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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Vydané v:Nature methods Ročník 20; číslo 7; s. 958 - 961
Hlavní autori: Li, Xinyang, Zhang, Yuanlong, Wu, Jiamin, Dai, Qionghai
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: New York Nature Publishing Group US 01.07.2023
Nature Publishing Group
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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
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Shrnutí: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.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:1548-7091
1548-7105
DOI:10.1038/s41592-023-01900-4