Challenges and opportunities in bioimage analysis

Advanced imaging techniques provide holistic observations of complicated biological phenomena across multiple scales while posing great challenges to data analysis. We summarize recent advances and trends in bioimage analysis, discuss current challenges toward better applicability, and envisage new...

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Bibliographic Details
Published in:Nature methods Vol. 20; no. 7; pp. 958 - 961
Main Authors: Li, Xinyang, Zhang, Yuanlong, Wu, Jiamin, Dai, Qionghai
Format: Journal Article
Language:English
Published: New York Nature Publishing Group US 01.07.2023
Nature Publishing Group
Subjects:
631/553/794
631/61
Bioinformatics
Biological Microscopy
Biological Techniques
Biomedical and Life Sciences
Biomedical Engineering/Biotechnology
Business metrics
Comment
Data analysis
Datasets
Deep learning
Imaging techniques
Life Sciences
Microscopy
Physiology
Proteomics
Trends
ISSN:1548-7091, 1548-7105
Online Access:Get full text
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Summary:Advanced imaging techniques provide holistic observations of complicated biological phenomena across multiple scales while posing great challenges to data analysis. We summarize recent advances and trends in bioimage analysis, discuss current challenges toward better applicability, and envisage new possibilities.
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ISSN:1548-7091
1548-7105
DOI:10.1038/s41592-023-01900-4