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Life Sciences → Biochemistry, Genetics and Molecular Biology → Biophysics

Cell Image Analysis Techniques

This cluster of papers covers advanced techniques and tools in bioimage analysis, microscopy, and high-content screening. It includes topics such as machine learning for cellular image analysis, automated neuronal morphology reconstruction, deep learning applications, and phenotypic profiling of cellular responses. The papers also discuss the use of advanced image processing methods and the integration of high-throughput microscopy in drug discovery.

1.2M works worldwide931.3K citations
Bioimage AnalysisHigh-Content ScreeningMicroscopyMachine LearningCellular ImagingNeuronal MorphologyAutomated AnalysisDeep LearningImage ProcessingPhenotypic Profiling

Journals publishing in this area

1
Bulletin of Miscellaneous Information (Royal Gardens Kew)
ISSN 0366-445773,105 articles in this topic
247h-index
2
SHILAP Revista de lepidopterología
ISSN 0300-526711,190 articles in this topic
219h-index
3Chemical Communications cover
Chemical Communications
ISSN 1359-73452,034 articles in this topic
399h-index
4Nature Methods cover
Nature Methods
ISSN 1548-7091920 articles in this topic
506h-index
5Lab on a Chip cover
Lab on a Chip
ISSN 1473-0189743 articles in this topic
279h-index
6Bioinformatics cover
Bioinformatics
ISSN 1367-4803722 articles in this topic
564h-index
7Soft Matter cover
Soft Matter
ISSN 1744-683X683 articles in this topic
228h-index
8Chemical Science cover
Chemical Science
ISSN 2041-6520663 articles in this topic
270h-index
9Journal of Materials Chemistry C cover
Journal of Materials Chemistry C
ISSN 2050-7526647 articles in this topic
226h-index
10BMC Bioinformatics cover
BMC Bioinformatics
ISSN 1471-2105452 articles in this topic
311h-index
11Chemical Society Reviews cover
Chemical Society Reviews
ISSN 0306-0012415 articles in this topic
745h-index
12PLoS Computational Biology cover
PLoS Computational Biology
ISSN 1553-734X371 articles in this topic
283h-index
13Proceedings of the IEEE cover
Proceedings of the IEEE
ISSN 0018-9219326 articles in this topic
466h-index
14Energy & Environmental Science cover
Energy & Environmental Science
ISSN 1754-5692322 articles in this topic
511h-index
15IEEE Transactions on Medical Imaging cover
IEEE Transactions on Medical Imaging
ISSN 0278-0062255 articles in this topic
321h-index
16Genome biology cover
Genome biology
ISSN 1474-7596139 articles in this topic
363h-index
17Nature Protocols cover
Nature Protocols
ISSN 1750-2799133 articles in this topic
384h-index