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Author

Jonathan S. Fainberg

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Jul 2026

TrajSurv-mPC: Learning From Prostate-Specific Antigen Trajectories for Interpretable and Generalizable Survival Prediction in Metastatic Prostate Cancer.

PURPOSE Conventional prognostic models for metastatic prostate cancer (mPC) typically rely on summary features like prostate-specific antigen (PSA) doubling time, often obscuring informative longitudinal dynamics. We developed TrajSurv-mPC, a flexible deep learning framework that analyzes full premetastasis patient tra...

Si-Hang Zeng, Lukas Owens, Lucas J. Liu et al. · 0 citations

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