K. Tian

Cell context-specific Synthetic lethality Prediction and Mechanism Analysis

This paper introduces SLWise, a deep-learning model for predicting synthetic lethal interactions in specific cellular contexts, and SLAD-CE for analyzing their mechanisms, showing improved accuracy over existing methods.

Automated Clear Cell Renal Carcinoma Grade Classification with Prognostic Significance

The paper develops an automated 2-tiered Fuhrman grading system for ccRCC using WSI and clinical data, showing prognostic significance in an extended test set.