Valentyna Zinchenko

The paper benchmarks encoding methods for chemical, genetic, and cell line perturbations to predict cancer cell viability and gene dependency.

MoBIE is a Fiji plugin that enables visualization, sharing, and management of large, multi-modal image data across platforms.

The paper introduces an unsupervised method to extract morphological features from 3D EM data, enabling cell type and tissue organization analysis in a segmented worm.

The paper shows that mechanical competition influences cell behavior during Drosophila gastrulation, with stretching cells exhibiting non-linear mechanical properties despite sharing the same genetic program as constricting neighbors.