Dr ANSART Manon

Fiche personne

Coordonnées

LEAD CNRS UMR5022
Institut Marey - I3M
64 rue de Sully
21000 DIJON

03 80 39 60 43

Territoire

Bourgogne

Statut

Enseignant-Chercheur

Recherche

Mots clés : Machine learning, Deep learning, Traitement d'images, Classification, Cancer des ovaires, Recombinaison homologue, Inhibiteurs de PARP, Sélection pour traitement, Histologie

Thématique de recherche :

Apprentissage machine et applications médicales

Expertises :
- Recherche:Informatique

Publications

Deep Learning Morphometric Analysis on Protocol Biopsies Predicts Future Graft Function.

Ben Haberou M, Bard P, Gibier JB, Pereira De Almeida HG, Bamoulid J, Maanaoui M, Koenig A, Rabeyrin M, Gazeu A, Ezzahid S, Buron F, Picard C, Courivaud C, Felix SA, Paindavoine M, Tinel C, Lenain R, Martin L, Tarris G, Ansart M, Legendre M

Kidney Int Rep. 2026 07;11(7):106585

Longitudinal comparative analysis of antidepressants and anti-anxiety medications in Alzheimer's and Parkinson's diseases: insights from French and British health records.

Hamieh N, Ansart M, Guinebretiere O, Lekens B, Gantzer L, Durrleman S, Nedelec T

J Affect Disord. 2025 04 20;382:148-153

Classifying musical reading expertise by eye-movement analysis using machine learning.

Drai-Zerbib V, Ansart M, Grenot C, Poulin-Charronnat B, Perra J, Baccino T

Front Cognit. 2024 08 30;3:1417011

Recognition of intraglomerular histological features with deep learning in protocol transplant biopsies and their association with kidney function and prognosis.

Farhat I, Maréchal E, Calmo D, Ansart M, Paindavoine M, Bard P, Tarris G, Ducloux D, Felix SA, Martin L, Tinel C, Gibier JB, Funes de la Vega M, Rebibou JM, Bamoulid J, Legendre M

Clin Kidney J. 2024 02;17(2):sfae019

Automated evaluation with deep learning of total interstitial inflammation and peritubular capillaritis on kidney biopsies.

Jacq A, Tarris G, Jaugey A, Paindavoine M, Maréchal E, Bard P, Rebibou JM, Ansart M, Calmo D, Bamoulid J, Tinel C, Ducloux D, Crepin T, Chabannes M, Funes de la Vega M, Felix S, Martin L, Legendre M

Nephrol Dial Transplant. 2023 05 17;:

Identifying health conditions associated with Alzheimer's disease up to 15 years before diagnosis: an agnostic study of French and British health records.

Nedelec T, Couvy-Duchesne B, Monnet F, Daly T, Ansart M, Gantzer L, Lekens B, Epelbaum S, Dufouil C, Durrleman S

Lancet Digit Health. 2022 03;4(3):e169-e178

Changes in the use of psychotropic drugs during the course of Alzheimer's disease: A large-scale longitudinal study of French medical records.

Ansart M, Epelbaum S, Houot M, Nedelec T, Lekens B, Gantzer L, Dormont D, Durrleman S

Alzheimers Dement (N Y). 2021 09 14;7(1):e12210

A machine learning approach to screen for preclinical Alzheimer's disease.

Gaubert S, Houot M, Raimondo F, Ansart M, Corsi MC, Naccache L, Sitt JD, Habert MO, Dubois B, De Vico Fallani F, Durrleman S, Epelbaum S,

Neurobiol Aging. 2021 09;105:205-216

Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review.

Ansart M, Epelbaum S, Bassignana G, Bône A, Bottani S, Cattai T, Couronné R, Faouzi J, Koval I, Louis M, Thibeau-Sutre E, Wen J, Wild A, Burgos N, Dormont D, Colliot O, Durrleman S

Med Image Anal. 2021 01;67:101848