Nicholas Ayache - Publications, H-index & Citations

Nicholas Ayache

Inria

99H指数

1.0K论文数

4.7W被引数

收录论文 114

发表时间

Multi-stage CNN for Fast Registration of 3D Preoperative CTs to 2D Intraoperative X-Rays 多阶段CNN用于3D术前CT与2D术中X射线的快速配准

COLLABORATIVE INTELLIGENCE AND AUTONOMY IN IMAGE-GUIDED SURGERY, COLAS 2025

IF0

2026-01-01

PREAI

Facente, Federica; Billot, Benjamin; Gopalakrishnan, Vivek; Kattel, Manasi; Wei, Wen; Golland, Polina; Delingette, Herve; Ayache, Nicholas; Berthet-Rayne, Pierre

Spatial Regularisation for Improved Accuracy and Interpretability in Keypoint-Based Registration 基于关键点配准的空间正则化以提高精度和可解释性

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Billot, Benjamin; Muthukrishnan, Ramya; Turk, Esra Abaci; Grant, P. Ellen; Ayachel, Nicholas; Delingette, Herve; Golland, Polina

Robust Rigid MRI-TRUS Registration in Prostate Cancer Using Attention-CNN and ICP 基于注意力卷积神经网络和ICP的鲁棒前列腺癌MRI-TRUS配准

SIMPLIFYING MEDICAL ULTRASOUND, ASMUS 2025

IF0

2026-01-01

PREAI

Kattel, Manasi; Billot, Benjamin; Facente, Federica; Delingette, Herve; Ayache, Nicholas

Artificial intelligence in presymptomatic neurological diseases: Bridging normal variation and prodromal signatures 人工智能在无症状期神经疾病中的应用：连接正常变异与前驱期特征

Revue Neurologique

IF2.3

2025-11-12

OAAI

T. 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

Reference standard for the evaluation of automatic segmentation algorithms: Quantification of inter observer variability of manual delineation of prostate contour on MRI

DIAGNOSTIC AND INTERVENTIONAL IMAGING

IF8.1

2024-02-01

OAAI

Moliere, Sebastien; Hamzaouid, Dimitri; Granger, Benjamin; Montagne, Sarah; Allera, Alexandre; Ezziane, Malek; Luzurier, Anna; Quint, Raphaelle; Kalai, Mehdi; Ayache, Nicholas; Delingette, Herve; Renard-Penna, Raphaele

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

FRONTIERS IN DIGITAL HEALTH

IF3.8

2023-12-08

OAAI

Chrisochoides, 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

How will tomorrow's algorithms fuse multimodal data? The example of the neuroprognosis in Intensive Care 明天的算法将如何融合多模态数据？重症监护中神经预后的例子

ANAESTHESIA CRITICAL CARE & PAIN MEDICINE

IF4.7

2023-12-01

OAAI

Soulier, Theodore; Colliot, Olivier; Ayache, Nicholas; Rohaut, Benjamin

MS-CLAM: Mixed supervision for the classification and localization of tumors in Whole Slide Images Ms-clam: 在整个幻灯片图像中对肿瘤进行分类和定位的混合监督

MEDICAL IMAGE ANALYSIS

IF11.8

2023-04-01

OAAI

Tourniaire, Paul; Ilie, Marius; Hofman, Paul; Ayache, Nicholas; Delingette, Herve

Automatic segmentation of prostate zonal anatomy on MRI: a systematic review of the literature MRI上前列腺区域解剖的自动分割: 文献的系统回顾

INSIGHTS INTO IMAGING

IF4.5

2022-12-21

OAAI

Wu, Carine; Montagne, Sarah; Hamzaoui, Dimitri; Ayache, Nicholas; Delingette, Herve; Renard-Penna, Raphaele

Online hard example mining vs. fixed oversampling strategy for segmentation of new multiple sclerosis lesions from longitudinal FLAIR MRI 在线硬示例挖掘与固定过采样策略从纵向FLAIR MRI分割新的多发性硬化病变

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-11-04

OAAI

Schmidt-Mengin, Marius; Soulier, Theodore; Hamzaoui, Mariem; Yazdan-Panah, Arya; Bodini, Benedetta; Ayache, Nicholas; Stankoff, Bruno; Colliot, Olivier

SimulAD: a dynamical model for personalized simulation and disease staging in Alzheimer's disease

NEUROBIOLOGY OF AGING

IF3.5

2022-05-01

OAAI

Clement, Abi Nader; Ribaldi, Federica; Frisoni, Giovanni B.; Garibotto, Valentina; Robert, Philippe; Ayache, Nicholas; Lorenzi, Marco

Deep reinforcement learning in medical imaging: A literature review 医学影像中的深度强化学习: 文献综述

MEDICAL IMAGE ANALYSIS

IF11.8

2021-10-01

101

OAAI

Zhou, S. Kevin; Le, Hoang Ngan; Luu, Khoa; Nguyen, Hien, V; Ayache, Nicholas

Challenge of prostate MRI segmentation on T2-weighted images: inter-observer variability and impact of prostate morphology 前列腺MRI分割对T2-weighted图像的挑战: 观察者间的变异性和前列腺形态的影响

INSIGHTS INTO IMAGING

IF4.5

2021-06-05

OAAI

Montagne, Sarah; Hamzaoui, Dimitri; Allera, Alexandre; Ezziane, Malek; Luzurier, Anna; Quint, Raphaelle; Kalai, Mehdi; Ayache, Nicholas; Delingette, Herve; Renard-Penna, Raphaele

Learning a Generative Motion Model From Image Sequences Based on a Latent Motion Matrix

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-05-01

OAAI

Krebs, Julian; Delingette, Herve; Ayache, Nicholas; Mansi, Tommaso

Simulating the outcome of amyloid treatments in Alzheimer's disease from imaging and clinical data 从成像和临床数据模拟淀粉样蛋白治疗阿尔茨海默氏病的结果

BRAIN COMMUNICATIONS

IF4.5

2021-04-28

OAAI

Nader, Clement Abi; Ayache, Nicholas; Frisoni, Giovanni B.; Robert, Philippe; Lorenzi, Marco

Voxel-based assessments of treatment effects on longitudinal brain changes in the Multidomain Alzheimer Preventive Trial cohort

NEUROBIOLOGY OF AGING

IF3.5

2020-10-01

OAAI

Sivera, Raphael; Capet, Nicolas; Manera, Valeria; Fabre, Roxane; Lorenzi, Marco; Delingette, Herve; Pennec, Xavier; Ayache, Nicholas; Robert, Philippe

Biomedical Imaging and Analysis in the Age of Big Data and Deep Learning 大数据和深度学习时代的生物医学成像和分析

PROCEEDINGS OF THE IEEE

IF25.9

2020-01-01

OAAI

Duncan, James S.; Insana, Michael F.; Ayache, Nicholas

Predicting PET-derived demyelination from multimodal MRI using sketcher-refiner adversarial training for multiple sclerosis

MEDICAL IMAGE ANALYSIS

IF11.8

2019-12-01

OAAI

Wei, Wen; Poirion, Emilie; Bodini, Benedetta; Durrleman, Stanley; Ayache, Nicholas; Stankoff, Bruno; Colliot, Olivier