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Multimodal Unknown Surface Material Classification and Its Application to Physical Reasoning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 7, 页码: 4406-4416
Authors:  Wei, Junhang;  Cui, Shaowei;  Hu, Jingyi;  Hao, Peng;  Wang, Shuo;  Lou, Zheng
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Robots  Convolutional neural networks  Visualization  Informatics  Feature extraction  Task analysis  Haptic interfaces  Auditory and haptic information  deep learning  multimodal fusion  physical reasoning  unknown surface material classification (USMC)  
Multimodal brain deficits shared in early-onset and adult-onset schizophrenia predict positive symptoms regardless of illness stage 期刊论文
HUMAN BRAIN MAPPING, 2022, 页码: 12
Authors:  Feng, Aichen;  Luo, Na;  Zhao, Wentao;  Calhoun, Vince D.;  Jiang, Rongtao;  Zhi, Dongmei;  Shi, Weiyang;  Jiang, Tianzi;  Yu, Shan;  Xu, Yong;  Liu, Sha;  Sui, Jing
Favorite  |  View/Download:37/0  |  Submit date:2022/06/10
early-onset schizophrenia (EOS)  MRI  multimodal fusion  PANSS  symptom prediction  
Towards a multimodal human activity dataset for healthcare 期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 13
Authors:  Hu, Menghao;  Luo, Mingxuan;  Huang, Menghua;  Meng, Wenhua;  Xiong, Baochen;  Yang, Xiaoshan;  Sang, Jitao
Favorite  |  View/Download:33/0  |  Submit date:2022/06/06
Human activity recognition  Multimodal fusion  Wearable devices  Healthcare  
Structural and Functional Brain Abnormalities in Human Immunodeficiency Virus Disease Revealed by Multimodal Magnetic Resonance Imaging Fusion: Association With Cognitive Function 期刊论文
CLINICAL INFECTIOUS DISEASES, 2021, 卷号: 73, 期号: 7, 页码: E2287-E2293
Authors:  Sui, Jing;  Li, Xiang;  Bell, Ryan P.;  Towe, Sheri L.;  Gadde, Syam;  Chen, Nan-Kuei;  Meade, Christina S.
Favorite  |  View/Download:23/0  |  Submit date:2022/01/27
neuroHIV  magnetic resonance imaging  multimodal fusion  
Weakly Aligned Feature Fusion for Multimodal Object Detection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
Authors:  Zhang, Lu;  Liu, Zhiyong;  Zhu, Xiangyu;  Song, Zhan;  Yang, Xu;  Lei, Zhen;  Qiao, Hong
Favorite  |  View/Download:23/0  |  Submit date:2022/01/27
Object detection  Feature extraction  Detectors  Robustness  Cameras  Automation  Training  Deep learning  feature fusion  multimodal object detection  pedestrian detection  
Data-driven approaches to neuroimaging biomarkers for neurological and psychiatric disorders: emerging approaches and examples 期刊论文
CURRENT OPINION IN NEUROLOGY, 2021, 卷号: 34, 期号: 4, 页码: 469-479
Authors:  Calhoun, Vince D.;  Pearlson, Godfrey D.;  Sui, Jing
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data driven  data fusion  dynamics  multimodal  neuroimaging biomarkers  
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning 期刊论文
INFORMATION FUSION, 2021, 卷号: 68, 页码: 118-130
Authors:  Du, Changde;  Du, Changying;  He, Huiguang
Favorite  |  View/Download:47/0  |  Submit date:2021/03/29
Multiview learning  Multimodal fusion  Generative adversarial networks  Deep generative models  Semi-supervised learning  
Inhibition-directed multimodal imaging fusion patterns in adults with ADHD and its potential underlying "gene-brain-cognition" relationship 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2021, 页码: 10
Authors:  Guo, Xiaojie;  Liu, Lu;  Li, Tiantian;  Zhao, Qihua;  Li, Hui;  Huang, Fang;  Wang, Yanfei;  Qian, Qiujin;  Cao, Qingjiu;  Wang, Yufeng;  Calhoun, Vince D.;  Sui, Jing;  Sun, Li
Favorite  |  View/Download:59/0  |  Submit date:2021/04/27
adults with attention-deficit/hyperactivity disorder  inhibition  multimodal MRI fusion  NOS1 ex1f-VNTR  
CTNet: Conversational Transformer Network for Emotion Recognition 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 期号: 29, 页码: 985-1000
Authors:  Lian, Zheng;  Liu, Bin;  Tao, Jianhua
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Emotion recognition  Context modeling  Feature extraction  Fuses  Speech processing  Data models  Bidirectional control  Context-sensitive modeling  conversational transformer network (CTNet)  conversational emotion recognition  multimodal fusion  speaker-sensitive modeling  
Common and unique multimodal covarying patterns in autism spectrum disorder subtypes 期刊论文
MOLECULAR AUTISM, 2020, 卷号: 11, 期号: 1, 页码: 15
Authors:  Qi, Shile;  Morris, Robin;  Turner, Jessica A.;  Fu, Zening;  Jiang, Rongtao;  Deramus, Thomas P.;  Zhi, Dongmei;  Calhoun, Vince D.;  Sui, Jing
Adobe PDF(6135Kb)  |  Favorite  |  View/Download:75/1  |  Submit date:2021/01/06
Heterogeneity  Autism spectrum disorder  Asperger’  s disorder  Pervasive developmental disorder-not otherwise specified (PDD-NOS)  Autistic disorder  Multimodal fusion