Gabriele Campanella

Researcher, AI and Human Health, Icahn School of Medicine at Mount Sinai

Joined

January 2024

Names

Gabriele Campanella (Preferred)

Emails

****@mssm.edu (Confirmed)

Personal Links

Career & Education History

Researcher

AI and Human Health, Icahn School of Medicine at Mount Sinai (mssm.edu)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology
Cédric Vincent-Cuaz, Boqi Chen, Lydia A. Schoenpflug, Manuel Madeira, Lisa Fournier, Vaishnavi Subramanian, Sonali Andani, Julia E Vogt, Raphaëlle Luisier, Dorina Thanou, Pascal Frossard, Gabriele Campanella, Gunnar Ratsch
- MICCAI 2025
- Readers: Everyone
DEMO: A Scalable Artificial Intelligence Framework for Rapid EGFR Mutation Screening in Lung Cancer
Neeraj Kumar, Swaraj Nanda, Siddharth Singi, Gabriele Campanella, Thomas Fuchs, Chad Vanderbilt
- GenAI4Health Poster
- Readers: Everyone
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective
Shengjia Chen, Gabriele Campanella, Abdulkadir Elmas, Aryeh Stock, Jennifer Zeng, Alexandros D. Polydorides, Adam J. Schoenfeld, Kuan-lin Huang, Jane Houldsworth, Chad Vanderbilt, Thomas J. Fuchs
- COMPAYL 2024
- Readers: Everyone
Computational Pathology at Health System Scale – Self-Supervised Foundation Models from Billions of Images
Gabriele Campanella, Chad Vanderbilt, Thomas Fuchs
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone

Co-Authors