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Emma Sarfati's picture

Emma Sarfati

esarf
·
  • emmasarfati_
  • esarf

AI & ML interests

Deep learning, self-supervised (contrastive) learning, computer vision, medical imaging, contextual bandits, tabular deep learning

Recent Activity

authored a paper 25 days ago
Guiding the classification of hepatocellular carcinoma on 3D CT-scans using deep and handcrafted radiological features
authored a paper 25 days ago
Weakly-supervised positional contrastive learning: application to cirrhosis classification
authored a paper 25 days ago
Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies
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CRITEO's profile picture

authored 3 papers 25 days ago

Guiding the classification of hepatocellular carcinoma on 3D CT-scans using deep and handcrafted radiological features

Paper • 2501.08097 • Published Jan 14

Weakly-supervised positional contrastive learning: application to cirrhosis classification

Paper • 2307.04617 • Published Jul 10, 2023

Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies

Paper • 2302.08427 • Published Feb 16, 2023
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