Duke Liver Dataset: A Publicly Available Liver MRI Dataset with Liver Segmentation Masks and Series Labels
Jacob A. Macdonald, Zhe Zhu, Brandon Konkel, Maciej A. Mazurowski, Walter F. Wiggins, Mustafa R. Bashir
Abstract
The Duke Liver Dataset contains 2146 abdominal MRI series from 105 patients, including a majority with cirrhotic features, and 310 image series with corresponding manually segmented liver masks.
Topics & Concepts
MedicineSeries (stratigraphy)SegmentationRadiologyArtificial intelligencePattern recognition (psychology)Computer sciencePaleontologyBiologyAdvanced Neural Network ApplicationsRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosis