Usability of deep learning pipelines for 3D nuclei identification with Stardist and Cellpose
Giona Kleinberg, Sophia Wang, Ester Comellas, James R. Monaghan, Sandra J. Shefelbine
Topics & Concepts
Computer scienceSegmentationUsabilityArtificial intelligenceSoftwareIdentification (biology)Machine learningImage processingField (mathematics)Pipeline (software)Background subtractionImage segmentationPipeline transportDeep learningPattern recognition (psychology)Image (mathematics)Computer visionHuman–computer interactionPixelEngineeringMathematicsEnvironmental engineeringBiologyBotanyPure mathematicsProgramming languageCell Image Analysis TechniquesImage Processing Techniques and ApplicationsAdvanced Fluorescence Microscopy Techniques