Universal k-NN (UNN) Classification of Cell Images using Histograms of DoG Coefficients. - Paolo Piro; Wafa Bel Haj Ali; Lydie Crescence; Oumelkheir Ferhat; Jacques Darcourt; Thierry Pourcher; Michel Barlaud (BIOINFORMATICS, 2012)

Biological cells classification using bio-inspired descriptor in a boosting k-NN framework. - Wafa Bel Haj Ali; Paolo Piro; Dario Giampaglia; Thierry Pourcher; Michel Barlaud (CBMS, 2012)

Classification of biological cells using bio-inspired descriptors. - Wafa Bel Haj Ali; Dario Giampaglia; Michel Barlaud; Paolo Piro; Richard Nock; Thierry Pourcher (ICPR, 2012)

A Bio-inspired Learning and Classification Method for Subcellular Localization of a Plasma Membrane Protein. - Wafa Bel Haj Ali; Paolo Piro; Lydie Crescence; Dario Giampaglia; Oumelkheir Ferhat; Jacques Darcourt; Thierry Pourcher; Michel Barlaud (VISAPP (1), 2012)

Image-based motion detection in 4D images and application to respiratory motion suppression. - Marine Breuilly; Grégoire Malandain; Nicholas Ayache; Julien Guglielmi; Thierry Pourcher; Philippe R. Franken; Jacques Darcourt (ISBI, 2013)

Non Invasive Live Cell Cycle Monitoring using Quantitative Phase Imaging and Proximal Machine Learning Methods. - Philippe Pognonec; Michel Barlaud; Benoît Wattellier; Thierry Pourcher; Yuxiang Zhou; Sherazade Aknoun; Manuel Yonnet; Marc Antonini (CBMS, 2019)

Primal-dual for classification with rejection (PD-CR): a novel method for classification and feature selection - an application in metabolomics studies. - David Chardin; Olivier Humbert; Caroline Bailleux; Fanny Burel-Vandenbos; Valerie Rigau; Thierry Pourcher; Michel Barlaud (BMC Bioinform., 2021)

Mitotic Index Determination on Live Cells From Label-Free Acquired Quantitative Phase Images Using a Supervised Autoencoder. - Philippe Pognonec; Axel Gustovic; Zied Djabari; Thierry Pourcher; Michel Barlaud (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Learning a confidence score and the latent space of a new supervised autoencoder for diagnosis and prognosis in clinical metabolomic studies. - David Chardin; Cyprien Gille; Thierry Pourcher; Olivier Humbert; Michel Barlaud (BMC Bioinform., 2022)

Thyroid Nodule Diagnosis Using a New Supervised Autoencoder Neural Network with ℓ 1,∞ Projection. - Grégoire D'Andrea; Cyprien Gille; Thierry Pourcher; Michel Barlaud (CIBB, 2023)