Bob Zhang

The paper evaluates whether label-free morphology can replace targeted cellular measurements by analyzing paired phase-reporter data across gene knockouts and screens.

MVCBench evaluates drug molecular and gene representation methods for predicting drug-induced multimodal cell phenotypes using transcriptomic and imaging data.

The paper introduces Multi-Branch-CNN, a parallel CNN method for classifying ion channel interacting peptides, showing improved performance on novel sequences compared to traditional ML algorithms and other CNN variants.