1. Comparison of atlas-based auto-segmentation accuracy for radiotherapy in prostate cancer
- Author
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Yutaro Koide, Kojiro Suzuki, Kazushi Yokoi, Takeshi Kodaira, Takahiro Aoyama, Hiroyuki Tachibana, Tomoki Kitagawa, and Hidetoshi Shimizu
- Subjects
Physics::Instrumentation and Detectors ,Atlas-based auto-segmentation ,medicine.medical_treatment ,Physics::Medical Physics ,R895-920 ,Rectum ,Radiation oncology ,TPS, treatment planning system ,Medical physics. Medical radiology. Nuclear medicine ,Prostate cancer ,DSC, Dice similarity coefficient ,Atlas (anatomy) ,Prostate ,Interobserver variation ,Technical Note ,medicine ,Radiology, Nuclear Medicine and imaging ,In patient ,RC254-282 ,Contouring ,Radiation ,business.industry ,Auto segmentation ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,IMRT, intensity-modulated radiation therapy ,medicine.disease ,CT, computed tomography ,Radiation therapy ,ABS, atlas-based auto-segmentation ,medicine.anatomical_structure ,Computer Science::Computer Vision and Pattern Recognition ,Nuclear medicine ,business - Abstract
Highlights • Auto-contouring accuracy and contouring time were evaluated using two procedures. • Dice coefficient was better for the multiple atlases procedure than for one atlas. • Contouring time of the multiple atlases procedure is clinically acceptable., Atlas-based auto-segmentation (ABS) procedure used in radiotherapy can be classified into two groups, one using one atlas per patient (sSM) and the other using multiple atlases (sMM). This study evaluated auto-contouring accuracy and contouring time in patients with prostate cancer using the two procedures. The Dice similarity coefficient of sMM was significantly better than that of sSM (prostate [median, 0.81 (range, 0.66–0.91) vs. 0.64 (0.27–0.71), p
- Published
- 2021
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