Fabrice André

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
SparseXMIL: Leveraging sparse convolutions for context-aware and memory-efficient classification of whole slide images in digital pathology.
Medical Image Anal.
Loïc Le Bescond, Marvin Lerousseau, Fabrice André, Hugues Talbot
2025 J jnl
A benchmarking study of individual somatic variant callers and voting-based ensembles for whole-exome sequencing.
Briefings Bioinform.
Arnaud Guille, José Adélaïde, Pascal Finetti, Fabrice André, Daniel Birnbaum, Emilie Mamessier, François Bertucci, Max Chaffanet
2023 J jnl
A biology-driven deep generative model for cell-type annotation in cytometry.
Briefings Bioinform.
Quentin Blampey, Nadège Bercovici, Charles-Antoine Dutertre, Isabelle Pic, Joana Mourato Ribeiro, Fabrice André, Paul-Henry Cournède
2023 J jnl
On the detection of Out-Of-Distribution samples in Multiple Instance Learning.
CoRR
Loïc Le Bescond, Maria Vakalopoulou, Stergios Christodoulidis, Fabrice André, Hugues Talbot
2022 J jnl
Interpretable cytometry cell-type annotation with flow-based deep generative models.
CoRR
Quentin Blampey, Nadège Bercovici, Charles-Antoine Dutertre, Isabelle Pic, Fabrice André, Joana Mourato Ribeiro, Paul-Henry Cournède
2022 — conf
Unsupervised Nuclei Segmentation Using Spatial Organization Priors.
MICCAI (2)
Loïc Le Bescond, Marvin Lerousseau, Ingrid Garberis, Fabrice André, Stergios Christodoulidis, Maria Vakalopoulou, Hugues Talbot
2021 J jnl
AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia.
Medical Image Anal.
Guillaume Chassagnon, Maria Vakalopoulou, Enzo Battistella, Stergios Christodoulidis, Trieu-Nghi Hoang-Thi, Severine Dangeard, Eric Deutsch, Fabrice André, Enora Guillo, Nara Halm, Stefany El Hajj, Florian Bompard, Sophie Neveu, Chahinez Hani, Ines Saab, Alienor Campredon, Hasmik Koulakian, Souhail Bennani, Nikos Paragios
2020 J jnl
AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia.
CoRR
Guillaume Chassagnon, Maria Vakalopoulou, Enzo Battistella, Stergios Christodoulidis, Trieu-Nghi Hoang-Thi, Severine Dangeard, Eric Deutsch, Fabrice André, Enora Guillo, Nara Halm, Stefany El Hajj, Florian Bompard, Sophie Neveu, Chahinez Hani, Ines Saab, Alienor Campredon, Hasmik Koulakian, Souhail Bennani, Gael Freche, Aurelien Lombard, Laure Fournier, Hippolyte Monnier, Teodor Grand, Jules Gregory, Antoine Khalil, Elyas Mahdjoub, Pierre-Yves Brillet, Stephane Tran Ba, Valérie Bousson, Marie-Pierre Revel, Nikos Paragios
2020 J jnl
Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention.
CoRR
Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice André, Nikos Paragios, Maria Vakalopoulou
2020 — conf
Self-supervised Nuclei Segmentation in Histopathological Images Using Attention.
MICCAI (5)
Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice André, Nikos Paragios, Maria Vakalopoulou
2016 J jnl
rCGH: a comprehensive array-based genomic profile platform for precision medicine.
Bioinform.
Frederic Commo, Justin Guinney, Charles Ferté, Brian M. Bot, Celine Lefebvre, Jean-Charles Soria, Fabrice André
2008 J jnl
Prediction of the outcome of preoperative chemotherapy in breast cancer using DNA probes that provide information on both complete and incomplete responses.
BMC Bioinform.
René Natowicz, Roberto Incitti, Euler Guimarães Horta, Benoît Charles, Philippe Guinot, Kai Yan, Charles Coutant, Fabrice André, Lajos Pusztai, Roman Rouzier