CT radiomic features for canine primary lung tumors
2021-07-20
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2007-01-01
2018-11-30
2018-11-30
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2019-10-01
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CT radiomic features for canine primary lung tumors
Published Date
2021-07-20
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Lawrence, Jessica
jlawrenc@umn.edu
jlawrenc@umn.edu
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Dataset
Abstract
Quantitative analysis of computed tomography (CT) radiomic features is an indirect measure of tumor heterogeneity, which has been associated with prognosis in human lung carcinoma. Canine lung tumors share similar features to human lung tumors and may serve as a model in which to investigate the utility of radiomic features in differentiating tumor type and prognostication. The purpose of this study was to correlate first-order radiomic features from canine primary lung tumors to histopathologic characteristics and outcome. Sixty-seven tumors from 65 dogs were evaluated in this study.
Description
Datasets used for statistical analyses from the 65 dogs included in the study are available for review. Data include clinical data, CT review, histopathologic review, and first order radiomic features extracted from postcontrast thoracic CT images.
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University of Minnesota CVM Resident and Graduate Student Research Grants
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Wolf-Ringwall, Amber; Rendahl, Aaron; Seelig, Davis; Ober, Chris; Able, Hannah; Wilke, Chris; Lawrence, Jessica. (2021). CT radiomic features for canine primary lung tumors. Retrieved from the Data Repository for the University of Minnesota (DRUM), https://doi.org/10.13020/mkez-rd57.
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Canine lung CT data_PLoS One2021.csv
Canine lung CT data
(4.65 KB)
Canine Lung histopathology data_PLoS One2021.csv
Canine lung tumor histopathology data
(10.2 KB)
Canine lung tumor_Clinical data_PLoS One 2021.csv
Canine lung tumor clinical data
(17.2 KB)
Canine lung tumor_first order radiomic features_PLoS One2021.csv
Canine lung tumor radiomic statistics
(14.93 KB)
Readme_Lawrence_DRUM.txt
Readme File
(4.47 KB)
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