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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
Adobe PDF(2887Kb)  |   Favorite  |  View/Download:12/0  |  Submit date:2023/01/03 Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| Machine Learning for Brain Imaging Genomics Methods: A Review 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78 Authors: Mei-Ling Wang
Adobe PDF(2285Kb)  |   Favorite  |  View/Download:24/2  |  Submit date:2023/01/18 Brain imaging genomics machine learning multivariate analysis association analysis outcome prediction |
| 面向微观连接组学的神经结构三维重建算法研究 学位论文 , 2022 Authors: 洪贝
Adobe PDF(59244Kb)  |   Favorite  |  View/Download:27/0  |  Submit date:2023/01/11 神经结构 连接组学 电子显微镜图像 三维重建 自动分割算法 |
| 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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| 面向脑卒中患者的手部运动功能智能化定量评价研究 学位论文 , 2022 Authors: 李晨光
Adobe PDF(18761Kb)  |   Favorite  |  View/Download:55/1  |  Submit date:2022/12/23 手部运动功能定量评价,运动学分析,数据增广,高斯混合模型,图卷 积网络 |
| 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
Adobe PDF(46558Kb)  |   Favorite  |  View/Download:23/0  |  Submit date:2022/12/22 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 |
| Towards Corruption-Agnostic Robust Domain Adaptation 期刊论文 ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 4, 页码: 16 Authors: Xu, Yifan ; Sheng, Kekai; Dong, Weiming ; Wu, Baoyuan; Xu, Changsheng ; Hu, Bao-Gang
Adobe PDF(2116Kb)  |   Favorite  |  View/Download:131/16  |  Submit date:2022/06/10 Domain adaptation corruption robustness transfer learning |
| 脑网络组图谱个体绘制方法及其在精准诊疗中的应用 学位论文 , 2022 Authors: 马亮
Adobe PDF(28073Kb)  |   Favorite  |  View/Download:37/3  |  Submit date:2023/01/04 个体化脑图谱 脑区拓扑结构 疾病诊断 经颅磁刺激 刺激线圈位姿 |
| Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes 期刊论文 BMC Bioinformatics, 2022, 卷号: 23, 期号: 1, 页码: 23 Authors: Hong,Bei ; Liu,Jing ; Zhai,Hao; Liu,Jiazheng; Shen,Lijun ; Chen,Xi ; Xie,Qiwei ; Han,Hua
Adobe PDF(3091Kb)  |   Favorite  |  View/Download:33/0  |  Submit date:2022/11/14 Connectomics Reconstruction Connectivity concept Joint optimization Electron microscope volumes |
| BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 1-12 Authors: Ma L(马亮) ; Zhang Y(张瑜); Zhang HT(张瀚天) ; Cheng LQ(程禄祺); Yang ZY(杨正宜) ; Lu YH(陆玉恒); Shi WY(时维阳) ; Li W(李雯); Zhuo JJ(卓俊杰) ; Wang JJ(王娇健); Fan LZ(樊令仲) ; Jiang TZ(蒋田仔)
Adobe PDF(16100Kb)  |   Favorite  |  View/Download:21/2  |  Submit date:2023/01/04 anatomical connectivity fingerprints heritability individualized brain atlas graph neural network topography variability |