Building a reference multimedia database for interstitial lung diseases

被引:170
作者
Depeursinge, Adrien [1 ,2 ,3 ]
Vargas, Alejandro [2 ,3 ]
Platon, Alexandra [2 ,4 ]
Geissbuhler, Antoine [2 ,3 ]
Poletti, Pierre-Alexandre [2 ,4 ]
Mueller, Henning [1 ,2 ,3 ]
机构
[1] Univ Appl Sci Western Switzerland HES SO, CH-3960 Sierre, Switzerland
[2] Univ Geneva, CH-1211 Geneva 14, Switzerland
[3] Univ Hosp Geneva, Serv Med Informat, CH-1211 Geneva 14, Switzerland
[4] Univ Hosp Geneva, Serv Emergency Radiol, CH-1211 Geneva 14, Switzerland
基金
瑞士国家科学基金会;
关键词
Interstitial lung diseases; Multimedia database; High-resolution computed tomography; Computer-aided diagnosis; Content-based image retrieval; Case-based retrieval; COMPUTER-AIDED DIAGNOSIS; HIGH-RESOLUTION CT; IMAGE-DATABASE; CONSORTIUM LIDC; RETRIEVAL; CANCER; SYSTEM;
D O I
10.1016/j.compmedimag.2011.07.003
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
This paper describes the methodology used to create a multimedia collection of cases with interstitial lung diseases (ILDs) at the University Hospitals of Geneva. The dataset contains high-resolution computed tomography (HRCT) image series with three-dimensional annotated regions of pathological lung tissue along with clinical parameters from patients with pathologically proven diagnoses of ILDs. The motivations for this work is to palliate the lack of publicly available collections of ILD cases to serve as a basis for the development and evaluation of image-based computerized diagnostic aid. After 38 months of data collection, the library contains 128 patients affected with one of the 13 histological diagnoses of ILDs, 108 image series with more than 411 of annotated lung tissue patterns as well as a comprehensive set of 99 clinical parameters related to ILDs. The database is available for research on request and after signature of a license agreement. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:227 / 238
页数:12
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