Clinical Feasibility of Deep Learning -Based CT during Treatment CBCT Tumor Registration -Segmentation in Thoracic Radiotherapy (RT)

C. Choi, N. P. Mankuzhy, J. Jiang, S. Elguindi,M. Thor,A. Rimner, H. Veeraraghavan

International journal of radiation oncology, biology, physics（2023）

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摘要

The agreement with the generated DL GTV and the edited GTV was high in week 1 and decreased somewhat later during the treatment course possibly due to a higher impact of geometric changes in tumor and adjacent structures. The proposed DL algorithm showed reasonable performance throughout the treatment, supporting its potential for use into clinical routine for LA-NSCLC.

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关键词

thoracic radiotherapy,ct,learning-based,registration-segmentation

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