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Colliot, Olivier
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1

Contrast-enhanced to non-contrast-enhanced image translatio..:

Bottani, Simona ; Thibeau-Sutre, Elina ; Maire, Aurélien...
BMC Medical Imaging.  24 (2024)  1 - p. , 2024
Link: https://doi.org/10.1186/..
 
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2

Unsupervised Anomaly Detection in 3D Brain FDG PET: A Bench..:

, In: Deep Generative Models; Lecture Notes in Computer Science,
Hassanaly, Ravi ; Brianceau, Camille ; Colliot, Olivier. - p. 110-120 , 2024
Link: https://doi.org/10.1007/..
 
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3

Recréer in vivo à partir de l'IRM clinique des cartographie..:

Soulier, Théodore ; Hamzaoui, Mariem ; Pitombeira, Milena...
Revue Neurologique.  180 (2024)  - p. S43-S44 , 2024
Link: https://doi.org/10.1016/..
 
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4

Contribution of MRI for the Early Diagnosis of Parkinsonism..:

Chougar, Lydia ; Faucher, Alice ; Faouzi, Johann...
Movement Disorders.  39 (2024)  5 - p. 825-835 , 2024
Link: https://doi.org/10.1002/..
 
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5

Proxy-analysis of the genetics of cognitive decline in Park..:

Faouzi, Johann ; Tan, Manuela ; Casse, Fanny...
npj Parkinson's Disease.  10 (2024)  1 - p. , 2024
Link: https://doi.org/10.1038/..
 
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6

Automatic motion artefact detection in brain T1-weighted ma..:

Loizillon, Sophie ; Bottani, Simona ; Maire, Aurélien...
Medical Image Analysis.  93 (2024)  - p. 103073 , 2024
Link: https://doi.org/10.1016/..
 
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7

Evaluation of MRI-based machine learning approaches for com..:

Bottani, Simona ; Burgos, Ninon ; Maire, Aurélien...
Medical Image Analysis.  89 (2023)  - p. 102903 , 2023
Link: https://doi.org/10.1016/..
 
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8

A Non-technical Introduction to Machine Learning:

, In: Machine Learning for Brain Disorders; Neuromethods,
Colliot, Olivier - p. 3-23 , 2023
Link: https://doi.org/10.1007/..
 
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9

Automatic segmentation of the choroid plexuses: Method and ..:

Yazdan-Panah, Arya ; Schmidt-Mengin, Marius ; Ricigliano, Vito A.G....
NeuroImage: Clinical.  38 (2023)  - p. 103368 , 2023
Link: https://doi.org/10.1016/..
 
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10

Semi-supervised Domain Adaptation for Automatic Quality Con..:

, In: Domain Adaptation and Representation Transfer; Lecture Notes in Computer Science,
Loizillon, Sophie ; Colliot, Olivier ; Chougar, Lydia... - p. 84-93 , 2023
Link: https://doi.org/10.1007/..
 
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11

How Precise are Performance Estimates for Typical Medical I..:

, In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI),
El Jurdi, Rosana ; Colliot, Olivier - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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12

Reproducibility in Machine Learning for Medical Imaging:

, In: Machine Learning for Brain Disorders; Neuromethods,
Colliot, Olivier ; Thibeau-Sutre, Elina ; Burgos, Ninon - p. 631-653 , 2023
Link: https://doi.org/10.1007/..
 
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13

Comparison of mean diffusivity, R2* relaxation rate and mor..:

Chougar, Lydia ; Lejeune, François-Xavier ; Faouzi, Johann...
Parkinsonism & Related Disorders.  108 (2023)  - p. 105287 , 2023
Link: https://doi.org/10.1016/..
 
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14

Classic Machine Learning Methods:

, In: Machine Learning for Brain Disorders; Neuromethods,
Faouzi, Johann ; Colliot, Olivier - p. 25-75 , 2023
Link: https://doi.org/10.1007/..
 
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15

Deep Learning: Basics and Convolutional Neural Networks (CN..:

, In: Machine Learning for Brain Disorders; Neuromethods,
Vakalopoulou, Maria ; Christodoulidis, Stergios ; Burgos, Ninon.. - p. 77-115 , 2023
Link: https://doi.org/10.1007/..
 
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