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Density-Aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 7, 页码: 4552-4572
作者:  Zhang, Chi;  Lin, Zihang;  Xu, Liheng;  Li, Zongliang;  Tang, Wei;  Liu, Yuehu;  Meng, Gaofeng;  Wang, Le;  Li, Li
收藏  |  浏览/下载：207/0  |  提交时间：2022/07/25
Feature extraction  Image synthesis  Scattering  Generative adversarial networks  Atmospheric modeling  Training  Testing  Haze synthesis  unsupervised image-to-image translation  self-supervised disentanglement  
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
作者:  王乐
Adobe PDF(5726Kb)  |  收藏  |  浏览/下载：175/2  |  提交时间：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
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：346/56  |  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：404/84  |  提交时间：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
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：288/37  |  提交时间：2019/09/30
VMAT  Machine Learning  Patient-Specific Quality Assurance  
A multi-sequence and habitat-based MRI radiomics signature for preoperative prediction of MGMT promoter methylation in astrocytomas with prognostic implication 期刊论文
European Radiology, 2018, 期号: 29, 页码: 877-888
作者:  Wei Jingwei;  Yang Guoqiang;  Hao Xiaohan;  Gu Dongsheng;  Tan Yan;  Wang Xiaochun;  Dong Di;  Zhang Shuaitong;  Wang Le;  Zhang Hui;  Tian Jie
浏览  |  Adobe PDF(3785Kb)  |  收藏  |  浏览/下载：309/99  |  提交时间：2019/05/08
Astrocytoma  Methylation  Prognosis  Diagnostic Imaging  Roc Curve