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

Published in: Radiology. Artificial intelligence (2023)

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.

Keyphrases

magnetic resonance imaging
end stage renal disease
deep learning
chronic kidney disease
ejection fraction
computed tomography
magnetic resonance
diffusion weighted imaging
convolutional neural network
patient reported outcomes