Importance of data structure in comparing two dimension reduction methods for classification of microarray gene expression data. - Caroline Truntzer; Catherine Mercier; Jacques Estève; Christian Gautier; Pascal Roy (BMC Bioinform., 2007)

Comparative optimism in models involving both classical clinical and gene expression information. - Caroline Truntzer; Delphine Maucort-Boulch; Pascal Roy (BMC Bioinform., 2008)

Protein mass spectra data analysis for clinical biomarker discovery: a global review. - Pascal Roy; Caroline Truntzer; Delphine Maucort-Boulch; Thomas Jouve; Nicolas Molinari (Briefings Bioinform., 2011)

Variable selection for noisy data applied in proteomics. - Noura Dridi; Audrey Giremus; Jean-François Giovannelli; Caroline Truntzer; Pascal Roy; L. Gerfaut; Jean-Philippe Charrier; Patrick Ducoroy; Catherine Mercier; Pierre Grangeat (ICASSP, 2014)

Statistical method to compare massive parallel sequencing pipelines. - M.-H. Elsensohn; N. Leblay; Sarra Dimassi; Amandine Campan-Fournier; A. Labalme; Florence Roucher Boulez; D. Sanlaville; Gaetan Lesca; C. Bardel; Pascal Roy (BMC Bioinform., 2017)

Bayesian inference for biomarker discovery in proteomics: an analytic solution. - Noura Dridi; Audrey Giremus; Jean-François Giovannelli; Caroline Truntzer; Melita Hadzagic; Jean-Philippe Charrier; Laurent Gerfault; Patrick Ducoroy; Bruno Lacroix; Pierre Grangeat; Pascal Roy (EURASIP J. Bioinform. Syst. Biol., 2017)

Variance component analysis to assess protein quantification in biomarker validation: application to selected reaction monitoring-mass spectrometry. - Amna Klich; Catherine Mercier; Laurent Gerfault; Pierre Grangeat; Corinne Beaulieu; Elodie Degout-Charmette; Tanguy Fortin; Pierre Mahé; Jean-François Giovannelli; Jean-Philippe Charrier; Audrey Giremus; Delphine Maucort-Boulch; et al. (BMC Bioinform., 2018)

FlauBERT vs. CamemBERT: Understanding patient's answers by a French medical chatbot. - Corentin Blanc; Alexandre Bailly; Élie Francis; Thierry Guillotin; Fadi Jamal; Béchara Wakim; Pascal Roy (Artif. Intell. Medicine, 2022)

Effects of dataset size and interactions on the prediction performance of logistic regression and deep learning models. - Alexandre Bailly; Corentin Blanc; Élie Francis; Thierry Guillotin; Fadi Jamal; Béchara Wakim; Pascal Roy (Comput. Methods Programs Biomed., 2022)