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Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
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Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
Driving brain state transitions in major depressive disorder through external stimulation 期刊论文
Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339
Authors:  Shengpei Wang;  Hongwei Wen;  Shuang Qiu;  Peng Xie;  Jiang Qiu;  Huiguang He
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A Hierarchical Architecture for Multisymptom Assessment of Early Parkinson's Disease via Wearable Sensors 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1553-1563
Authors:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Li, Yanfeng;  Tan, Ying;  Hao, Honglin
Favorite  |  View/Download：11/0  |  Submit date：2023/03/20
Diseases  Machine learning  Hidden Markov models  Accelerometers  Monitoring  Gyroscopes  Parkinson's disease  Wearable computing  Sensor systems  multilevel fusion  multisymptom assessment  Parkinson's disease (PD)  wearable sensor system  
基于脑网络组图谱的精神分裂症亚型研究 学位论文
, 2022
Authors:  时维阳
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精神分裂症  异质性  亚型  影像-临床关联分析  影像-转录组关联分析  
Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurement 期刊论文
CEREBRAL CORTEX, 2022, 页码: 18
Authors:  Shi, Weiyang;  Fan, Lingzhong;  Wang, Haiyan;  Liu, Bing;  Li, Wen;  Li, Jin;  Cheng, Luqi;  Chu, Congying;  Song, Ming;  Sui, Jing;  Luo, Na;  Cui, Yue;  Dong, Zhenwei;  Lu, Yuheng;  Ma, Yawei;  Ma, Liang;  Li, Kaixin;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Lv, Luxian;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
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schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis  
精神分裂症小脑结构与功能异常的多模态 MRI 解析 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  柴霖
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小脑，精神分裂症，磁共振成像，标准化模型，损伤网络映射，形态学 测量，功能连接  
基于磁共振影像与多组学数据解析精神分裂症功能失连接生物学机制的研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  王萌
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精神分裂症  磁共振影像  多组学  跨尺度  失连接  
基于多中心磁共振影像的阿尔茨海默病脑网络异常表征研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  曲怡达
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阿尔茨海默病  弥散张量成像  白质纤维束  结构连接网络  结构功能耦合  
Structural Brain Atrophy Predict Symptom Severity in Schizophrenia Based on Generalized Additive Models 会议论文
, Kolkata, India, 28-31 March 2022
Authors:  Wang, Meng;  Fan, Lingzhong;  Liu, Bing
Adobe PDF(242Kb)  |  Favorite  |  View/Download：63/5  |  Submit date：2022/06/16
Schizophrenia  Prediction  Generalized Additive Models  Symptom Severity  Brain Atrophy  
Multimodal brain deficits shared in early-onset and adult-onset schizophrenia predict positive symptoms regardless of illness stage 期刊论文
HUMAN BRAIN MAPPING, 2022, 页码: 12
Authors:  Feng, Aichen;  Luo, Na;  Zhao, Wentao;  Calhoun, Vince D.;  Jiang, Rongtao;  Zhi, Dongmei;  Shi, Weiyang;  Jiang, Tianzi;  Yu, Shan;  Xu, Yong;  Liu, Sha;  Sui, Jing
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early-onset schizophrenia (EOS)  MRI  multimodal fusion  PANSS  symptom prediction