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Altered large-scale dynamic connectivity patterns in Alzheimer's disease and mild cognitive impairment patients: A machine learning study 期刊论文
Huamn Brian Mapping, 2023, 卷号: 44, 期号: 9, 页码: 3467-3480
作者:  Rixing Jing;  Pindong Chen;  Yongbin Wei;  Juanning Si;  Yuying Zhou;  Dawei Wang;  Chengyuan Song;  Hongwei Yang;  Zengqiang Zhang;  Hongxiang Yao;  Xiaopeng Kang;  Lingzhong Fan;  Tong Han;  Wen Qin;  Bo Zhou;  Tianzi Jiang;  Jie Lu;  Ying Han;  Xi Zhang;  Bing Liu;  Chunshui Yu;  Pan Wang;  Yong Liu
Adobe PDF(3939Kb)  |  收藏  |  浏览/下载：28/8  |  提交时间：2024/07/09
VQACL: A Novel Visual Question Answering Continual Learning Setting 会议论文
, Canada, 2023
作者:  Zhang X(张熙);  Feifei Zhang;  Changsheng Xu
Adobe PDF(1199Kb)  |  收藏  |  浏览/下载：26/6  |  提交时间：2024/07/08
Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only 会议论文
, Singapore, December 6-10, 2023
作者:  Lu JL(陆金梁);  Zhang JJ(张家俊)
Adobe PDF(1097Kb)  |  收藏  |  浏览/下载：54/19  |  提交时间：2024/06/13
Investigating Shift Equivalence of Convolutional Neural Networks in Industrial Defect Segmentation 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 页码: 1-17
作者:  Qu Z(屈震);  Tao X(陶显);  Shen F(沈飞);  Zhang ZT(张正涛);  Li T(李涛)
Adobe PDF(2869Kb)  |  收藏  |  浏览/下载：40/16  |  提交时间：2024/06/04
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
作者:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
Adobe PDF(3540Kb)  |  收藏  |  浏览/下载：66/15  |  提交时间：2024/04/23
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
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
作者:  Mei-Ling Wang;  Wei Shao;  Xiao-Ke Hao;  Dao-Qiang Zhang
Adobe PDF(2285Kb)  |  收藏  |  浏览/下载：61/17  |  提交时间：2024/04/23
Brain imaging genomics  machine learning  multivariate analysis  association analysis  outcome prediction  
基于 TOF-MRA 图像的脑血管分割算法研究 学位论文
, 2023
作者:  黄海滨
Adobe PDF(9053Kb)  |  收藏  |  浏览/下载：174/4  |  提交时间：2024/01/10
磁共振血管造影  脑血管分割  统计模型  深度学习  半监督学习  
基于神经影像的脑发育模式及其个体化评估研究 学位论文
, 2023
作者:  赵雨馨
Adobe PDF(28444Kb)  |  收藏  |  浏览/下载：204/8  |  提交时间：2024/01/09
脑功能层级  脑结构  个体化脑发育  异常发育  早期预警  
Reducing Vision-Answer Biases for Multiple-Choice VQA 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4621-4634
作者:  Zhang, Xi;  Zhang, Feifei;  Xu, Changsheng
Adobe PDF(2684Kb)  |  收藏  |  浏览/下载：91/6  |  提交时间：2023/11/17
Multiple-choice VQA  vision-answer bias  causal intervention  counterfactual interaction learning  
Episodic Memory-Related Imaging Features as Valuable Biomarkers for the Diagnosis of Alzheimer's Disease: A Multicenter Study Based on Machine Learning 期刊论文
BIOLOGICAL PSYCHIATRY-COGNITIVE NEUROSCIENCE AND NEUROIMAGING, 2023, 卷号: 8, 期号: 2, 页码: 10
作者:  Shi, Yachen;  Wang, Zan;  Chen, Pindong;  Cheng, Piaoyue;  Zhao, Kun;  Zhang, Hongxing;  Shu, Hao;  Gu, Lihua;  Gao, Lijuan;  Wang, Qing;  Zhang, Haisan;  Xie, Chunming;  Liu, Yong;  Zhang, Zhijun
收藏  |  浏览/下载：167/0  |  提交时间：2023/11/17