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| 基于本地学习和联邦学习的鼻咽癌辅助诊疗算法研究 学位论文 , 2023 Authors: 赵洵
Adobe PDF(5599Kb)  |   Favorite  |  View/Download:36/1  |  Submit date:2023/06/21 鼻咽癌 联邦学习 早期筛查 预后预测 深度学习 |
| 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:71/4  |  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 |
| 基于MRI影像的晚期鼻咽癌预后预测和诱导化疗决策的方法研究 学位论文 , 2023 Authors: 钟连珍
Adobe PDF(5057Kb)  |   Favorite  |  View/Download:68/3  |  Submit date:2023/05/19 影像组学 预后预测 治疗疗效预测 晚期鼻咽癌 磁共振成像 |
| 多模态超声时空特征互作融合智能分析算法及其辅助临床诊断研究 学位论文 , 2023 Authors: 孟哲令
Adobe PDF(10969Kb)  |   Favorite  |  View/Download:66/3  |  Submit date:2023/05/18 多模态超声影像 互作融合 人工智能辅助临床诊断 多步模态融合网络 层次化诊断网络 |
| 基于消化内镜图像的胃癌半监督辅助诊断算法研究 学位论文 , 2023 Authors: 操润楠
Adobe PDF(2516Kb)  |   Favorite  |  View/Download:32/0  |  Submit date:2023/06/13 辅助诊断 胃癌 内镜图像 半监督学习 影像组学 |
| 基于对抗学习和治疗前后 CT 影像的食管癌同步放化疗预后预测方法研究 学位论文 , 2023 Authors: 邱淇
Adobe PDF(4324Kb)  |   Favorite  |  View/Download:19/0  |  Submit date:2023/06/28 食管癌 医学影像 深度学习 生成对抗网络 域自适应 |
| 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
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| Dual-stream Representation Fusion Learning for accurate medical image segmentation 期刊论文 Engineering Applications of Artificial Intelligence, 2023, 卷号: 123, 页码: 106402 Authors: Xu RT(许镕涛); Wang CW(王常维); Xu SB(徐士彪) ; Meng WL(孟维亮) ; Zhang XP(张晓鹏)
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| A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513 Authors: Wei-Chien Wang
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| A multi-scale, multi-region and attention mechanism-based deep learning framework for prediction of grading in hepatocellular carcinoma 期刊论文 MEDICAL PHYSICS, 2022, 页码: 13 Authors: Wei, Jingwei ; Ji, Qian; Gao, Yu; Yang, Xiaozhen; Guo, Donghui; Gu, Dongsheng ; Yuan, Chunwang; Tian, Jie ; Ding, Dawei
 Favorite  |  View/Download:94/0  |  Submit date:2023/03/20 computed tomography deep learning hepatocellular carcinoma histopathological grading radiomics |