Scaling biological discovery at the interface of deep learning and cellular imaging

Morgan Schwartz, Uriah Israel, Xuefei (Julie) Wang,Emily Laubscher,Changhua Yu,Rohit Dilip,Qilin Li, Joud Mari, Johnathon Soro, Kevin Yu, Elora Pradhan, Ada Ates, Danielle Gallandt, Ross Barnowski,Edward Pao,David Van Valen

Nature methods（2023）

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摘要

Concurrent advances in imaging technologies and deep learning have transformed the nature and scale of data that can now be collected with imaging. Here we discuss the progress that has been made and outline potential research directions at the intersection of deep learning and imaging-based measurements of living systems.

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关键词

Image processing,Imaging,Life Sciences,general,Biological Techniques,Biological Microscopy,Biomedical Engineering/Biotechnology,Bioinformatics,Proteomics

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