Advancing Multimodal Clinical SI Through Federated Fine-Tuning of Foundation Models
When: Nov. 4th, 2026 11:00 am - 12:00 pm
To Know
Where:
Online
Organizer:
CBIIT
Presented By:
Ghulam Rasool PhD (Moffitt Cancer Center)
About this Class
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Learn about the Federated Learning-based AI in Multi-Modal Exploration (FLAIMME) consortium—a collaboration between NCI and NCI-designated cancer centers seeking to advance multimodal clinical oncology.
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Dr. Ghulam Rasool from the Moffitt Cancer Center will present:
- how consortium participants are exploring the application of foundational models for clinical applications all while retaining patient-level data.
- an initial use case for adapting models to pathology reports and extracting structured cancer variables relevant to downstream clinical applications.
- the federated architecture.
- practical challenges with multi-institutional training.
- preliminary observations from ongoing experiments and lessons informing continued work.
Whether you’re interested in the power of privacy-preserving foundational models or the collaborative nature of federated learning networks, register to learn more!