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| HIV感染者认知功能障碍的多模态脑影像研究 学位论文
, 2023
Authors: 李想
 Adobe PDF(11267Kb) |  Favorite | View/Download：17/1 | Submit date：2023/05/30
HIV认知功能障碍 磁共振影像 多模态融合 个体化预测 独立成分分析 结构相似性网络 |
| COVID-19 CT影像的多尺度自适应分割算法研究 学位论文
, 2023
Authors: 张振
Adobe PDF(9077Kb) | Favorite | View/Download：19/1 | Submit date：2023/05/23
新型冠状病毒 CT 深度学习 图像分割 计算机辅助诊断 |
| 基于领域自适应的语义分割方法研究 学位论文
, 2023
Authors: 曾鸣
Adobe PDF(16161Kb) | Favorite | View/Download：1/0 | Submit date：2023/06/05
深度学习 领域自适应 语义分割 持续学习 域增量 |
| The Individualized Prediction of Neurocognitive Function in People Living with HIV Based on Clinical and Multimodal Connectome Data 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2023, 卷号: 27, 期号: 4, 页码: 2094 - 2104
Authors: Li Xaing; Towe Sheri; Bell Ryan; Jiang Rongtao; Hall Shana; Calhoun Vince; Meade Christina; Sui Jing
 Adobe PDF(3496Kb) | Favorite | View/Download：18/3 | Submit date：2023/05/16 |
| 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：42/3 | Submit date：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
Authors: Ahmad Chaddad; Qizong Lu; Jiali Li; Yousef Katib; Reem Kateb; Camel Tanougast; Ahmed Bouridane; Ahmed Abdulkadir
Adobe PDF(6028Kb) | Favorite | View/Download：20/3 | Submit date：2023/03/22
Domain adaptation explainable artificial intelligence federated learning |
| Automatic polyp segmentation via image-level and surrounding-level context fusion deep neural network 期刊论文
Engineering Applications of Artificial Intelligence, 2023, 卷号: 123, 期号: 2023, 页码: 106168
Authors: Wang, Changwei; Xu, Rongtao; Xu, Shibiao; Meng, Weiliang; Zhang, Xiaopeng
Adobe PDF(2131Kb) | Favorite | View/Download：13/2 | Submit date：2023/04/27
Context information fusion Colonoscopy Polyp segmentation Image-level and surrounding-level context |
| Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
Authors: Yixuan Qiu
Adobe PDF(3559Kb) | Favorite | View/Download：22/2 | Submit date：2023/04/03
Medical data pre-training transfer learning self-supervised learning medical image data electrocardiograms (ECG) data |
| 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：92/3 | 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 |
| 基于结构磁共振影像的脑区分割与阿尔茨海默症早期预测研究 学位论文
工学博士, 自动化研究所: 中国科学院大学, 2022
Authors: 赵元兴
Adobe PDF(5394Kb) | Favorite | View/Download：120/4 | Submit date：2022/08/18
细粒度整脑分割 半监督学习 阿尔茨海默症早期预测 轻度认知障碍转化预测 自适应全局网络 |
