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Picture for Jean-Philippe Thiran

Jean-Philippe Thiran

Signal Processing Laboratory, Radiology Department, Centre Hospitalier Universitaire Vaudois, CIBM Center for Biomedical Imaging, Switzerland

Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA): II. Code and real data proof of concept


Sep 15, 2022
Pierre-Antoine Thouvenin, Arwa Dabbech, Ming Jiang, Abdullah Abdulaziz, Jean-Philippe Thiran, Adrian Jackson, Yves Wiaux

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Microstructure estimation from diffusion-MRI: Compartmentalized models in permeable cellular tissue


Sep 06, 2022
Rémy Gardier, Juan Luis Villarreal Haro, Erick J Canales-Rodrıguez, Ileana O. Jelescu, Gabriel Girard, Jonathan Rafael-Patino, Jean-Philippe Thiran

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* 29 pages, 8 figures, 3 tables, submitted 

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Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform


Aug 23, 2022
Simon Narduzzi, Engin Türetken, Jean-Philippe Thiran, L. Andrea Dunbar

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* 6 pages, 4 figures; Accepted at IEEE Swiss Conference on Data Science (SDS), Lucerne, 2022 

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ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification


Mar 14, 2022
Thomas Stegmüller, Behzad Bozorgtabar, Antoine Spahr, Jean-Philippe Thiran

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* 30 pages, 7 figures 

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Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI


Jan 29, 2022
Thomas Yu, Tom Hilbert, Gian Franco Piredda, Arun Joseph, Gabriele Bonanno, Salim Zenkhri, Patrick Omoumi, Meritxell Bach Cuadra, Erick Jorge Canales-Rodríguez, Tobias Kober, Jean-Philippe Thiran

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* Submitted to Magnetic Resonance in Medicine 

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Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues


Jan 19, 2022
Francesco La Rosa, Maxence Wynen, Omar Al-Louzi, Erin S Beck, Till Huelnhagen, Pietro Maggi, Jean-Philippe Thiran, Tobias Kober, Russell T Shinohara, Pascal Sati, Daniel S Reich, Cristina Granziera, Martina Absinta, Meritxell Bach Cuadra

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Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation


Oct 05, 2021
Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran

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* Accepted in WACV 2022 

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Self-Rule to Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection


Aug 20, 2021
Christian Abbet, Linda Studer, Andreas Fischer, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran

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Multi-compartment diffusion MRI, T2 relaxometry and myelin water imaging as neuroimaging descriptors for anomalous tissue detection


Apr 15, 2021
Elda Fischi-Gomez, Jonathan Rafael-Patino, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Tobias Kober, Erick J. Canales-Rodriguez, Jean-Philippe Thiran

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* Accepted at ISBI2021 

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