Emma Sarfati

According to our database, Emma Sarfati authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Exploiting Heterogeneous Labels in Deep Learning for Medical Image Analysis: Application to the Automated Diagnosis of Liver Diseases. (Exploitation d'étiquettes hétérogènes en Apprentissage profond pour l'analyse d'images médicales: applications au diagnostic automatisé de maladies hépatiques).

Emma Sarfati

PhD thesis, 2025

Guiding the Classification of Hepatocellular Carcinoma on 3D CT-Scans Using Deep and Handcrafted Radiological Features.

Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, C. Aubé, M. Ronot, Pietro Gori, Isabelle Bloch

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2023

Weakly-Supervised Positional Contrastive Learning: Application to Cirrhosis Classification.

Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Learning to Diagnose Cirrhosis from Radiological and Histological Labels with Joint Self and Weakly-Supervised Pretraining Strategies.

Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023