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Nicholas Ayache

Inria

99H-index
1.0KPaper Count
4.7WCitation Count
Published Papers 114
Publication Date
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Multi-stage CNN for Fast Registration of 3D Preoperative CTs to 2D Intraoperative X-Rays
errCOLLABORATIVE INTELLIGENCE AND AUTONOMY IN IMAGE-GUIDED SURGERY, COLAS 2025
IF0
err2026-01-01
err0
PREAI
errFacente, Federica; Billot, Benjamin; Gopalakrishnan, Vivek; Kattel, Manasi; Wei, Wen; Golland, Polina; Delingette, Herve; Ayache, Nicholas; Berthet-Rayne, Pierre
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Spatial Regularisation for Improved Accuracy and Interpretability in Keypoint-Based Registration
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV
IF0
err2026-01-01
err0
PREAI
errBillot, Benjamin; Muthukrishnan, Ramya; Turk, Esra Abaci; Grant, P. Ellen; Ayachel, Nicholas; Delingette, Herve; Golland, Polina
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errSave
Robust Rigid MRI-TRUS Registration in Prostate Cancer Using Attention-CNN and ICP
errSIMPLIFYING MEDICAL ULTRASOUND, ASMUS 2025
IF0
err2026-01-01
err0
PREAI
errKattel, Manasi; Billot, Benjamin; Facente, Federica; Delingette, Herve; Ayache, Nicholas
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Artificial intelligence in presymptomatic neurological diseases: Bridging normal variation and prodromal signatures
errRevue Neurologique
IF2.3
err2025-11-12
err0
errOAAI
errT. Soulier; N. Burgos; R. Hassanaly; M. Pitombeira; M. Solal; H. Roy; M. Hamzaoui; A. Yazdan-Panah; D. de Paula Faria; C. Louapre; B. Bodini; M. Bottlaender; N. Ayache; O. Colliot; B. Stankoff
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errSave
Reference standard for the evaluation of automatic segmentation algorithms: Quantification of inter observer variability of manual delineation of prostate contour on MRI
errDIAGNOSTIC AND INTERVENTIONAL IMAGING
IF8.1
err2024-02-01
err6
errOAAI
errMoliere, Sebastien; Hamzaouid, Dimitri; Granger, Benjamin; Montagne, Sarah; Allera, Alexandre; Ezziane, Malek; Luzurier, Anna; Quint, Raphaelle; Kalai, Mehdi; Ayache, Nicholas; Delingette, Herve; Renard-Penna, Raphaele
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errSave
Comparison of physics-based deformable registration methods for image-guided neurosurgery
errFRONTIERS IN DIGITAL HEALTH
IF3.8
err2023-12-08
err2
errOAAI
errChrisochoides, Nikos; Liu, Yixun; Drakopoulos, Fotis; Kot, Andriy; Foteinos, Panos; Tsolakis, Christos; Billias, Emmanuel; Clatz, Olivier; Ayache, Nicholas; Fedorov, Andrey; Golby, Alex; Black, Peter; Kikinis, Ron
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How will tomorrow's algorithms fuse multimodal data? The example of the neuroprognosis in Intensive Care
errANAESTHESIA CRITICAL CARE & PAIN MEDICINE
IF4.7
err2023-12-01
err0
errOAAI
errSoulier, Theodore; Colliot, Olivier; Ayache, Nicholas; Rohaut, Benjamin
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errSave
MS-CLAM: Mixed supervision for the classification and localization of tumors in Whole Slide Images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-04-01
err9
errOAAI
errTourniaire, Paul; Ilie, Marius; Hofman, Paul; Ayache, Nicholas; Delingette, Herve
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errSave
Automatic segmentation of prostate zonal anatomy on MRI: a systematic review of the literature
errINSIGHTS INTO IMAGING
IF4.5
err2022-12-21
err8
errOAAI
errWu, Carine; Montagne, Sarah; Hamzaoui, Dimitri; Ayache, Nicholas; Delingette, Herve; Renard-Penna, Raphaele
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errSave
Online hard example mining vs. fixed oversampling strategy for segmentation of new multiple sclerosis lesions from longitudinal FLAIR MRI
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2022-11-04
err6
errOAAI
errSchmidt-Mengin, Marius; Soulier, Theodore; Hamzaoui, Mariem; Yazdan-Panah, Arya; Bodini, Benedetta; Ayache, Nicholas; Stankoff, Bruno; Colliot, Olivier
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errSave
SimulAD: a dynamical model for personalized simulation and disease staging in Alzheimer's disease
errNEUROBIOLOGY OF AGING
IF3.5
err2022-05-01
err4
errOAAI
errClement, Abi Nader; Ribaldi, Federica; Frisoni, Giovanni B.; Garibotto, Valentina; Robert, Philippe; Ayache, Nicholas; Lorenzi, Marco
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errSave
Deep reinforcement learning in medical imaging: A literature review
errMEDICAL IMAGE ANALYSIS
IF11.8
err2021-10-01
err101
errOAAI
errZhou, S. Kevin; Le, Hoang Ngan; Luu, Khoa; Nguyen, Hien, V; Ayache, Nicholas
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errSave
Challenge of prostate MRI segmentation on T2-weighted images: inter-observer variability and impact of prostate morphology
errINSIGHTS INTO IMAGING
IF4.5
err2021-06-05
err40
errOAAI
errMontagne, Sarah; Hamzaoui, Dimitri; Allera, Alexandre; Ezziane, Malek; Luzurier, Anna; Quint, Raphaelle; Kalai, Mehdi; Ayache, Nicholas; Delingette, Herve; Renard-Penna, Raphaele
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errSave
Learning a Generative Motion Model From Image Sequences Based on a Latent Motion Matrix
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2021-05-01
err11
errOAAI
errKrebs, Julian; Delingette, Herve; Ayache, Nicholas; Mansi, Tommaso
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errSave
Simulating the outcome of amyloid treatments in Alzheimer's disease from imaging and clinical data
errBRAIN COMMUNICATIONS
IF4.5
err2021-04-28
err10
errOAAI
errNader, Clement Abi; Ayache, Nicholas; Frisoni, Giovanni B.; Robert, Philippe; Lorenzi, Marco
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errSave
Voxel-based assessments of treatment effects on longitudinal brain changes in the Multidomain Alzheimer Preventive Trial cohort
errNEUROBIOLOGY OF AGING
IF3.5
err2020-10-01
err6
errOAAI
errSivera, Raphael; Capet, Nicolas; Manera, Valeria; Fabre, Roxane; Lorenzi, Marco; Delingette, Herve; Pennec, Xavier; Ayache, Nicholas; Robert, Philippe
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errSave
Biomedical Imaging and Analysis in the Age of Big Data and Deep Learning
errPROCEEDINGS OF THE IEEE
IF25.9
err2020-01-01
err28
errOAAI
errDuncan, James S.; Insana, Michael F.; Ayache, Nicholas
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errSave
Predicting PET-derived demyelination from multimodal MRI using sketcher-refiner adversarial training for multiple sclerosis
errMEDICAL IMAGE ANALYSIS
IF11.8
err2019-12-01
err25
errOAAI
errWei, Wen; Poirion, Emilie; Bodini, Benedetta; Durrleman, Stanley; Ayache, Nicholas; Stankoff, Bruno; Colliot, Olivier
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errSave
Learning a Probabilistic Model for Diffeomorphic Registration
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2019-09-01
err130
errOAAI
errKrebs, Julian; Delingette, Herve; Mailhe, Boris; Ayache, Nicholas; Mansi, Tommaso
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errSave
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow
errMEDICAL IMAGE ANALYSIS
IF11.8
err2019-08-01
err68
errOAAI
errZheng, Qiao; Delingette, Herve; Ayache, Nicholas
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Paul M. Thompson
H-index: 222 · Papers: 4.3K
A
Alan C. Evans
H-index: 191 · Papers: 1.2K
Y
Yves Agid
H-index: 147 · Papers: 1.0K
F
Ferenc A. Jólesz
H-index: 137 · Papers: 764
D
Daniel Rueckert
H-index: 132 · Papers: 1.6K
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