Publications

Here is a list of my most important papers, published in journals or international conferences. You can find a complete list of my publications on Google Scholar. Preprints are available on HAL.

• Amélie Jacq, Georges Tarris, Adrien Jaugey, Michel Paindavoine, Elise Maréchal, Patrick Bard, Jean-Michel Rebibou, Manon Ansart, Doris Calmo, Jamal Bamoulid, Claire Tinel, Didier Ducloux, Thomas Crepin, Melchior Chabannes, Mathilde Funes de la Vega, Sophie Felix, Laurent Martin, Mathieu Legendre. 2023. "Automated evaluation with deep learning of total interstitial inflammation and peritubular capillaritis on kidney biopsies". In Nephrology Dialysis Transplantation, gfad094. Oxford University Press. https://doi.org/10.1093/ndt/gfad094
• Thomas Nedelec, Baptiste Couvy-Duchesne, Fleur Monnet, Timothy Daly, Manon Ansart, Laurène Gantzer, Béranger Lekens, Stéphane Epelbaum, Carole Dufouil, Stanley Durrleman. 2022. "Identifying health conditions associated with Alzheimer's disease up to 15 years before diagnosis: an agnostic study of French and British health records". In The Lancet Digital Health, 4:e169--e178. Elsevier. https://doi.org/10.1016/S2589-7500(21)00275-2
• Manon Ansart, Thierry Cresson, Benjamin Aubert, Jacques A de Guise and Carlos Vázquez. 2022. "Statistical shape model of the spine fitting study: impact of clipping the latent representation". In SPIE Medical Imaging 2022: Image Processing, 12032:277--285. https://doi.org/10.1117/12.2606202
• Manon Ansart, Stéphane Epelbaum, Marion Houot, Thomas Nedelec, Béranger Lekens, Laurène Gantzer, Didier Dormont, Stanley Durrleman. 2021. "Changes in the use of psychotropic drugs during the course of Alzheimer's disease: A large-scale longitudinal study of French medical records". In Alzheimer's & Dementia: Translational Research & Clinical Interventions, 7:e12210. Wiley Online Library. https://doi.org/10.1002/trc2.12210
• Sinead Gaubert, Marion Houot, Federico Raimondo, Manon Ansart, Marie-Constance Corsi, Lionel Naccache, Jacobo Diego Sitt, Marie-Odile Habert, Bruno Dubois, Fabrizio De Vico Fallani, Stanley Durrleman, Stéphane Epelbaum. 2021. "A machine learning approach to screen for preclinical Alzheimer's disease". In Neurobiology of Aging, 105:205--216. Elsevier. https://doi.org/10.1016/j.neurobiolaging.2021.04.024
• Manon Ansart, Stéphane Epelbaum, Giulia Bassignana, Alexandre Bône, Simona Bottani, Tiziana Cattai, Raphael Couronne, Johann Faouzi, Igor Koval, Maxime Louis, Elina Thibeau-Sutre, Junhao Wen, Adam Wild, Ninon Burgos, Didier Dormont, Olivier Colliot and Stanley Durrleman. 2020. "Predicting the Progression of Mild Cognitive Impairment Using Machine Learning: A Systematic and Quantitative Review". In Medical Image Analysis, 67:101848. https://doi.org/10.1016/j.media.2020.101848
• Manon Ansart, Stéphane Epelbaum, Geoffroy Gagliardi, Olivier Colliot, Didier Dormont, Bruno Dubois, Harald Hampel and Stanley Durrleman. 2019. "Reduction of recruitment costs in preclinical AD trials: validation of automatic pre-screening algorithm for brain amyloidosis". In Statistical Methods in Medical Research, 096228021882303. https://doi.org/10.1177/0962280218823036