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图神经网络表示学习方法研究 学位论文
, 2023
Authors:  叶雪
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深度学习  图神经网络  注意力机制  元学习  拓扑数据分析  
基于结构信息增强的图神经网络研究 学位论文
, 2023
Authors:  呼奋宇
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图神经网络  结构信息  邻居交互  注意力机制  多专家融合  多任务学习  
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
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影像组学  预后预测  治疗疗效预测  晚期鼻咽癌  磁共振成像  
Four Distinct Subtypes of Alzheimer?s Disease Based on Resting-State Connectivity Biomarkers 期刊论文
BIOLOGICAL PSYCHIATRY, 2023, 卷号: 93, 期号: 9, 页码: 759-769
Authors:  Chen, Pindong;  Yao, Hongxiang;  Tijms, Betty M.;  Wang, Pan;  Wang, Dawei;  Song, Chengyuan;  Yang, Hongwei;  Zhang, Zengqiang;  Zhao, Kun;  Qu, Yida;  Kang, Xiaopeng;  Du, Kai;  Fan, Lingzhong;  Han, Tong;  Yu, Chunshui;  Zhang, Xi;  Jiang, Tianzi;  Zhou, Yuying;  Lu, Jie;  Han, Ying;  Liu, Bing;  Zhou, Bo;  Liu, Yong
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Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals 期刊论文
TRANSLATIONAL PSYCHIATRY, 2023, 卷号: 13, 期号: 1
Authors:  Sun, Yuqing;  Zhao, Yuxin;  Hu, Ke;  Wang, Meng;  Liu, Yong;  Liu, Bing
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Machine Learning in Lung Cancer Radiomics 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
Authors:  Jiaqi Li
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Machine learning, lung cancer, radiomics, medical image, clinical application  
Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study 期刊论文
BREAST, 2022, 卷号: 66, 页码: 183-190
Authors:  Li, Bao;  Li, Fengling;  Liu, Zhenyu;  Xu, FangPing;  Ye, Guolin;  Li, Wei;  Zhang, Yimin;  Zhu, Teng;  Shao, Lizhi;  Chen, Chi;  Sun, Caixia;  Qiu, Bensheng;  Bu, Hong;  Wang, Kun;  Tian, Jie
Favorite  |  View/Download：116/0  |  Submit date：2022/12/27
Breast cancer  Neoadjuvant chemotherapy  Pathological complete response  Whole-slide image  Deep learning  
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  
Network localization of transient global amnesia beyond the hippocampus 期刊论文
NEUROLOGICAL SCIENCES, 2022, 页码: 9
Authors:  Wang, Tao;  Xu, Yicheng;  Li, Deying;  Tu, Wenjun;  Li, Yanan;  Miao, Shuai;  Li, Jilai;  Wang, Peifu;  Zhao, Fei;  Fan, Lingzhong;  Yu, Shengyuan
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Transient global amnesia  DMN  Lesion network mapping  
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
Adobe PDF(4129Kb)  |  Favorite  |  View/Download：206/36  |  Submit date：2022/09/19
schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis