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Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse
Simona Bottani
,
Ninon Burgos
,
Aurélien Maire
,
Dario Saracino
,
Sebastian Ströer
et al.
2023
Preprints, Working Papers, ...
hal-03656136v2
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Impact of sex and APOE-ε4 genotype on patterns of regional brain atrophy in Alzheimer's Disease and healthy ageing
Benoît Sauty
,
Stanley Durrleman
Journal articles
hal-03778801v4
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Evaluating machine learning models and their diagnostic value
Gaël Varoquaux
,
Olivier Colliot
Olivier Colliot. Machine Learning for Brain Disorders, Springer, 2023
Book sections
hal-03682454v5
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Machine learning for Parkinson’s disease and related disorders
Johann Faouzi
,
Olivier Colliot
,
Jean-Christophe Corvol
Olivier Colliot. Machine Learning for Brain Disorders, Springer, In press
Book sections
hal-03830073v1
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Classic machine learning algorithms
Johann Faouzi
,
Olivier Colliot
Olivier Colliot. Machine Learning for Brain Disorders, Springer, In press
Book sections
hal-03830094v3
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Reproducibility in machine learning for medical imaging
Olivier Colliot
,
Elina Thibeau-Sutre
,
Ninon Burgos
Olivier Colliot. Machine Learning for Brain Disorders, Springer, In press
Book sections
hal-03957240v2
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Interpretability of Machine Learning Methods Applied to Neuroimaging
Elina Thibeau-Sutre
,
Sasha Collin
,
Ninon Burgos
,
Olivier Colliot
Olivier Colliot. Machine Learning for Brain Disorders, Springer, In press
Book sections
hal-03615163v1
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Multivariate disease progression modelling with longitudinal ordinal data
Pierre‐emmanuel Poulet
,
Stanley Durrleman
Journal articles
hal-04095450v1
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Scrolling 2D U-Net for the 3D segmentation of the internal carotid artery
Arya Yazdan-Panah
,
Guanghui Fu
,
Didier Dormont
,
Bruno Stankoff
,
Olivier Colliot
et al.
2023
Preprints, Working Papers, ...
hal-04090342v1
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Holographic EEG: multi-view deep learning for BCI
Igor Carrara
,
Bruno Aristimunha
,
Sylvain Chevallier
,
Marie-Constance Corsi
,
Théodore Papadopoulo
et al.
Journée CORTICO 2023 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2023, Paris, France.
Conference poster
hal-04095900v1
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Scrolling 2D U-Net for the 3D segmentation of small vessels on 7T magnetic resonance angiography
Arya Yazdan-Panah
,
Rosana El Jurdi
,
Guanghui Fu
,
Janan Arslan
,
Romain Valabregue
et al.
2023
Preprints, Working Papers, ...
hal-04090356v1
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CONCERTO: Coherence & Functional Connectivity Graph Network
Bruno Aristimunha
,
Raphael Yokoingawa De Camargo
,
Walter Hugo Lopez Pinaya
,
Florian Yger
,
Marie-Constance Corsi
et al.
Journée CORTICO 2023, May 2023, Paris, France. 2023
Conference poster
hal-04121445v1
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Phagocytosis Unveiled: A Scalable and Interpretable Deep learning Framework for Neurodegenerative Disease Analysis
Mehdi Ounissi
,
Morwena Latouche
,
Daniel Racoceanu
2023
Preprints, Working Papers, ...
hal-04067345v1
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Impact of sex and APOE-ε4 genotype on regional brain metabolism in Alzheimer's Disease
Benoît Sauty
,
Stanley Durrleman
ISBI 2023 - IEEE 20th International Symposium on Biomedical Imaging, Apr 2023, Cartagena (Colombia), Colombia
Conference papers
hal-03951468v1
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How precise are performance estimates for typical medical image segmentation tasks?
Rosana El Jurdi
,
Olivier Colliot
IEEE International Symposium on Biomedical Imaging (ISBI 2023), IEEE, Apr 2023, Cartagena de Indias, Colombia
Conference papers
hal-04104891v1
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Operationalizing the centiloid scale for [18 F]florbetapir PET studies on PET/MRI
William Coath
,
Marc Modat
,
M. Jorge Cardoso
,
Pawel Markiewicz
,
Christopher Lane
et al.
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, 2023, 15 (2), ⟨10.1002/dad2.12434⟩
Journal articles
hal-04099627v1
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Reconstruction vasculaire 3D et analyse de lames virtuelles H&E dans l'étude du mélanome
Janan Arslan
,
Haocheng Luo
,
Pawan Kumar
,
Matthieu Lacroix
,
Pierrick Dupré
et al.
IABM2023 : Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale, Mar 2023, Paris, France
Conference papers
hal-03928851v1
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Automatic segmentation of the choroid plexuses: Method and validation in controls and patients with multiple sclerosis
Arya Yazdan-Panah
,
Marius Schmidt-Mengin
,
Vito A.G. Ricigliano
,
Théodore Soulier
,
Bruno Stankoff
et al.
Journal articles
hal-04026889v1
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Comparison of mean diffusivity, R2* relaxation rate and morphometric biomarkers for the clinical differentiation of parkinsonism
Lydia Chougar
,
François-Xavier Lejeune
,
Johann Faouzi
,
Benjamin Morino
,
Alice Faucher
et al.
Journal articles
hal-04041736v1
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A meta-graph approach for analyzing whole slide histopathological images of human brain tissue with Alzheimer's disease biomarkers
Gabriel Jiménez
,
Pablo Mas
,
Anuradha Kar
,
Léa Ingrassia
,
Susana Boluda
et al.
SPIE Medical Imaging 2022, SPIE, Feb 2023, San Diego, United States
Conference papers
hal-03936684v1
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Efficient 3D Reconstruction of H&E Whole Slide Images in Melanoma
Janan Arslan
,
Mehdi Ounissi
,
Haocheng Luo
,
Matthieu Lacroix
,
Pierrick Dupré
et al.
SPIE Medical Imaging 2023, Feb 2023, San Diego, California, United States
Conference papers
hal-03834014v2
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Introducing Soft Topology Constraints in Deep Learning-based Segmentation using Projected Pooling Loss
Guanghui Fu
,
Rosana El Jurdi
,
Lydia Chougar
,
Didier Dormont
,
Romain Valabregue
et al.
SPIE Medical Imaging 2023, Feb 2023, San Diego, United States
Conference papers
hal-03832309v2
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Simulation-based evaluation framework for deep learning unsupervised anomaly detection on brain FDG PET
Ravi Hassanaly
,
Simona Bottani
,
Benoît Sauty
,
Olivier Colliot
,
Ninon Burgos
et al.
SPIE Medical Imaging, Feb 2023, San Diego, United States
Conference papers
hal-03835015v2
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How can data augmentation improve attribution maps for disease subtype explainability?
Elina Thibeau-Sutre
,
Jelmer M Wolterink
,
Olivier Colliot
,
Ninon Burgos
SPIE Medical Imaging, Feb 2023, San Diego, United States
Conference papers
hal-03966737v1
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Interpretable automatic detection of incomplete hippocampal inversions using anatomical criteria
Lisa J Hemforth
,
Claire Cury
,
Vincent Frouin
,
Sylvane Desrivières
,
Antoine Grigis
et al.
SPIE Medical Imaging 2023, Feb 2023, San Diego (California), United States. pp.1-7
Conference papers
hal-03994348v1
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Transfer learning from synthetic to routine clinical data for motion artefact detection in brain T1-weighted MRI
Sophie Loizillon
,
Simona Bottani
,
Aurélien Maire
,
Sebastian Ströer
,
Didier Dormont
et al.
SPIE Medical Imaging 2023: Image Processing, Feb 2023, San Diego, United States
Conference papers
hal-03831746v2
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Forecasting individual progression trajectories in Alzheimer’s disease
Etienne Maheux
,
Igor Koval
,
Juliette Ortholand
,
Colin Birkenbihl
,
Damiano Archetti
et al.
Journal articles
hal-04023781v1
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Specificities of Meningitis and Meningo-Encephalitis After Kidney Transplantation: A French Retrospective Cohort Study
Yanis Tamzali
,
Anne Scemla
,
Thomas Bonduelle
,
Claire Garandeau
,
M. Gilbert
et al.
Journal articles
hal-03996962v1
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A quantified comparison of cortical atlases on the basis of trait morphometricity
Anna Fürtjes
,
James Cole
,
Baptiste Couvy-Duchesne
,
Stuart Ritchie
Journal articles
hal-03918221v1
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A non-technical introduction to machine learning
Olivier Colliot
Olivier Colliot. Machine Learning for Brain Disorders, 197, Springer, 2023, Neuromethods
Book sections
hal-03957125v3
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