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科研机构
自动化研究所 [16]
内容类型
期刊论文 [16]
发表日期
2022 [1]
2021 [1]
2020 [9]
2019 [5]
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专题:自动化研究所
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A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 300, 页码: 1-9
作者:
Sun, Kai
;
Liu, Zhenyu
;
Chen, Guanmao
;
Zhou, Zhifeng
;
Zhong, Shuming
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification
Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning From Diagnostic Logic of Radiologists
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3690-3700
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Yan, Ye
;
Liu, Jiangang
;
Ye, Xiongjun
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2021/12/28
Magnetic resonance imaging
Principal component analysis
Pathology
Lesions
Optimization
Task analysis
Predictive models
Gleason score
prostate cancer
patient-level prediction
joint optimization
MRI
reinforcement learning
Multiparametric MRI-based radiomics analysis for the prediction of breast tumor regression patterns after neoadjuvant chemotherapy
期刊论文
TRANSLATIONAL ONCOLOGY, 2020, 卷号: 13, 期号: 11, 页码: 8
作者:
Zhuang, Xiaosheng
;
Chen, Chi
;
Liu, Zhenyu
;
Zhang, Liulu
;
Zhou, Xuezhi
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2021/01/07
Improving initial nodal staging of T3 rectal cancer using quantitative image features
期刊论文
BRITISH JOURNAL OF SURGERY, 2020, 页码: 2
作者:
Zhou, Xuezhi
;
Liu, Zhenyu
;
Zhang, Dafu
;
Wu, Lin
;
Sun, Kai
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2020/09/28
Radiopathomics strategy combining multiparametric MRI with whole-slide image for pretreatment prediction of tumor regression grade to neoadjuvant chemoradiotherapy in rectal cancer
期刊论文
CANCER RESEARCH, 2020, 卷号: 80, 期号: 16, 页码: 2
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Feng, Lili
;
Lou, Xiaoying
;
Li, Zhenhui
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2021/03/29
Multiparametric MRI and Whole Slide Image-Based Pretreatment Prediction of Pathological Response to Neoadjuvant Chemoradiotherapy in Rectal Cancer: A Multicenter Radiopathomic Study
期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2020, 页码: 11
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Feng, Lili
;
Lou, Xiaoying
;
Li, Zhenhui
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2020/08/31
Radiomics Analysis of Postoperative Epilepsy Seizures in Low-Grade Gliomas Using Preoperative MR Images
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
作者:
Sun, Kai
;
Liu, Zhenyu
;
Li, Yiming
;
Wang, Lei
;
Tang, Zhenchao
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2020/08/31
low-grade glioma
epilepsy
radiomics
elastic net
Cox regression
Radiomics-Based Preoperative Prediction of Lymph Node Status Following Neoadjuvant Therapy in Locally Advanced Rectal Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 13
作者:
Zhou, Xuezhi
;
Yi, Yongju
;
Liu, Zhenyu
;
Zhou, Zhiyang
;
Lai, Bingjia
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2020/06/22
lymph node metastasis
prediction
neoadjuvant therapy
locally advanced rectal cancer
radiomics
Radiomics improved pre-therapeutic prediction of breast cancers insensitive to neoadjuvant chemotherapy
期刊论文
CANCER RESEARCH, 2020, 卷号: 80, 期号: 4, 页码: 2
作者:
Zhou, Xuezhi
;
Liu, Zhenyu
;
Du, Yang
;
Xiong, Qianqian
;
Wang, Kun
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/06/22
Radiologist-like artificial intelligence for grade group prediction of radical prostatectomy for reducing upgrading and downgrading from biopsy
期刊论文
THERANOSTICS, 2020, 卷号: 10, 期号: 22, 页码: 10200-10212
作者:
Shao, Lizhi
;
Yan, Ye
;
Liu, Zhenyu
;
Ye, Xiongjun
;
Xia, Haizhui
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/03/02
prostate cancer
Gleason grade groups
deep reinforcement learning
prostate cancer grading
magnetic resonance imaging
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