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Medical-image Analysis and Statistical Interpretation Lab

‘clinical archive’

Multi-organ segmentation of research cohorts compared to clinical imaging archives. Scans in research cohorts are well- controlled and have been shown to allow for effective segmentation, whereas clinical scans display wide variability. Clinical scans display tumors, liver disease, interventions, etc., which make automatic multi-organ segmentation challenging

Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives

Feb. 12, 2020—Olivia Tang, Yuchen Xu, Yucheng Tang, Ho Hin Lee, Yunqiang Chen, Dashan Gao, Shizhong Han, Riqiang Gao, Michael R. Savona, Richard G. Abramson, Yuankai Huo, Bennett A. Landman, “Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives”, SPIE IP:MI 2020. Houston, TX. https://arxiv.org/abs/2002.04102 Abstract Segmentation of abdominal computed tomography (CT) provides spatial context, morphological...

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