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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
作者:  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)  |  收藏  |  浏览/下载：393/63  |  提交时间：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
作者:  Wang, Le;  Li, Jiaqi;  Zhang, Shuming;  Zhang, Xile;  Zhang, Qilin;  Chan, Maria F.;  Yang, Ruijie;  Sui, Jing
Adobe PDF(926Kb)  |  收藏  |  浏览/下载：448/93  |  提交时间：2021/01/06
VMAT QA  patient-specific QA  deep learning  radiotherapy  
Joint Learning in the Spatio-Temporal and Frequency Domains for Skeleton-Based Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 9, 页码: 2207-2220
作者:  Guyue, Hu;  Bo, Cui;  Shan, Yu
Adobe PDF(4803Kb)  |  收藏  |  浏览/下载：322/63  |  提交时间：2020/09/28
Skeleton-based Action Recognition  Frequency Attention  Synchronous Local and Non-local Learning  Soft-margin Focal Loss  Pesudo Multi-task Learning  
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
作者:  Li, Jiaqi;  Wang, Le;  Zhang, Xile;  Liu, Lu;  Li, Jun;  Chan, Maria F.;  Sui, Jing;  Yang, Ruijie
Adobe PDF(1690Kb)  |  收藏  |  浏览/下载：321/39  |  提交时间：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
作者:  Li, J.;  Zhang, X.;  Li, J.;  Jiang, R.;  Sui, J.;  Chan, M.;  Yang, R.
Adobe PDF(612Kb)  |  收藏  |  浏览/下载：302/48  |  提交时间：2019/09/30
complexity metrics  volumetric modulated arc therapy  quality assurance  gamma passing rate  
A Bayesian approach to distinguishing interdigitated tongue muscles from limited diffusion magnetic resonance imaging 期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2015, 卷号: 45, 期号: 1, 页码: 63-74
作者:  Ye, Chuyang;  Murano, Erni;  Stone, Maureen;  Prince, Jerry L.;  Chuyang Ye
浏览  |  Adobe PDF(4919Kb)  |  收藏  |  浏览/下载：294/77  |  提交时间：2016/01/18
Diffusion Magnetic Resonance Imaging  Limited Gradient Directions  Sparse Reconstruction  Prior Directional Knowledge  Interdigitated Tongue Muscles  
The effect of body-mind relaxation meditation induction on major depressive disorder: A resting-state fMRI study 期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2015, 卷号: 2015, 期号: 183, 页码: 75-82
作者:  Chen, Fangfang;  Ly, Xueyu;  Fang, Jiliang;  Yu, Shan;  Sui, Jing;  Fan, Lingzhong;  Li, Tao;  Hong, Yang;  Wang, XiaoLing;  Wang, Weidong;  Jiang, Tianzi
浏览  |  Adobe PDF(1483Kb)  |  收藏  |  浏览/下载：396/82  |  提交时间：2015/09/17
Major Depressive Disorder  Body-mind Relaxation Meditation  Fmri  Cognitive Reappraisal  Medial Frontal Cortex  Orbitofrontal Cortex