Nos publications scientifiques
L’apprentissage Profond
Ian Goodfellow, Yoshua Bengio et Aaron Courville
Disponible sur Amazon, FNAC et Place des Libraires
2018
Quelle transparence pour les algorithmes d’apprentissage machine ?
Dépôt HAL-01791021, 2018 – Accepté par la Revue d’Intelligence Artificielle. M. Pégny, I. Ibnouhsein
Detecting and modeling worst-case dependence structures between random inputs of computational reliability models
Dépôt HAL-01779484, 2018 – N. Benoumechiara, B. Michel, P. Saint-Pierre, N. Bousquet
An innovative solution for breast cancer textual big data analysis
arXiv:1712.02259, 2018 – N. Thiébaut, A. Simoulin, K. Neuberger, I. Ibnouhsein, N. Bousquet, N. Reix, S. Molière, C. Mathelin
Extreme events modeling in energy companies
Wiley StatsRef: Encyclopedia of Statistics, 2018 – N. Bousquet
High-throughput ovariance follicle counting by an innovative deep learning approach
C. Sonigo, S. Jankowski, O. Yoo, O. Trassard, N. Bousquet, M. Grynberg, I. Beau, N. Binart. Accepté par Scientific Reports
The Big Data Revolution for Breast Cancer Patients
Eur J Breast Health, 14:61-62, 2018 – I. Ibnouhsein, S. Jankowski, K. Neuberger, C. Mathelin
2017
A novel machine learning-derived decision tree including uPA/PAI-1 for breast cancer care
N. Reix, M. Lodi, S. Jankowski, S. Molière, E. Luporsi;S. Leblanc, L. Scheer, I. Ibnouhsein, J.-C. Benabu, V. Gabriele, A. Guggiola, J.-M. Lessinger, M.-P. Chenard, F. Alpy, J.-P. Bellocq, K. Neuberger, C. Tomasetto, C. Mathelin. Accepté par Clinical Chemistry and Laboratory Medecine
Impact du dépistage : une expérience française
Mise à jour du Collège National des Gynécologues et Obstétriciens Français, 2017 – C. Mathelin, J. Colin, S. Molière, A. Fleury, C. Linck, M. Paté, C. Guldenfels, A. Simoulin, K. Neuberger, J. Jégu
Breast cancer in elderly women and altered clinico-pathological characteristics: a systematic review
Breast Cancer Res. Treat, 166(3): 657-668, 2017 – M. Lodi, L. Scheer, N. Reix, D. Heinz, AJ. Carin, N. Thiébaut, K. Neuberger, C. Tomasetto, C. Mathelin
Relevance of breast MRI in determining the size and focality of invasive breast cancer treated by mastectomy: a prospective study
World J. Sur. Oncol. 15:128, 2017 – AJ. Carin, S. Molière, V. Gabriele, M. Lodi, N. Thiébaut, K. Neuberger, C. Mathelin
2016
A prospective study to assess the clinical utility of serum HER2 extracellular domain in breast cancer with HER2 overexpression
Breast Cancer Res Treat 160(2):249-259, 2016 – N. Reix, C. Malina, MP. Chenard, JP. Bellocq, S. Delpous, S. Molière, A. Sevrin, K. Neuberger, C. Tomasetto, C. Mathelin
Cancer du sein et Big Data : évolution ou révolution ?
Gynécologie Obstétrique & Fertilité 44(7-8), 2016 – C. Mathelin, K. Neuberger, I. Ibnouhsein