Manon Ansart

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Publications

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Predicting the Progression of Mild Cognitive Impairment Using Machine Learning: A Systematic, Quantitative and Critical Review

Manon Ansart , Stéphane Epelbaum , Giulia Bassignana , Alexandre Bône , Simona Bottani et al.
Medical Image Analysis, 2021, 67, pp.101848. ⟨10.1016/j.media.2020.101848⟩
Article dans une revue hal-02337815 v2
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Changes in the use of psychotropic drugs during the course of Alzheimer's disease: A large‐scale longitudinal study of French medical records

Manon Ansart , Stéphane Epelbaum , Marion Houot , Thomas Nedelec , Béranger Lekens et al.
Alzheimer's & Dementia: Translational Research & Clinical Interventions, 2021, 7 (1), pp.e12210. ⟨10.1002/trc2.12210⟩
Article dans une revue hal-03351244 v1
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Ensemble Learning of Convolutional Neural Network, Support Vector Machine, and Best Linear Unbiased Predictor for Brain Age Prediction: ARAMIS Contribution to the Predictive Analytics Competition 2019 Challenge

Baptiste Couvy-Duchesne , Johann Faouzi , Benoît Martin , Elina Thibeau-Sutre , Adam Wild et al.
Frontiers in Psychiatry, 2020, 11, ⟨10.3389/fpsyt.2020.593336⟩
Article dans une revue hal-03136463 v1
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Reduction of recruitment costs in preclinical AD trials. Validation of automatic pre-screening algorithm for brain amyloidosis

Manon Ansart , Stéphane Epelbaum , Geoffroy Gagliardi , Olivier Colliot , Didier Dormont et al.
Statistical Methods in Medical Research, 2019, pp.096228021882303. ⟨10.1177/0962280218823036⟩
Article dans une revue hal-01964942 v2
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Statistical shape model of the spine fitting study: impact of clipping the latent representation

Manon Ansart , Thierry Cresson , Benjamin Aubert , Jacques A de Guise , Carlos Vázquez
PROCEEDINGS VOLUME 12032 SPIE MEDICAL IMAGING, Feb 2022, San Diego, United States. ⟨10.1117/12.2606202⟩
Communication dans un congrès hal-03694285 v1
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Prediction of future cognitive scores and dementia onset in Mild Cognitive Impairment patients

Manon Ansart , Ninon Burgos , Olivier Colliot , Didier Dormont , Stanley Durrleman
OHBM 2019 - Organization for Human Brain Mapping Conference, Jun 2019, Rome, Italy
Communication dans un congrès hal-02098427 v2
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Design of a decision support system for predicting the progression of Alzheimer’s disease

Manon Ansart , Igor Koval , Anne Bertrand , Didier Dormont , Stanley Durrleman
Alzheimer's Association International Conference, Jul 2018, Chicago, United States. pp.P433, ⟨10.1016/j.jalz.2018.06.371⟩
Communication dans un congrès hal-01988912 v1
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Selection of amyloid positive pre-symptomatic subjects using automatic analysis of neuropsychological and MRI data for cost effective inclusion procedures in clinical trials

Manon Ansart , Stéphane Epelbaum , Olivier Colliot , Didier Dormont , Bruno Dubois et al.
Clinical Trials for Alzheimer's Disease, Nov 2017, Boston, United States. pp.295
Communication dans un congrès hal-02098434 v2
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Prediction of amyloidosis from neuropsychological and MRI data for cost effective inclusion of pre-symptomatic subjects in clinical trials

Manon Ansart , Stéphane Epelbaum , Geoffroy Gagliardi , Olivier Colliot , Didier Dormont et al.
Multimodal Learning for Clinical Decision Support, Sep 2017, Quebec City, Canada
Communication dans un congrès hal-01578422 v1