Vikram Sunkara

The paper uses probabilistic modeling on a parabiosis dataset to analyze lymphocyte migration kinetics and dwell times across tissues, revealing cell type- and tissue-specific residency patterns.

The paper introduces Chimeric U-Net, an invertible decoder U-Net architecture that enhances explainability in semantic segmentation without compromising performance.

The paper develops a stochastic model of GPCR function in inflamed environments and validates it with experimental data, showing that low pH has a greater impact on GPCR behavior than radicals.

This paper shows that inferring gene regulatory networks from scRNA-seq data requires considering higher-order statistical moments and highlights challenges in preprocessing and feature extraction.

This study combines bulk and single-cell RNA-seq to identify chondrocyte gene expression in murine knee joints, finding 75 overlapping genes related to cartilage homeostasis and osteoarthritis.