scRNA-seq

scNODE: Generative Model for Temporal Single Cell Transcriptomic Data Prediction
Measurement of single-cell gene expression at different timepoints enables the study of cell development. However, due to the resource …
Jiaqi Zhang, Erica Larschan, Jeremy Bigness, Ritambhara Singh
DOI
Evaluating the Complexity of Gene Co-expression Estimation for Single-cell Data
With the rapid advance of single-cell RNA sequencing (scRNA-seq) technology, understanding biological processes at a more refined …
Jiaqi Zhang, Ritambhara Singh
DOI
Dropout-Aware Weighted NMF on scRNA-seq Data
The final project for CS2952Q Robust Algorithms for Machine Learning.
Dropout-Aware Weighted NMF on scRNA-seq Data