Schematic showing MorphNet's VAE-GAN training pipeline and prediction of cell morphology from single-cell RNA sequencing data.

MorphNet: Predicting Cell Morphology from Gene Expression

How MorphNet connects single-cell gene expression with cellular and neuronal morphology using deep generative models.

2022 · Hojae Lee, Joshua D. Welch
Three-stage single-cell RNA sequencing workflow showing tissue dissociation and droplet isolation, barcoded cDNA library preparation, and high-throughput sequencing.

A Beginner's Guide to Single-Cell Transcriptomics

A practical map of how single-cell RNA sequencing moves from isolated cells and barcoded molecules to expression matrices and biological interpretation.

2019 · Hojae Lee, Hengshi Yu, Joshua D. Welch