Publications

10 results for Ella Barkan

Agentic AI for screening ligand-target binding affinity
- - Simona Rabinovici-Cohen
  - Jeff Weber
  - et al.
- 2026
- ISMB 2026
Poster
MAMMAL - Molecular Aligned Multi-Modal Architecture and Language
- - Yoel Shoshan
  - Moshiko Raboh
  - et al.
- 2026
- NPJ Drug Discov.
Paper
Cross-modal fusion of protein language models, large language models, and 3D structural models for unified protein representations
- - Ben Shapira
  - Michal Ozery-Flato
  - et al.
- 2026
- ACS Spring 2026
Poster
AI-driven prediction of monoclonal antibody binding and activity against influenza A virus
- - Michal Ozery-Flato
  - Ella Barkan
  - et al.
- 2025
- ACS Fall 2025
Talk
BioVERSE: A Modular Framework for Integrating Biomedical Modalities with Language Models in Precision Medicine
- - Ching-Huei Tsou
  - Michal Ozery-Flato
  - et al.
- 2025
- ISMB 2025
Poster
Leveraging Comprehensive Health Records for Breast Cancer Risk Prediction: A Binational Assessment
- - Michal Chorev
  - Vesna Resende Barros
  - et al.
- 2022
- AMIA Annual Symposium 2022
Conference paper
Artificial Intelligence for Reducing Workload in Breast Cancer Screening with Digital Breast Tomosynthesis
- - Yoel Shoshan
  - Ran Bakalo
  - et al.
- 2022
- Radiology
Paper
Beyond Non-Maximum Suppression - Detecting Lesions in Digital Breast Tomosynthesis Volumes
- - Yoel Shoshan
  - Aviad Zlotnick
  - et al.
- 2021
- MICCAI 2021
Conference paper
Pre-biopsy multi-class classification of breast lesion pathology in mammograms
- - Tal Tlusty
  - Michal Ozery-Flato
  - et al.
- 2021
- MLMI 2021
Conference paper
Improving the Performance and Explainability of Mammogram Classifiers with Local Annotations
- - Lior Ness
  - Ella Barkan
  - et al.
- 2020
- MICCAI 2020
Workshop paper