Investigating rectal toxicity associated dosimetric features with deformable accumulated rectal surface dose maps for cervical cancer radiotherapy.

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第一作者： Jiawei,Chen

第一单位： School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong, China.

作者： Jiawei,Chen ^[1] ; Haibin,Chen ^[1] ; Zichun,Zhong ^[2] ; Zhuoyu,Wang ^[3] ; Brian,Hrycushko ^[4] ; Linghong,Zhou ^[5] ; Steve,Jiang ^[4] ; Kevin,Albuquerque ^[4] ; Xuejun,Gu ^[6] ; Xin,Zhen ^[7]

作者单位： School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong, China. ^[1] Department of Computer Science, Wayne State University, Detroit, MI, 48202, USA. ^[2] Department of Epidemiology, Biostatistics and Occupational Health, McGill University, 805 Sherbrooke Street West, Montreal, Quebec, H3A 0G4, Canada. ^[3] Department of Radiation Oncology, The University of Texas, Southwestern Medical Center, Dallas, TX, 75390, USA. ^[4] School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong, China. smart@smu.edu.cn. ^[5] Department of Radiation Oncology, The University of Texas, Southwestern Medical Center, Dallas, TX, 75390, USA. Xuejun.Gu@utsouthwestern.edu. ^[6] School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong, China. xinzhen@smu.edu.cn. ^[7]

关键词 Cervical cancer Deformable registration Dose accumulation Machine learning Rectum toxicity prediction