/cph-200b

Repository for the Computational Precision Health Cornerstone Course (CPH 200B - Winter 2025)

Primary LanguageJupyter Notebook

CPH200B Cornerstone Course Projects

This repository hosts the class projects for CPH 200B offered at UC Berkeley and UCSF in Winter 2025.

📚 Class Projects

Project 1: Survival Analysis and Prediction (30 points)

Tasks and Grading (click to expand)  
  • Task 1.1: Nonparametric Survival Analysis in Heart Failure [7 pts]
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  • Task 1.2: Survival Prediction in Heart Failure patients using the Cox Model [7 pts]
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  • Task 1.3: Deep Survival Prediction for Heart Transplantation [8 pts]
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  • Task 1.4: Handling Informative Censoring via Domain Adaptation [8 pts]