articleTop 1% cited
Cellpose: a generalist algorithm for cellular segmentation
Nature Methods · 2020 · Vol. 18(1) · pp. 100–106
Carsen Stringer✉(Janelia Research Campus)Tim Wang(Janelia Research Campus)Michalis Michaelos(Janelia Research Campus)Marius Pachitariu(Janelia Research Campus)
Cell Image Analysis TechniquesImage Processing Techniques and ApplicationsSingle-cell and spatial transcriptomicsRetrainingGeneralist and specialist speciesComputer scienceSegmentationArtificial intelligenceDeep learningMarket segmentationRange (aeronautics)Machine learningImage (mathematics)
MeSH terms
Deep LearningAlgorithmsAnimalsCell NucleusFemaleHumansImage Processing, Computer-AssistedMaleMice, Inbred C57BLNeuronsSoftwareNeural Networks, ComputerMice
Funding
- Howard Hughes Medical Institute
Citations
4,059
FWCI
306.46
field-weighted impact
References
69
Percentile
100%
vs. same field & year
Citations per year
Cited by
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References
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Contour Detection and Hierarchical Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 5,476 citations
Fiji: an open-source platform for biological-image analysis
Nature Methods · 2012 · 68,853 citations
A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology
IEEE Transactions on Medical Imaging · 2017 · 1,100 citations
CellProfiler 3.0: Next-generation image processing for biology
PLoS Biology · 2018 · 2,102 citations
OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 4,831 citations
ilastik: interactive machine learning for (bio)image analysis
Nature Methods · 2019 · 3,493 citations
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