Litcius/Paper detail

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Fabian Isensee, Paul F. Jaeger, Simon A. A. Kohl, Jens Petersen, Klaus H. Maier-Hein

2020Nature Methods8,584 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceSegmentationArtificial intelligenceRendering (computer graphics)Image segmentationKey (lock)Deep learningField (mathematics)Segmentation-based object categorizationScale-space segmentationComponent (thermodynamics)Set (abstract data type)Process (computing)InterdependenceComputer visionData miningMedical imagingMachine learningImage processingImage (mathematics)Pattern recognition (psychology)Data setImage synthesisAdvanced Neural Network ApplicationsCell Image Analysis TechniquesMedical Imaging and Analysis