Monotonic Gaussian Process for spatio-temporal disease progression modeling in brain imaging data

by Clément Abi Nader, Nicholas Ayache, Philippe Robert, Marco Lorenzi
Published 2020-01-01

Principal Deformations Modes of Articulated Models for the Analysis of 3D Spine Deformities

by Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Hubert Labelle, Nicholas Ayache
Published 2008-12-01

Automatic segmentation of prostate zonal anatomy on MRI: a systematic review of the literature

by Carine Wu, Sarah Montagne, Dimitri Hamzaoui, Nicholas Ayache, Hervé Delingette, Raphaële Renard-Penna
Published 2022-12-01

Predicting PET-derived myelin content from multisequence MRI for individual longitudinal analysis in multiple sclerosis

by Wen Wei, Emilie Poirion, Benedetta Bodini, Matteo Tonietto, Stanley Durrleman, Olivier Colliot, Bruno Stankoff, Nicholas Ayache
Published 2020-12-01

Pathological Cluster Identification by Unsupervised Analysis in 3,822 UK Biobank Cardiac MRIs

by Qiao Zheng, Hervé Delingette, Kenneth Fung, Kenneth Fung, Steffen E. Petersen, Steffen E. Petersen, Nicholas Ayache
Published 2020-11-01

Challenge of prostate MRI segmentation on T2-weighted images: inter-observer variability and impact of prostate morphology

by Sarah Montagne, Dimitri Hamzaoui, Alexandre Allera, Malek Ezziane, Anna Luzurier, Raphaelle Quint, Mehdi Kalai, Nicholas Ayache, Hervé Delingette, Raphaële Renard-Penna
Published 2021-06-01

Online hard example mining vs. fixed oversampling strategy for segmentation of new multiple sclerosis lesions from longitudinal FLAIR MRI

by Marius Schmidt-Mengin, Marius Schmidt-Mengin, Théodore Soulier, Mariem Hamzaoui, Arya Yazdan-Panah, Arya Yazdan-Panah, Benedetta Bodini, Benedetta Bodini, Nicholas Ayache, Bruno Stankoff, Bruno Stankoff, Olivier Colliot
Published 2022-11-01

Comparison of physics-based deformable registration methods for image-guided neurosurgery

by Nikos Chrisochoides, Yixun Liu, Fotis Drakopoulos, Andriy Kot, Panos Foteinos, Christos Tsolakis, Emmanuel Billias, Olivier Clatz, Nicholas Ayache, Andrey Fedorov, Andrey Fedorov, Alex Golby, Alex Golby, Peter Black, Ron Kikinis
Published 2023-12-01

Deep Learning Facilitates Distinguishing Histologic Subtypes of Pulmonary Neuroendocrine Tumors on Digital Whole-Slide Images

by Marius Ilié, Jonathan Benzaquen, Paul Tourniaire, Simon Heeke, Nicholas Ayache, Hervé Delingette, Elodie Long-Mira, Sandra Lassalle, Marame Hamila, Julien Fayada, Josiane Otto, Charlotte Cohen, Abel Gomez-Caro, Jean-Philippe Berthet, Charles-Hugo Marquette, Véronique Hofman, Christophe Bontoux, Paul Hofman
Published 2022-03-01

The OncoAge Consortium: Linking Aging and Oncology from Bench to Bedside and Back Again

by Paul Hofman, Nicholas Ayache, Pascal Barbry, Michel Barlaud, Audrey Bel, Philippe Blancou, Frédéric Checler, Sylvie Chevillard, Gael Cristofari, Mathilde Demory, Vincent Esnault, Claire Falandry, Eric Gilson, Olivier Guérin, Nicolas Glaichenhaus, Joel Guigay, Marius Ilié, Bernard Mari, Charles-Hugo Marquette, Véronique Paquis-Flucklinger, Frédéric Prate, Pierre Saintigny, Barbara Seitz-Polsky, Taycir Skhiri, Ellen Van Obberghen-Schilling, Emmanuel Van Obberghen, Laurent Yvan-Charvet
Published 2019-02-01

A New Metric for Detecting Change in Slowly Evolving Brain Tumors: Validation in Meningioma Patients

by Pohl, Kilian M, Konukoglu, Ender, Novellas, Sebastian, Ayache, Nicholas, Fedorov, Andriy, Talos, Ion-Florin, Golby, Alexandra Jacqueline, Wells, William Mercer, Kikinis, Ron, Black, Peter McLaren
Published 2017