Article

Automated evaluation of cardiac contractile dynamics and aging prediction using machine learning in a Drosophila model

2023-03-21

Abstract excerpt

<title>Abstract</title> The Drosophila model has proven tremendously powerful for understanding pathophysiological bases of several human disorders including aging and cardiovascular disease. Relevant high-speed imaging and high-throughput lab assays generate large volumes of high-resolution videos, necessitating next-generation methods for rapid analysis. We present a platform for deep learning-assisted segme...

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Literature Corpus work: a1145706-b6fd-5934-9541-f971cc2db731
DOI: 10.21203/rs.3.rs-2635745/v1

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