Noninvasive Assessment of hiPSC Differentiation toward Cardiomyocytes Using Pretrained Convolutional Neural Networks and the Channel Pruning Algorithm
Author:
Affiliation:
1. School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, Guangzhou 510006, China
2. School of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou 510006, China
Funder
Science and Technology Planning Project of Guangdong Province
Basic and Applied Basic Research Foundation of Guangdong Province
Guangzhou Municipal Science and Technology Project
National Natural Science Foundation of China
Publisher
American Chemical Society (ACS)
Link
https://pubs.acs.org/doi/pdf/10.1021/acsbiomaterials.3c01938
Reference50 articles.
1. Angiopoietin-1 enhanced myocyte mitosis, engraftment, and the reparability of hiPSC-CMs for treatment of myocardial infarction
2. Transient secretion of VEGF protein from transplanted hiPSC-CMs enhances engraftment and improves rat heart function post MI
3. Nano-textured polydimethylsiloxane cantilever with embedded silver nanowire networks for drug screening applications
4. Patient-specific iPSC-derived cardiomyocytes reveal variable phenotypic severity of Brugada syndrome
5. Towards precision medicine in heart failure
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