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

Autor: Macdonald JA; 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., Zhu Z; 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., Konkel B; 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., Mazurowski MA; 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., Wiggins WF; 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., Bashir MR; 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.
Jazyk: angličtina
Zdroj: Radiology. Artificial intelligence [Radiol Artif Intell] 2023 Jul 26; Vol. 5 (5), pp. e220275. Date of Electronic Publication: 2023 Jul 26 (Print Publication: 2023).
DOI: 10.1148/ryai.220275
Abstrakt: 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.
Competing Interests: Disclosures of conflicts of interest: J.A.M. No relevant relationships. Z.Z. No relevant relationships. B.K. No relevant relationships. M.A.M. No relevant relationships. W.F.W. Research funding to institution from The Marcus Foundation and the National Institutes of Health (grant no. R01-NS123275); consulting fees from Qure.ai to author; honorarium paid to author from University of Wisconsin–GE CT Protocols Partnership Medical Advisory Board. M.R.B. Grants or contracts from Siemens Healthineers, Madrigal Pharmaceuticals, NGM Biopharmaceuticals, Metacrine, Corcept, and Carmot Therapeutics (author was primary investigator on research grants to institution); associate editor for Radiology.
(© 2023 by the Radiological Society of North America, Inc.)
Databáze: MEDLINE