Publications
Publications (* = Authors names in alphabetic order)
- Optimal transport-based machine learning to match specific patterns: application to the detection
of molecular regulation patterns in omics data
(HAL),
T.-T.-Y. Nguyen, W. Harchaoui, Lucile Mégret, C. Mendoza, O. Bouaziz, C. Neri, A. Chambaz,
J. of the Royal Statistical Society Series C., (2024).
- Precision machine learning to understand micro-RNA regulation in neurodegenerative diseases
(PubMed),
L. Mégret, C. Mendoza, M. Arrieta Lobo, E. Brouillet, T.-T.-Y. Nguyen, O. Bouaziz, A. Chambaz, C. Neri,
Front Mol Neurosci., (2022).
- Shape deformation analysis reveals the temporal dynamics of cell-type-specific homeostatic and pathogenic
responses to mutant huntingtin
(PubMed),
L. Mégret, B. Gris, S. S. Nair, J. Cevost, M. Wertz, J. Aaronson, J. Rosinski, T. F Vogt,
H. Wilkinson, M. Heiman, C. Neri,
Elife, (2021).
- Combining feature selection and shape analysis uncovers precise rules for miRNA regulation in
Huntington's disease mice
(PubMed),
L. Mégret, S. S. Nair, J. Dancourt, J. Aaronson, J. Rosinski, C. Neri,
BMC Bioinformatics, 21, 75, (2020).
- Gevrey solutions of singularly perturbed differential equations, an extension to the non-autonomous case
(HAL),
L. Mégret , J. Demongeot,
Discrete & Continuous Dynamical Systems - S (2019).
- From conservative to dissipative non-linear differential systems. An application to the
cardio-respiratory regulation
(HAL),
*J. Demongeot, D. Istrate, H. Khlaifi, L. Mégret, C. Taramasco,
Discrete & Continuous Dynamical Systems - S (2019).
- Plasma amyloid beta 40/42 ratio predicts cerebral amyloidosis in cognitively normal individuals at risk for Alzheimer's disease
(PubMed),
A. Vergallo, L. Mégret, S. Lista, E. Cavedo, H. Zetterberg, K. Blennow, E. Vanmechelen, A. De Vos, M.-O. Habert, M.-C. Potier, B. Dubois, C. Neri, H. Hampel,
Alzheimer & Dementia, 15(6), pp. 764-775 (2019).
- Genetic cooperativity in multi-layer networks implicates cell survival and senescence in the striatum of Huntington's disease mice synchronous to symptoms.
(PubMed),
E. Bigan, S. S. Nair, F.-X. Lejeune, H. Fragnaud, F. Parmentier, L. Mégret, M. Verny, J. Aaronson, J. Rosinski, C. Neri,
Bioinformatics, (2019).
- Studies of the Petrov Module for a Family of Generalized Liénard Integrable Systems (HAL),
L. Mégret,
Qualitative Theory of Dynamical Systems, 20(2), pp.1-21 (2017).
- Canard-Induced Loss of Stability Across a Homoclinic Bifurcation (HAL),
*M. Desroches, J.-P. Françoise, L. Mégret,
ARIMA, 20, pp. 47-62 (2015).
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