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科研机构
自动化研究所 [14]
心理研究所 [3]
山东大学 [3]
力学研究所 [2]
北京航空航天大学 [2]
计算技术研究所 [1]
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期刊论文 [29]
会议论文 [2]
发表日期
2019 [31]
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A novel machine learning based approach for iPS progenitor cell identification
期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2019, 卷号: 15, 期号: 12, 页码: 19
作者:
Zhang, Haishan
;
Shao, Ximing
;
Peng, Yin
;
Teng, Yanning
;
Saravanan, Konda Mani
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/12/10
Radiomic signature: A novel magnetic resonance imaging-based prognostic biomarker in patients with skull base chordoma
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2019, 卷号: 141, 页码: 239-246
作者:
Wei, Wei
;
Wang, Ke
;
Liu, Zhenyu
;
Tian, Kaibing
;
Wang, Liang
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/03/30
Biomarkers
Magnetic resonance imaging
Prognosis
Progression-free survival
Radiomics
Skull base chordoma
Radiogenomic analysis of PTEN mutation in glioblastoma using preoperative multi-parametric magnetic resonance imaging
期刊论文
NEURORADIOLOGY, 2019, 卷号: 61, 期号: 11, 页码: 1229-1237
作者:
Li, Yiming
;
Liang, Yuchao
;
Sun, Zhiyan
;
Xu, Kaibin
;
Fan, Xing
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2020/03/30
Glioblastoma
Radiogenomics
Phosphatase and tensin homolog (PTEN)
Machine learning
Preliminary prediction of individual response to electroconvulsive therapy using whole-brain functional magnetic resonance imaging data
期刊论文
NeuroImage: Clinical, 2019, 卷号: 26, 期号: 102080, 页码: 1-9
作者:
Sun, Hailun
;
Jiang, Rongtao
;
Qi, Shile
;
Katherine, L., Narr
;
Benjamin, SC, Wade
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/06/11
Individualized prediction
Electroconvulsive therapy (ECT)
Functional connectivity (FC)
Major depressive disorder (DEP)
Resting-state fMRI
HDRS
Treatment response
Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data
期刊论文
HUMAN BRAIN MAPPING, 2019, 页码: 13
作者:
Cai, Xin-Lu
;
Xie, Dong-Jie
;
Madsen, Kristoffer H.
;
Wang, Yong-Ming
;
Bogemann, Sophie Alida
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  |  
浏览/下载:300/0
  |  
提交时间:2019/11/26
generalizability
machine learning
reproducibility
schizophrenia spectrum disorders
Radiomics Facilitates Candidate Selection for Irradiation Stents Among Patients With Unresectable Pancreatic Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 11
作者:
Zhou, Hai-Feng
;
Han, Yu-Qi
;
Lu, Jian
;
Wei, Jing-Wei
;
Guo, Jin-He
收藏
  |  
浏览/下载:87/0
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提交时间:2019/12/16
radiomics
pancreatic cancer
malignant biliary obstruction
irradiation stent
survival
Machine learning identifies unaffected first-degree relatives with functional network patterns and cognitive impairment similar to those of schizophrenia patients
期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 13, 页码: 3930-3939
作者:
Jing, Rixing
;
Li, Peng
;
Ding, Zengbo
;
Lin, Xiao
;
Zhao, Rongjiang
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2019/12/16
cognitive impairment
functional networks
machine learning
pattern classification
resting-state functional magnetic resonance imaging
unaffected first-degree relatives
Parallel group ICA plus ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia
期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 13, 页码: 3795-3809
作者:
Qi, Shile
;
Sui, Jing
;
Chen, Jiayu
;
Liu, Jingyu
;
Jiang, Rongtao
收藏
  |  
浏览/下载:99/0
  |  
提交时间:2019/12/16
group independent component analysis
multimodal fusion
parallel independent component analysis
schizophrenia
subjects' variability
temporal information
Codoping Enhanced Radioluminescence of Nanoscintillators for X-ray-Activated Synergistic Cancer Therapy and Prognosis Using Metabolomics
期刊论文
ACS NANO, 2019, 卷号: 13, 期号: 9, 页码: 10419
作者:
Ahmad, Farooq
;
Wang, Xiaoyan
;
Jiang, Zhao
;
Yu, Xujiang
;
Liu, Xinyi
收藏
  |  
浏览/下载:73/0
  |  
提交时间:2019/12/26
codoped nanoscintillators
imaging
radiotherapy
X-ray inducible photodynamic therapy
metabolomics
Applications of chemical imaging techniques in paleontology
期刊论文
NATIONAL SCIENCE REVIEW, 2019, 卷号: 6, 期号: 5, 页码: 1040-1053
作者:
Pan, Yanhong (泮燕红)
;
Hu, Liang (胡亮)
;
Zhao, Tao
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2020/04/03
trace elements
isotopic information
organic biomarkers
fossilmaterials
limits and obstacles
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