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	Amyloid-β Deposition Prediction with Large Language Model Driven and Task Oriented Learning of Brain Functional Networks 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: PP, 期号: 99 作者: Yuxiao Liu; Mianxin Liu; Yuanwang Zhang; Yihui Guan; Qihao Guo Adobe PDF(2838Kb) \| 收藏 \| 浏览/下载：163/5 \| 提交时间：2025/01/06 Functional neuroimaging Neurodegenerative diseases Neurophysiology Positron emission tomography Alzheimers disease Brain networks Convolutional networks Emission tomography Functional brain network Functionals Graph convolutional network Language model Large language model Positron emission
	Identifying Alzheimer’s Disease-Induced Topology Alterations in Structural Networks Using Convolutional Neural Networks 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023 作者: Liu, Feihong; Pan, Yongsheng; Yang, Junwei; Xie, Fang; He, Xiaowei Adobe PDF(970Kb) \| 收藏 \| 浏览/下载：282/0 \| 提交时间：2023/11/24 Convolution Convolutional neural networks Graph neural networks Learning systems Magnetic resonance imaging Medical imaging Alzheimer Alzheimer’s disease Classification accuracy Convolutional neural network Graph learning Heterogeneous topologies High angular resolutions Learning methods Structural networks White matter connectivities
	Verifying and refining early statuses in Alzheimer's disease progression: a possibility from deep feature comparison 期刊论文 CEREBRAL CORTEX, 2023 作者: Liu, Mianxin; Cui, Liang; Zhao, Zixiao; Ren, Shuhua; Huang, Lin Adobe PDF(2394Kb) \| 收藏 \| 浏览/下载：444/58 \| 提交时间：2023/11/08 functional connectivity subjective cognitive decline mild cognitive impairment graph convolutional network Alzheimer's disease continuum
	TransDose: Transformer-based radiotherapy dose prediction from CT images guided by super-pixel-level GCN classification 期刊论文 MEDICAL IMAGE ANALYSIS, 2023, 卷号: 89 作者: Jiao, Zhengyang; Peng, Xingchen; Wang, Yan; Xiao, Jianghong; Nie, Dong Adobe PDF(5382Kb) \| 收藏 \| 浏览/下载：360/0 \| 提交时间：2023/08/11 Computerized tomography Convolution Convolutional neural networks Image classification Image segmentation Pixels Radiotherapy Convolutional networks CT Image Dose distributions Dose prediction Graph convolutional network Pixel classification Segmentation masks Super pixel classification Super pixels Transformer
	Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-Learner 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023 作者: Liu, Yuxiao; Liu, Mianxin; Zhang, Yuanwang; Shen, Dinggang Adobe PDF(1048Kb) \| 收藏 \| 浏览/下载：268/0 \| 提交时间：2023/11/10 Classification (of information) Deep learning Diagnosis Learning algorithms Learning systems Magnetic resonance imaging Medical imaging Automatic diagnosis Brain disorders Brain functional networks Convolutional networks Diagnosis model Few-shot adaptation Graph convolutional network Learning-based methods Meta-learner Metalearning
	Individualized assessment of brain A deposition with fMRI using deep learning 期刊论文 IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: PP, 期号: 99, 页码: 1-12 作者: Li, Chaolin; Liu, Mianxin; Xia, Jing; Mei, Lang; Yang, Qing Adobe PDF(2993Kb) \| 收藏 \| 浏览/下载：301/1 \| 提交时间：2023/09/08 Bioinformatics Biomarkers Classification (of information) Convolution Deposition Diagnosis Forestry Magnetic resonance imaging Mean square error Medical imaging Amyloid β Brain modeling Convolutional networks Functional connectivity Functional magnetic resonance imaging Graph convolutional network High-order High-order functional connectivity Higher-order Image edge detection
	Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: PP, 期号: 99, 页码: 1-13 作者: Mianxin Liu; Han Zhang; Feng Shi; Dinggang Shen Adobe PDF(2249Kb) \| 收藏 \| 浏览/下载：647/185 \| 提交时间：2023/07/14 Convolution Deep learning Diagnosis Hierarchical systems Magnetic resonance imaging Network architecture Neural networks Brain disorders Brain multiscale hierarchy Convolutional neural network Features extraction Functional connectivity network Functional connectivity networks Functional magnetic resonance imaging Graph convolutional neural network Head Multiscale hierarchies
	Multiscale Functional Connectome Abnormality Predicts Cognitive Outcomes in Subcortical Ischemic Vascular Disease 期刊论文 CEREBRAL CORTEX, 2022 作者: Liu, Mianxin; Wang, Yao Adobe PDF(1859Kb) \| 收藏 \| 浏览/下载：860/279 \| 提交时间：2022/05/27 brain multiscale hierarchy functional connectivity network graph convolutional network mild cognitive impairment subcortical vascular cognitive impairment
	Cache-locality Based Adaptive Warp Scheduling for Neural Network Acceleration on GPGPUs 会议论文 INTERNATIONAL SYSTEM ON CHIP CONFERENCE, Belfast, Northern Ireland, United kingdom, September 5, 2022 - September 8, 2022 作者: Hu, Weiming; Zhou, Yi; Quan, Ying; Wang, Yuanfeng; Lou, Xin Adobe PDF(1352Kb) \| 收藏 \| 浏览/下载：353/0 \| 提交时间：2022/11/11 Convolution Graphics processing unit Multilayer neural networks Network layers Neural network models Program processors Scheduling Cache locality Convolutional neural network General purpose graph processing unit Graph processing Neural network model Performance Processing units Scheduling policies Warp scheduling
	Modular Graph Encoding and Hierarchical Readout for Functional Brain Network Based eMCI Diagnosis 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 18, 2022 作者: Mei, Lang; Liu, Mianxin; Bian, Lingbin; Zhang, Yuyao; Shi, Feng Adobe PDF(18005Kb) \| 收藏 \| 浏览/下载：241/0 \| 提交时间：2023/03/10 Convolution Functional neuroimaging Graph neural networks Magnetic resonance imaging Message passing Network coding Brain functions Brain networks Cognitive impairment Convolutional networks Early mild cognitive impairment Functional magnetic resonance imaging Graph convolutional network Graph encoding Modular graph Network-based

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