Deformetrica 4: an open-source software for statistical shape analysis A Bône, M Louis, B Martin, S Durrleman Shape in Medical Imaging: International Workshop, ShapeMI 2018, Held in …, 2018 | 111 | 2018 |
Predicting the progression of mild cognitive impairment using machine learning: a systematic, quantitative and critical review M Ansart, S Epelbaum, G Bassignana, A Bône, S Bottani, T Cattai, ... Medical Image Analysis 67, 101848, 2021 | 86 | 2021 |
AD Course Map charts Alzheimer’s disease progression I Koval, A Bône, M Louis, T Lartigue, S Bottani, A Marcoux, ... Scientific Reports 11 (1), 8020, 2021 | 52 | 2021 |
Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms A Bône, O Colliot, S Durrleman Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 51 | 2018 |
Benchmarking off-the-shelf statistical shape modeling tools in clinical applications A Goparaju, K Iyer, A Bône, N Hu, HB Henninger, AE Anderson, ... Medical image analysis 76, 102271, 2022 | 34 | 2022 |
Can deep learning replace gadolinium in neuro-oncology?: a reader study S Ammari, A Bône, C Balleyguier, E Moulton, É Chouzenoux, A Volk, ... Investigative Radiology 57 (2), 99-107, 2022 | 33 | 2022 |
Parallel transport in shape analysis: a scalable numerical scheme M Louis, A Bône, B Charlier, S Durrleman, ... Geometric Science of Information: Third International Conference, GSI 2017 …, 2017 | 28 | 2017 |
Contrast-enhanced brain MRI synthesis with deep learning: key input modalities and asymptotic performance A Bône, S Ammari, JP Lamarque, M Elhaik, É Chouzenoux, F Nicolas, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1159-1163, 2021 | 27 | 2021 |
Learning joint shape and appearance representations with metamorphic auto-encoders A Bône, P Vernhet, O Colliot, S Durrleman Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 19 | 2020 |
Learning low-dimensional representations of shape data sets with diffeomorphic autoencoders A Bône, M Louis, O Colliot, S Durrleman, ... Information Processing in Medical Imaging: 26th International Conference …, 2019 | 19 | 2019 |
Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study A Saha, JS Bosma, JJ Twilt, B van Ginneken, A Bjartell, AR Padhani, ... The Lancet Oncology, 2024 | 17 | 2024 |
From dose reduction to contrast maximization: can deep learning amplify the impact of contrast media on brain magnetic resonance image quality? A reader study A Bône, S Ammari, Y Menu, C Balleyguier, E Moulton, É Chouzenoux, ... Investigative Radiology 57 (8), 527-535, 2022 | 17 | 2022 |
Learning the spatiotemporal variability in longitudinal shape data sets A Bône, O Colliot, S Durrleman | 12 | 2019 |
Clustering of longitudinal shape data sets using mixture of separate or branching trajectories V Debavelaere, A Bône, S Durrleman, S Allassonnière, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 11 | 2019 |
Feasibility of a longitudinal statistical atlas model to study aortic growth in congenital heart disease F Sophocleous, A Bône, AIU Shearn, MNV Forte, JL Bruse, M Caputo, ... Computers in Biology and Medicine 144, 105326, 2022 | 10 | 2022 |
Prediction of the progression of subcortical brain structures in Alzheimer’s disease from baseline A Bône, M Louis, A Routier, J Samper, M Bacci, B Charlier, O Colliot, ... Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging …, 2017 | 10 | 2017 |
Automatic detection of pancreatic lesions and main pancreatic duct dilatation on portal venous CT scans using deep learning C Abi Nader, R Vetil, LK Wood, MM Rohe, A Bône, H Karteszi, ... Investigative Radiology 58 (11), 791-798, 2023 | 7 | 2023 |
Shape in Medical Imaging A Bône, M Louis, B Martin, S Durrleman, M Reuter, C Wacinger, ... Springer International Publishing, 2018 | 5 | 2018 |
Simulating Alzheimer’s disease progression with personalised digital brain models I Koval, A Bône, M Louis, S Bottani, A Marcoux, J Samper-Gonzalez, ... Inria preprint, 2018 | 5 | 2018 |
Radiological diagnosis of hepatocellular carcinoma does not preclude biopsy before treatment B Brusset, M Jacquemin, Y Teyssier, GS Roth, N Sturm, M Roustit, A Bône, ... JHEP Reports 6 (1), 100957, 2024 | 4 | 2024 |