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Scientific Reports|September 23, 2023
Improving CNNs classification with pathologist-based expertise: the renal cell carcinoma case studyFrancesco Ponzio, Xavier Descombes, Damien AmbrosettiComputer Methods and Programs in Biomedicine|November 9, 2025
Renal Cell Carcinoma subtyping: Learning from multi-resolution localizationMohamad Mohamad, Francesco Ponzio, Santa Di Cataldo, et al.Computer Methods and Programs in Biomedicine|April 22, 2026
Uncertainty-aware AI for tumor subtyping with histology and immunohistochemistry: A multi-center study in Renal Cell CarcinomaSeyed Mohammad Mehdi Hosseini, Paul Hannetel, Santa Di Cataldo, et al.Methods (San Diego, Calif.)|September 25, 2016
Multiple objects detection in biological images using a marked point process frameworkXavier DescombesActa Dermato-Venereologica|October 25, 2021
Pleomorphic Onychomatricoma: A Mimicker of MalignancyChristophe Perrin, Damien AmbrosettiJournal of Biomedical Optics|April 11, 2023
Automatic granular and spinous epidermal cell identification and analysis on <i>in vivo</i> reflectance confocal microscopy images using cell morphological featuresImane Lboukili, Georgios Stamatas, Xavier DescombesJournal of Biomedical Optics|August 5, 2024
DermoGAN: multi-task cycle generative adversarial networks for unsupervised automatic cell identification on <i>in-vivo</i> reflectance confocal microscopy images of the human epidermisImane Lboukili, Georgios Stamatas, Xavier DescombesIEEE Transactions on Pattern Analysis and Machine Intelligence|October 22, 2005
Point processes for unsupervised line network extraction in remote sensingCaroline Lacoste, Xavier Descombes, Josiane ZerubiaJournal of Biomedical Optics|July 26, 2022
Automating reflectance confocal microscopy image analysis for dermatological research: a reviewImane Lboukili, Georgios Stamatas, Xavier DescombesIEEE Transactions on Pattern Analysis and Machine Intelligence|July 17, 2010
Geometric feature extraction by a multimarked point processFlorent Lafarge, Georgy Gimel'farb, Xavier DescombesPageof 12