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基于鼾声的睡眠呼吸事件监测关键问题研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  孙井鹏
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睡眠呼吸事件监测  鼾声检测  鼾声分类  睡眠呼吸暂停  深度神经网络  信号分解  生理信号分析  
Computational Bioinformatics and Machine Learning Models to Identify the Diseasome and Neurological Disease Comorbidities 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  Md Habibur Rahman
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疾病共病鉴定  生存分析  生物信息学  机器学习  2 型糖尿病  神经系统疾病  胶质母细胞瘤  通路  基因本体  蛋白质  
基于深度学习的汉族人群脑龄预测模型构建与临床应用研究 学位论文
, 远程授予: 中国科学院大学, 2020
Authors:  饶光祥
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结构磁共振影像,脑龄预测,脑龄估值差,大脑发育老化,深度学习  
A Network-Based Bioinformatics Approach to Identify Molecular Biomarkers for Type 2 Diabetes that Are Linked to the Progression of Neurological Diseases 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 卷号: 17, 期号: 3, 页码: 25
Authors:  Rahman, Md Habibur;  Peng, Silong;  Hu, Xiyuan;  Chen, Chen;  Rahman, Md Rezanur;  Uddin, Shahadat;  Quinn, Julian M. W.;  Moni, Mohammad Ali
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bioinformatics  computational biology  gene ontology  protein  pathways  type 2 diabetes  neurological disease  
Structural changes in brain regions involved in executive-control and self-referential processing after sleeve gastrectomy in obese patients 期刊论文
BRAIN IMAGING AND BEHAVIOR, 2019, 卷号: 13, 期号: 3, 页码: 830-840
Authors:  Liu, Li;  Ji, Gang;  Li, Guanya;  Hu, Yang;  Jin, Qingchao;  Hu, Chunxin;  Zhao, Jizheng;  Meng, Qianqian;  von Deneen, Karen M.;  Chen, Antao;  Cui, Guangbin;  Wang, Huaning;  Zhao, Qingchuan;  Wu, Kaichun;  Tian, Jie;  Shokri-Kojori, Ehsan;  Tomasi, Dardo;  Volkow, Nora D.;  Nie, Yongzhan;  Zhang, Yi;  Wang, Gene-Jack
Favorite  |  View/Download:73/0  |  Submit date:2019/07/11
Obesity  Bariatric surgery  Cortical morphometry  Linear mixed effects  
Ghrelin reductions following bariatric surgery were associated with decreased resting state activity in the hippocampus 期刊论文
INTERNATIONAL JOURNAL OF OBESITY, 2019, 卷号: 43, 期号: 4, 页码: 842-851
Authors:  Zhang, Yi;  Ji, Gang;  Li, Guanya;  Hu, Yang;  Liu, Li;  Jin, Qingchao;  Meng, Qianqian;  Zhao, Jizheng;  Yuan, Kai;  Liu, Jixn;  von Deneen, Karen M.;  Chen, Antao;  Cui, Guangbin;  Wang, Huaning;  Zhao, Qingchuan;  Wu, Kaichun;  Tian, Jie;  Manza, Peter;  Tomasi, Dardo;  Volkow, Nora D.;  Nie, Yongzhan;  Wang, Gene-Jack
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Dual-modal Physiological Feature Fusion-based Sleep Recognition Using CFS and RF Algorithm 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 3, 页码: 286-296
Authors:  Bing-Tao Zhang;  Xiao-Peng Wang;  Yu Shen
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Feature fusion  mild difficulty in falling asleep (MDFA)  decision support tool  sleep issues  optimal feature set.  
Bioinformatics Methodologies to Identify Interactions Between Type 2 Diabetes and Neurological Comorbidities 期刊论文
IEEE ACCESS, 2019, 期号: 7, 页码: 183948-183970
Authors:  Rahman, Md Habibur;  Peng, Silong;  Hu, Xiyuan;  Chen, Chen;  Uddin, Shahadat;  Quinn, Julian M. W.;  Moni, Mohammad Ali
View  |  Adobe PDF(9657Kb)  |  Favorite  |  View/Download:67/14  |  Submit date:2020/03/30
Bioinformatics  comorbidities  gene set enrichment analysis  gene ontology  neurological disease  pathway  semantic similarity  Type 2 diabetes  
Topiramate and Metformin Are Effective Add-On Treatments in Controlling Antipsychotic-Induced Weight Gain: A Systematic Review and Network Meta-Analysis 期刊论文
FRONTIERS IN PHARMACOLOGY, 2018, 卷号: 9, 页码: 10
Authors:  Zhuo, Chuanjun;  Xu, Yong;  Liu, Sha;  Li, Jing;  Zheng, Qishi;  Gao, Xiangyang;  Li, Shen;  Jing, Rixing;  Song, Xueqin;  Yue, Weihua;  Zhou, Chunhua;  Upthegrove, Rachel
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antipsychotic-induced weight gain  network meta-analysis  pharmacological add-ons  topiramate  metformin  
Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
Authors:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
View  |  Adobe PDF(1954Kb)  |  Favorite  |  View/Download:104/19  |  Submit date:2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review