TL
Tristan Lazard
bioinformaticscancer biologyDeep Learningq-bio.QMself-supervised learningbiasbreast cancerBreast Neoplasmscomputational pathologycs.AI
On Valency
published · living versionsW_e3f7vbsb·v1 · currentpublished
Attribution-based diagnostics for single-cell foundation models
with Farnoush Rezaei Jafari, Kenza Bouzid, Shruthi Bannur, Jeremiah Wander +4
1 version
Preprints & journals
10 papers in the corpus · 2022–2026Sparse concept attribution for histomorphological hypothesis generation from whole-slide classifiers2609.02985v1 · Tristan Lazard, Kenza Bouzid, Julius Hense et al.2026 · 0 citationsarXiv
Deep learning analysis of breast cancer histology predicts ATM pathogenic variant carrier status.42298170 · Viart, Nicolas M, Thibault, Lucie, Lazard, Tristan et al.2026 · 0 citationsNPJ digital medicine. 2026;9(1)
NOVA: An Agentic Framework for Automated Histopathology Analysis and Discovery2511.11324v1 · Anurag J. Vaidya, Felix Meissen, Daniel C. Castro et al.2025 · 0 citationsarXiv
Self-supervised learning to predict intrahepatic cholangiocarcinoma transcriptomic classes on routine histology.41541502 · Beaufrère, Aurélie, Lazard, Tristan, Nicolle, Rémy et al.2026 · 1 citationJHEP reports : innovation in hepatology. 2026;8(2):101675
Democratizing computational pathology: optimized Whole Slide Image representations for The Cancer Genome Atlas10.1101/2023.12.04.569894v1 · Lazard, T., Lerousseau, m., Gardrat, S. et al.2023 · 1 citationbioRxiv
[Prediction of homologous recombination status with deep learning on breast cancer whole slide images].38108720 · Lazard, Tristan, Bataillon, Guillaume, Walter, Thomas et al.2023 · 0 citationsMedecine sciences : M/S. 2023;39(12):926-928
Deep learning identifies morphological patterns of homologous recombination deficiency in luminal breast cancers from whole slide images.36516847 · Lazard, Tristan, Bataillon, Guillaume, Naylor, Peter et al.2022 · 83 citationsCell reports. Medicine. 2022;3(12):100872
Giga-SSL: Self-Supervised Learning for Gigapixel Images2212.03273v1 · Tristan Lazard, Marvin Lerousseau, Etienne Decenciere et al.2022 · 30 citationsarXiv
Neural network for the prediction of treatment response in triple negative breast cancer10.1101/2022.01.31.478433v1 · Naylor, P., Lazard, T., Bataillon, G. et al.2022 · 3 citationsbioRxiv
Automatic grading of cervical biopsies by combining full and self-supervision10.1101/2022.01.14.476330v3 · Lubrano, M., Lazard, T., Balezo, G. et al.2022 · 6 citationsbioRxiv
Career total: 17 works. 10 are in this corpus.
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