New software for automated cilia detection in cells (ACDC)
Lauring MC, Zhu T, Luo W, Wu W, Yu F, Toomre D. New software for automated cilia detection in cells (ACDC). Cilia 2019, 8: 1. PMID: 31388414, PMCID: PMC6670212, DOI: 10.1186/s13630-019-0061-z.Peer-Reviewed Original ResearchManual analysisNew softwareData setsHighest F1 scoreTraditional manual analysisSoftware applicationsF1 scoreDetection accuracyUser biasRepresentative imagesInput dataSoftwareIntensity standard deviationEntire data setMain stepsParameter combinationsFalse positivesExperimental data setsKey metricsImagesSpeed enhancementAccuracyFalse negative rateMicroscopic imagesImage magnification