Ritvik Vasan

A multimodal perturbation atlas defines the phenotypic resolution of cellular morphology.

The paper presents a multimodal perturbation atlas using CRISPR knockouts in A549 cells, combining microscopy, phase imaging, and scRNA-seq to assess phenotypic resolution.

Interpretable representation learning for 3D multi-piece intracellular structures using point clouds

This paper introduces a morphology-appropriate representation learning framework for 3D multi-piece intracellular structures, showing improved sub-cluster discovery and phenotypic profiling.

Colony context and size-dependent compensation mechanisms give rise to variations in nuclear growth trajectories

The paper analyzes nuclear growth variations in hiPS cell colonies, finding context-dependent and inherited mechanisms shaping growth trajectories.