification in LGE-MRI.2024 |