reviewTop 1% cited
ilastik: interactive machine learning for (bio)image analysis
Nature Methods · 2019 · Vol. 16(12) · pp. 1226–1232
Stuart Berg✉(Janelia Research Campus)Dominik Kutra(Heidelberg University)Thorben Kroeger(Heidelberg University)Christoph Straehle(Heidelberg University)Bernhard X. Kausler(Heidelberg University)Carsten Haubold(Heidelberg University)Martin Schiegg(Heidelberg University)Janez Aleš(Heidelberg University)Thorsten Beier(Heidelberg University)Markus Rudy(Heidelberg University)Kemal Eren(Heidelberg University)Jaime I Cervantes(Heidelberg University)Buote Xu(Heidelberg University)Fynn Beuttenmueller(Heidelberg University)Adrian Wolny(Heidelberg University)Chong Zhang(Heidelberg University)Ullrich Koethe(Heidelberg University)Fred A. Hamprecht(Heidelberg University)Anna Kreshuk(European Molecular Biology Laboratory)
Cell Image Analysis TechniquesSingle-cell and spatial transcriptomicsAI in cancer detectionComputer scienceWorkflowArtificial intelligenceSegmentationMachine learningClassifier (UML)Image segmentationComputer visionPattern recognition (psychology)Database
MeSH terms
Machine LearningCollagenEndoplasmic ReticulumHumansImage Processing, Computer-AssistedCell ProliferationAryl Hydrocarbon Receptor Nuclear Translocator
Funding
- European Commission
- Deutsche Forschungsgemeinschaft
Citations
3,493
FWCI
321.65
field-weighted impact
References
47
Percentile
100%
vs. same field & year
Citations per year
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References
CellProfiler: image analysis software for identifying and quantifying cell phenotypes
Genome biology · 2006 · 5,409 citations
Machine Learning and Its Applications to Biology
PLoS Computational Biology · 2007 · 657 citations
Fiji: an open-source platform for biological-image analysis
Nature Methods · 2012 · 68,853 citations
Random Forests
Machine Learning · 2001 · 121,242 citations
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