Chinese | English

Search in the results

CASIA OpenIR

Browse/Search Results:  1-5 of 5 Help

Selected(0)Clear Items/Page:    Sort:
基于调强放疗大数据的患者剂量验证方法建模研究 学位论文
工学博士, 中国科学院自动化所: 中国科学院大学, 2021
Authors:  王乐
Adobe PDF(5726Kb)  |  Favorite  |  View/Download：124/2  |  Submit date：2022/03/07
肿瘤放射治疗，机器学习，深度学习，预测分类，基于患者的剂量验证， 容积旋转调强治疗  
Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patient-specific QA in a multi-institution scenario 期刊论文
RADIOTHERAPY AND ONCOLOGY, 2021, 卷号: 161, 期号: 10.1016/j.radonc.2021.06.024, 页码: 230-240
Authors:  Yang, Ruijie;  Yang, Xueying;  Wang, Le;  Li, Dingjie;  Guo, Yuexin;  Li, Ying;  Guan, Yumin;  Wu, Xiangyang;  Xu, Shouping;  Zhang, Shuming;  Chan, Maria F.;  Geng, Lisheng;  Sui, Jing
Adobe PDF(2840Kb)  |  Favorite  |  View/Download：167/16  |  Submit date：2021/11/02
Machine learning  VMAT patient-specific QA  Multi-institution validation  Commissioning  Clinical implementation  
Multi-task autoencoder based classification-regression model for patient-specific VMAT QA 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2020, 卷号: 65, 期号: 23, 页码: 12
Authors:  Wang, Le;  Li, Jiaqi;  Zhang, Shuming;  Zhang, Xile;  Zhang, Qilin;  Chan, Maria F.;  Yang, Ruijie;  Sui, Jing
Adobe PDF(926Kb)  |  Favorite  |  View/Download：230/39  |  Submit date：2021/01/06
VMAT QA  patient-specific QA  deep learning  radiotherapy  
Machine Learning for Patient-Specific Quality Assurance of VMAT: Prediction and Classification Accuracy 期刊论文
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2019, 卷号: 105, 期号: 4, 页码: 893-902
Authors:  Li, Jiaqi;  Wang, Le;  Zhang, Xile;  Liu, Lu;  Li, Jun;  Chan, Maria F.;  Sui, Jing;  Yang, Ruijie
Adobe PDF(1690Kb)  |  Favorite  |  View/Download：205/19  |  Submit date：2019/09/30
VMAT  Machine Learning  Patient-Specific Quality Assurance  
Impact of Delivery Characteristics On Dose Delivery Accuracy of Volumetric Modulated Arc Therapy for Different Treatment Sites 期刊论文
MEDICAL PHYSICS, 2019, 卷号: 46, 期号: 6, 页码: E484-E484
Authors:  Li, J.;  Zhang, X.;  Li, J.;  Jiang, R.;  Sui, J.;  Chan, M.;  Yang, R.
Adobe PDF(612Kb)  |  Favorite  |  View/Download：173/15  |  Submit date：2019/09/30
complexity metrics  volumetric modulated arc therapy  quality assurance  gamma passing rate