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C. Saillard

2 papers hereh-index 101.3k citations24 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

most citedSelf supervised learning improves dMMR/MSI detection from histology slides across multiple cancers

7 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

eess.IV2021★ 7 cited

Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers

Charlie Saillard, Olivier Dehaene, Tanguy Marchand +4

Microsatellite instability (MSI) is a tumor phenotype whose diagnosis largely impacts patient care in colorectal cancers (CRC), and is associated with response to immunotherapy in…

cs.LG2020★ 2 cited

Federated Survival Analysis with Discrete-Time Cox Models

Mathieu Andreux, Andre Manoel, Romuald Menuet +2

Building machine learning models from decentralized datasets located in different centers with federated learning (FL) is a promising approach to circumvent local data scarcity whi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.