A machine learning pipeline revealing heterogeneous responses to drug perturbations on vascular smooth muscle cell spheroid morphology and formation

Machine learning approaches have shown great promise in biology and medicine discovering hidden information to further understand complex biological and pathological processes. In this study, we developed a deep learning-based machine learning algorithm to meaningfully process image data and facilit...

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Detalles Bibliográficos
Autores principales: Vaidyanathan, Kalyanaraman, Wang, Chuangqi, Krajnik, Amanda, Yu, Yudong, Choi, Moses, Lin, Bolun, Jang, Junbong, Heo, Su-Jin, Kolega, John, Lee, Kwonmoo, Bae, Yongho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8640073/
https://www.ncbi.nlm.nih.gov/pubmed/34857846
http://dx.doi.org/10.1038/s41598-021-02683-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8640073/
https://www.ncbi.nlm.nih.gov/pubmed/34857846
http://dx.doi.org/10.1038/s41598-021-02683-4

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