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)

Comparison of classification methods that combine clinical data and high-dimensional mass spectrometry data. - Caroline Truntzer; Elise Mostacci; Aline Jeannin; Jean-Michel Petit; Patrick Ducoroy; Hervé Cardot (BMC Bioinform., 2014)

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)

Linear MALDI-ToF simultaneous spectrum deconvolution and baseline removal. - Vincent Picaud; Jean-François Giovannelli; Caroline Truntzer; Jean-Philippe Charrier; Audrey Giremus; Pierre Grangeat; Catherine Mercier (BMC Bioinform., 2018)

Deep learning for colon cancer histopathological images analysis. - Amina Ben Hamida; Maxime Devanne; Jonathan Weber; Caroline Truntzer; Valentin Derangère; François Ghiringhelli; Germain Forestier; Cédric Wemmert (Comput. Biol. Medicine, 2021)

Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation. - Amina Ben Hamida; Maxime Devanne; Jonathan Weber; Caroline Truntzer; Valentin Derangère; François Ghiringhelli; Germain Forestier; Cédric Wemmert (Artif. Intell. Medicine, 2022)

Comparison of deep learning architectures for colon cancer mutation detection. - Robin Heckenauer; Jonathan Weber; Cédric Wemmert; Caroline Truntzer; Valentin Derangère; François Ghiringhelli; Michel Hassenforder; Pierre-Alain Muller; Germain Forestier (CBMS, 2023)

Predictive Factors of Local Recurrence after Colorectal Cancer Liver Metastases Thermal Ablation. - Julien Odet; Julie Pellegrinelli; Olivier Varbedian; Caroline Truntzer; Marco Midulla; François Ghiringhelli; David Orry (J. Imaging, 2023)