A deep-learning-enhanced SarcGraph detects sarcomeres in immature and mature hiPSC-CMs and uses per-sarcomere features to predict expert organization scores and cluster cells without labels.
Measurement and analysis of sarcomere length in rat cardiomyocytes in situ and in vitro.American Journal of Physiology-Heart and Circulatory Physiology, 298(5):H1616–H1625, 2010
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Quantifying HiPSC-CM Structural Organization at Scale with Deep Learning-Enhanced SarcGraph
A deep-learning-enhanced SarcGraph detects sarcomeres in immature and mature hiPSC-CMs and uses per-sarcomere features to predict expert organization scores and cluster cells without labels.