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Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach

Fumin Guo, Matthew Ng, Maged Goubran, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham Wright

2020Medical Image Analysis64 citationsDOIOpen Access PDF

Topics & Concepts

SegmentationConvolutional neural networkComputer scienceArtificial intelligencePattern recognition (psychology)Deep learningKernel (algebra)Market segmentationImage segmentationScale-space segmentationMachine learningMathematicsBusinessMarketingCombinatoricsRadiomics and Machine Learning in Medical ImagingCardiac Imaging and DiagnosticsAdvanced X-ray and CT Imaging
Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach | Litcius