Cell-Cycle-Specific Autoencoding Improves Cluster Analysis of Cycling Cardiomyocytes.

Thanh NguyenYuji NakadaYalin WuJianli ZhaoDaniel J GarryHesham SadekJianyi Jay Zhang

Published in: Stem cells (Dayton, Ohio) (2024)

The CSA algorithm improved the precision of our assessments of cell cycle activity in cardiomyocyte subpopulations and enabled us to identify a trajectory across 3 clusters that appeared to track the onset and progression of cell cycle activity in cardiomyocytes from fetal pigs.

Keyphrases

cell cycle
cell proliferation
high glucose
machine learning
deep learning
angiotensin ii