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Transferable and Interpretable Treatment Effectiveness Prediction for Ovarian Cancer via Multimodal Deep Learning

Background Ovarian cancer causes approximately 14,000 deaths annually in the U.S., with many patients receiving standard chemotherapy regimens that prove ineffective. Deep learning offers promise in predicting treatment response by uncovering patient-specific disease factors. However, challenges such as limited model transparency and reliance on large...

Published: 4/23/2026 Inventor(s): Yan Liu, Joseph Carlson, Emily Nguyen
Category(s): Life Sciences