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自动化研究所 [13]
复旦大学上海医学院 [4]
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近代物理研究所 [2]
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期刊论文 [24]
会议论文 [4]
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Tumor Mutation Burden-Related Histopathologic Features for Predicting Overall Survival in Gliomas Using Graph Deep Learning
期刊论文
AMERICAN JOURNAL OF PATHOLOGY, 2023, 卷号: 193, 期号: 12, 页码: 2111-2121
作者:
Sun, Caixia
;
Luo, Tao
;
Liu, Zhenyu
;
Ge, Jia
;
Shao, Lizhi
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/22
Multitask Learning with Multiscale Residual Attention for Brain Tumor Segmentation and Classification
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 897-908
作者:
Gaoxiang Li, Xiao Hui, Wenjing Li, Yanlin Luo
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/23
Brain tumor segmentation and classification, multitask learning, multiscale residual attention module (MRAM), dynamic weight training, prior knowledge
Intraoperative Glioma Grading Using Neural Architecture Search and Multi-Modal Imaging
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 10, 页码: 2570-2581
作者:
Xiao, Anqi
;
Shen, Biluo
;
Shi, Xiaojing
;
Zhang, Zhe
;
Zhang, Zeyu
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  |  
浏览/下载:21/0
  |  
提交时间:2022/11/14
Imaging
Computer architecture
Fluorescence
Feature extraction
Surgery
Biomedical imaging
Medical diagnostic imaging
Deep learning
glioma grading
intraoperative imaging
multi-modal imaging
neural architecture search
NIR-II fluorescence imaging
Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progression
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 5, 页码: 23
作者:
Rahman, Md Habibur
;
Rana, Humayan Kabir
;
Peng, Silong
;
Hu, Xiyuan
;
Chen, Chen
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  |  
浏览/下载:40/0
  |  
提交时间:2021/12/28
bioinformatics
machine learning
central nervous system disorders
glioblastoma
comorbidity
pathway
ontology
proteins
survival analysis
Identification of robust diagnostic and prognostic gene signatures in different grades of gliomas: a retrospective study
期刊论文
PEERJ, 2021, 卷号: 9, 页码: 23
作者:
Liu, Jieting
;
Zhang, Hongrui
;
Zhang, Jingyun
;
Bing, Zhitong
;
Wang, Yingbin
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  |  
浏览/下载:85/0
  |  
提交时间:2021/12/09
Gliomas
Bioinformatics
Gene Signatures
Prognosis
LASSO
A Non-invasive Radiomic Method Using F-18-FDG PET Predicts Isocitrate Dehydrogenase Genotype and Prognosis in Patients With Glioma
期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 11
作者:
Li, Longfei
;
Mu, Wei
;
Wang, Yaning
;
Liu, Zhenyu
;
Liu, Zehua
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  |  
浏览/下载:29/0
  |  
提交时间:2020/03/30
F-18-FDG PET
radiomics
glioma
isocitrate dehydrogenase
non-invasive prediction
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
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提交时间:2020/03/30
Glioblastoma
Radiogenomics
Phosphatase and tensin homolog (PTEN)
Machine learning
IDH mutation-specific radiomic signature in lower-grade gliomas
期刊论文
AGING-US, 2019, 卷号: 11, 期号: 2, 页码: 673-696
作者:
Liu, Xing
;
Li, Yiming
;
Li, Shaowu
;
Fan, Xing
;
Sun, Zhiyan
收藏
  |  
浏览/下载:89/0
  |  
提交时间:2019/07/12
isocitrate dehydrogenase
lower grade gliomas
radiomic signature
transcriptome-radiomic analysis
prognostic signature
Transcortical insular glioma resection: clinical outcome and predictors
期刊论文
JOURNAL OF NEUROSURGERY, 2019, 卷号: 131, 期号: 3
作者:
Hameed, N. U. Farrukh
;
Qiu, Tianming
;
Zhuang, Dongxiao
;
Lu, Junfeng
;
Yu, Zhengda
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  |  
浏览/下载:12/0
  |  
提交时间:2019/12/05
insula
glioma
classification
surgery
prognosis
oncology
A Noninvasive System for the Automatic Detection of Gliomas Based on Hybrid Features and PSO-KSVM
期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 13842-13855
作者:
Bao, Min
;
Song GL(宋国立)
;
Huang Z(黄钲)
;
Zhao YW(赵忆文)
;
Zhao XG(赵新刚)
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2019/03/09
Modified CLBP
PSO-KSVM
Glioma detection
hybrid features
skull removal
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