N. Karathanasis

Patient classification using single-cell RNA-sequencing data with deep learning convolutional neural networks

Single-cell RNA sequencing (scRNA-seq) enables gene expression profiling at the resolution of individual cells, revealing cellular heterogeneity that is obscured in bulk RNA-seq. While this offers a powerful lens to study disease-specific changes, leveraging scRNA-seq data for patient phenotype classification remai...