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Alexandre Bône
Alexandre Bône
Guerbet AI Research
Verified email at guerbet.com
Title
Cited by
Cited by
Year
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
1012018
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
762021
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
502018
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
472021
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
292017
Benchmarking off-the-shelf statistical shape modeling tools in clinical applications
A Goparaju, K Iyer, A Bone, N Hu, HB Henninger, AE Anderson, ...
Medical image analysis 76, 102271, 2022
252022
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
242022
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
232021
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
212019
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
162020
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
142022
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
122019
Learning the spatiotemporal variability in longitudinal shape data sets
A Bône, O Colliot, S Durrleman
112019
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
92022
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
92017
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
52023
Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection
R Vétil, C Abi-Nader, A Bône, MP Vullierme, MM Rohé, P Gori, I Bloch
International Conference on Medical Image Computing and Computer-Assisted …, 2022
42022
Learning adapted coordinate systems for the statistical analysis of anatomical shapes. Applications to Alzheimer's disease progression modeling
A Bône
Sorbonne université, 2020
42020
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
42018
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
22024
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