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

doi:10.1148/ryai.220275

Duke Liver Dataset: A Publicly Available Liver MRI Dataset with Liver Segmentation Masks and Series Labels

Radiol Artif Intell. 2023 Jul 26;5(5):e220275. doi: 10.1148/ryai.220275. eCollection 2023 Sep.

Authors

Jacob A Macdonald¹, Zhe Zhu¹, Brandon Konkel¹, Maciej A Mazurowski¹, Walter F Wiggins¹, Mustafa R Bashir¹

Affiliation

¹ From the Department of Radiology (J.A.M., Z.Z., B.K., M.A.M., W.F.W., M.R.B.), Department of Electrical and Computer Engineering (M.A.M.), Department of Computer Science (M.A.M.), Center for Advanced Magnetic Resonance Development (M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University, 2301 Erwin Rd, Durham, NC 27710.

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.

Keywords: Abdomen/GI; Feature Detection; Liver; MR Imaging; Segmentation.

Grants and funding

R01 NS123275/NS/NINDS NIH HHS/United States