Deep Learning of the Retina Enables Phenome- and Genome-Wide Analyses of the Microvasculature

BACKGROUND: The microvasculature, the smallest blood vessels in the body, has key roles in maintenance of organ health and tumorigenesis. The retinal fundus is a window for human in vivo noninvasive assessment of the microvasculature. Large-scale complementary machine learning-based assessment of th...

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Detalles Bibliográficos
Autores principales: Zekavat, Seyedeh Maryam, Raghu, Vineet K., Trinder, Mark, Ye, Yixuan, Koyama, Satoshi, Honigberg, Michael C., Yu, Zhi, Pampana, Akhil, Urbut, Sarah, Haidermota, Sara, O’Regan, Declan P., Zhao, Hongyu, Ellinor, Patrick T., Segrè, Ayellet V., Elze, Tobias, Wiggs, Janey L., Martone, James, Adelman, Ron A., Zebardast, Nazlee, Del Priore, Lucian, Wang, Jay C., Natarajan, Pradeep
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Original Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8746912/
https://www.ncbi.nlm.nih.gov/pubmed/34743558
http://dx.doi.org/10.1161/CIRCULATIONAHA.121.057709

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