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Repeatability of Radiomic Features in T2-Weighted Prostate MRI: Impact of Pre-processing Configurations
Dyah Ekashanti Octorina Dewi1, Mohammed R. S. Sunoqrot1, Gabriel Addio Nketiah1, Elise Sandsmark2, Sverre Langørgen2, Helena Bertilsson3,4, Mattijs Elschot1,2, and Tone Frost Bathen1,2
1Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway, 2Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway, 3Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway, 4Department of Urology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
Repeatability of T2W-MRI radiomic features is important to develop consistent imaging biomarkers and evaluate prostate cancer. This study visualizes that repeatability of radiomic features varies based on anatomical zones and lesions, pre-processing, and feature itself.
Heatmaps of ICCs in (a) WP and (b) L datasets with selected good features (ICC ≥ 0.75) explain the patterns of repeatability in different prostate regions and lesions relative to pre-processing configurations and radiomic features.
The highest repeatability results on each prostate regions and lesions based on radiomic feature groups based on the and pre-processing configurations.