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Lei Guo 0002
Person information
- affiliation: Northwestern Polytechnical University, School of Automation, Xi'an, China
Other persons with the same name
- Lei Guo — disambiguation page
- Lei Guo 0001 — Chinese Academy of Sciences, Academy of Mathematics and Systems Science / Institute of Systems Science, Beijing, China
- Lei Guo 0003 — Beihang University, School of Automation and Electronic Engineering (and 2 more)
- Lei Guo 0004 — Google Inc., Mountain View, CA, USA (and 1 more)
- Lei Guo 0005 — Chongqing University of Posts and Telecommunications, School of Communication and Information Engineering, China (and 2 more)
- Lei Guo 0006 — U.S. Food and Drug Administration, National Center for Toxicological Research, Jefferson, AR, USA
- Lei Guo 0007 — University of Queensland, School of Information Technology and Electrical Engineering, Brisbane, QLD, Australia
- Lei Guo 0008 — Shandong Normal University, School of Management Science and Industrial Engineering, Jinan, China (and 1 more)
- Lei Guo 0009 — Southwest Jiaotong University, Chengdu, China
- Lei Guo 0010 — Shenyang Jianzhu University, School of Mechanical Engineering, China
- Lei Guo 0011 — Beijing University of Posts and Telecommunications, School of Artificial Intelligence, Beijing, China (and 1 more)
- Lei Guo 0012 — Dalian University of Technology, School of Information and Communication Engineering, China (and 2 more)
- Lei Guo 0013 — Chang'an University, MOE Key Laboratory of Road Construction Technology and Equipment, Xi'an, China (and 1 more)
- Lei Guo 0014 — Wuhan University, School of Geodesy and Geomatics, China
- Lei Guo 0015 — Hebei University of Technology, School of Electrical Engineering, State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Tianjin, China
- Lei Guo 0016 — Shanghai Jiao Tong University, Sino-US Global Logistics Institute, China (and 2 more)
- Lei Guo 0017 — Boston University, Department of Computer Science, College of Communication, MA, USA
- Lei Guo 0018 — University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China
- Lei Guo 0019 — Taiyuan University of Technology, College of Information and Computer, Taiyuan, China
- Lei Guo 0020 — Wuyi University, Fujian Key Laboratory of Big Data Application and Intellectualization for Tea Industry, Nanping, China (and 1 more)
- Lei Guo 0021 — University of Jinan, School of Information Science and Engineering, Jinan, China
- Lei Guo 0022 — East China University of Science and Technology, School of Business, Shanghai, China
- Lei Guo 0023 — Zhengzhou University, School of Mechanical and Power Engineering, Zhengzhou, China
- Lei Guo 0024 — Tianjin University, Department of Communication Engineering, Tianjin, China
- Lei Guo 0025 — State Grid Henan Electric Power Research Institute, Zhengzhou, China
- Lei Guo 0026 — Central South University, School of Geosciences and Info-Physics, Laboratory of GeoHazards Perception, Cognition and Predication, Changsha, China
- Lei Guo 0027 — Beijing Institute of Pharmacology and Toxicology, Beijing, China
- Lei Guo 0028 — University of Pittsburgh, Department of Electrical and Computer Engineering, Pittsburgh, PA, USA
- Lei Guo 0029 — National University of Defense Technology, National Laboratory for Parallel and Distributed Processing, Changsha, China
- Lei Guo 0030 — Chinese Academy of Sciences, Institute of Electronics, Department of Space Microwave Remote Sensing System, Beijing, China
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2020 – today
- 2024
- [j117]Jin Zhang, Zikang Ma, Yan Yang, Lei Guo, Lei Du:
Modeling genotype-protein interaction and correlation for Alzheimer's disease: a multi-omics imaging genetics study. Briefings Bioinform. 25(2) (2024) - [j116]Chong Ma, Zihao Wu, Jiaqi Wang, Shaochen Xu, Yaonai Wei, Zhengliang Liu, Fang Zeng, Xi Jiang, Lei Guo, Xiaoyan Cai, Shu Zhang, Tuo Zhang, Dajiang Zhu, Dinggang Shen, Tianming Liu, Xiang Li:
An Iterative Optimizing Framework for Radiology Report Summarization With ChatGPT. IEEE Trans. Artif. Intell. 5(8): 4163-4175 (2024) - [j115]Dongqing Wu, Huihui Li, Yinxuan Hou, Cuili Xu, Gong Cheng, Lei Guo, Hang Liu:
Spatial-Channel Attention Transformer With Pseudo Regions for Remote Sensing Image-Text Retrieval. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j114]Dongqing Wu, Huihui Li, Cang Gu, Hang Liu, Cuili Xu, Yinxuan Hou, Lei Guo:
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features. IEEE Trans. Multim. 26: 3827-3841 (2024) - [j113]Mingxin Jiang, Yuzhong Chen, Jiadong Yan, Zhenxiang Xiao, Wei Mao, Boyu Zhao, Shimin Yang, Zhongbo Zhao, Tuo Zhang, Lei Guo, Benjamin Becker, Dezhong Yao, Keith M. Kendrick, Xi Jiang:
Anatomy-Guided Spatio-Temporal Graph Convolutional Networks (AG-STGCNs) for Modeling Functional Connectivity Between Gyri and Sulci Across Multiple Task Domains. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7435-7445 (2024) - [c171]Jin Zhang, Muheng Shang, Yan Yang, Lei Guo, Junwei Han, Lei Du:
Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study. MICCAI (3) 2024: 152-162 - [i6]Chong Ma, Hanqi Jiang, Wenting Chen, Zihao Wu, Xiaowei Yu, Fang Zeng, Lei Guo, Dajiang Zhu, Tuo Zhang, Dinggang Shen, Tianming Liu, Xiang Li:
Eye-gaze Guided Multi-modal Alignment Framework for Radiology. CoRR abs/2403.12416 (2024) - [i5]Wenjun Li, Ying Cai, Ziyang Wu, Wenyi Zhang, Yifan Chen, Rundong Qi, Mengqi Dong, Peigen Chen, Xiao Dong, Fenghao Shi, Lei Guo, Junwei Han, Bao Ge, Tianming Liu, Lin Gan, Tuo Zhang:
A Survey of Foundation Models for Music Understanding. CoRR abs/2409.09601 (2024) - [i4]Hao Chen, Wei Zhao, Yingli Li, Tianyang Zhong, Yisong Wang, Youlan Shang, Lei Guo, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang:
3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models. CoRR abs/2409.19330 (2024) - 2023
- [j112]Lei Du, Huiai Wang, Jin Zhang, Shu Zhang, Lei Guo, Junwei Han:
Adaptive structured sparse multiview canonical correlation analysis for multimodal brain imaging association identification. Sci. China Inf. Sci. 66(4) (2023) - [j111]Lei Du, Jin Zhang, Ying Zhao, Muheng Shang, Lei Guo, Junwei Han:
inMTSCCA: An Integrated Multi-task Sparse Canonical Correlation Analysis for Multi-omic Brain Imaging Genetics. Genom. Proteom. Bioinform. 21(2): 396-413 (2023) - [j110]Liting Wang, Xintao Hu, Yudan Ren, Jinglei Lv, Shijie Zhao, Lei Guo, Tianming Liu, Junwei Han:
Arousal modulates the amygdala-insula reciprocal connectivity during naturalistic emotional movie watching. NeuroImage 279: 120316 (2023) - [j109]Ying Huang, Tuo Zhang, Songyao Zhang, Weihan Zhang, Li Yang, Dajiang Zhu, Tianming Liu, Xi Jiang, Junwei Han, Lei Guo:
Genetic Influence on Gyral Peaks. NeuroImage 280: 120344 (2023) - [j108]Huihui Li, Baorong Liu, Dongqing Wu, Hang Liu, Lei Guo:
Bel: Batch Equalization Loss for scene graph generation. Pattern Anal. Appl. 26(4): 1821-1831 (2023) - [j107]Chong Ma, Lin Zhao, Yuzhong Chen, Sheng Wang, Lei Guo, Tuo Zhang, Dinggang Shen, Xi Jiang, Tianming Liu:
Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning. IEEE Trans. Medical Imaging 42(11): 3384-3394 (2023) - [c170]Mengyue Zhou, Xu Liu, David Liu, Zihao Wu, Zhengliang Liu, Lin Zhao, Dajiang Zhu, Lei Guo, Junwei Han, Tianming Liu, Xintao Hu:
Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding. ACL (Findings) 2023: 7943-7956 - [c169]Muheng Shang, Yan Yang, Minjianan Zhang, Jin Zhang, Duo Xi, Lei Guo, Lei Du:
Identifying Disease-related Brain Imaging Quantitative Traits and Related Genetic Variations via A Bidirectional Association Learning Method. BIBM 2023: 616-621 - [c168]Jin Zhang, Qiang Xie, Muheng Shang, Duo Xi, Minjianan Zhang, Lei Guo, Lei Du:
Identifying Main and Epistasis Effects of Genetic Variations on Neuroimaging Phenotypes Using Effective Feature Interaction Learning. BIBM 2023: 759-764 - [c167]Yu Du, Liting Wang, Lei Guo, Junwei Han, Tianming Liu, Xintao Hu:
Topological Similarity between Artificial and Biological Neural Networks. ISBI 2023: 1-5 - [c166]Yang Qin, Liting Wang, Lei Guo, Junwei Han, Xintao Hu:
Selective Visual Attention Revealed by Integrating FMRI and Eye-Tracking. ISBI 2023: 1-5 - [c165]Jiaxing Gao, Lin Zhao, Tianyang Zhong, Changhe Li, Zhibin He, Yaonai Wei, Shu Zhang, Lei Guo, Tianming Liu, Junwei Han, Tuo Zhang:
Prediction of Cognitive Scores by Joint Use of Movie-Watching fMRI Connectivity and Eye Tracking via Attention-CensNet. MICCAI (2) 2023: 287-296 - [c164]Tianyang Zhong, Xiaozheng Wei, Enze Shi, Jiaxing Gao, Chong Ma, Yaonai Wei, Songyao Zhang, Lei Guo, Junwei Han, Tianming Liu, Tuo Zhang:
A Small-Sample Method with EEG Signals Based on Abductive Learning for Motor Imagery Decoding. MICCAI (1) 2023: 416-424 - [c163]Duo Xi, Dingnan Cui, Jin Zhang, Muheng Shang, Minjianan Zhang, Lei Guo, Junwei Han, Lei Du:
Identification of Disease-Sensitive Brain Imaging Phenotypes and Genetic Factors Using GWAS Summary Statistics. MICCAI (5) 2023: 622-631 - [i3]Chong Ma, Zihao Wu, Jiaqi Wang, Shaochen Xu, Yaonai Wei, Zhengliang Liu, Lei Guo, Xiaoyan Cai, Shu Zhang, Tuo Zhang, Dajiang Zhu, Dinggang Shen, Tianming Liu, Xiang Li:
ImpressionGPT: An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT. CoRR abs/2304.08448 (2023) - [i2]Tianyang Zhong, Wei Zhao, Yutong Zhang, Yi Pan, Peixin Dong, Zuowei Jiang, Xiaoyan Kui, Youlan Shang, Li Yang, Yaonai Wei, Longtao Yang, Hao Chen, Huan Zhao, Yuxiao Liu, Ning Zhu, Yiwei Li, Yisong Wang, Jiaqi Yao, Jiaqi Wang, Ying Zeng, Lei He, Chao Zheng, Zhixue Zhang, Ming Li, Zhengliang Liu, Haixing Dai, Zihao Wu, Lu Zhang, Shu Zhang, Xiaoyan Cai, Xintao Hu, Shijie Zhao, Xi Jiang, Xin Zhang, Xiang Li, Dajiang Zhu, Lei Guo, Dinggang Shen, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang:
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data. CoRR abs/2310.05242 (2023) - 2022
- [j106]Jin Zhang, Huiai Wang, Ying Zhao, Lei Guo, Lei Du:
Identification of multimodal brain imaging association via a parameter decomposition based sparse multi-view canonical correlation analysis method. BMC Bioinform. 23-S(3): 128 (2022) - [j105]Dongqing Wu, Huihui Li, Yinge Tang, Lei Guo, Hang Liu:
Global-Guided Asymmetric Attention Network for Image-Text Matching. Neurocomputing 481: 77-90 (2022) - [j104]Gong Cheng, Min He, Hailong Hong, Xiwen Yao, Xiaoliang Qian, Lei Guo:
Guiding Clean Features for Object Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j103]Tianji Pang, Shijie Zhao, Junwei Han, Shu Zhang, Lei Guo, Tianming Liu:
Gumbel-Softmax based Neural Architecture Search for Hierarchical Brain Networks Decomposition. Medical Image Anal. 82: 102570 (2022) - [j102]Liting Wang, Xintao Hu, Huan Liu, Shijie Zhao, Lei Guo, Junwei Han, Tianming Liu:
Functional Brain Networks Underlying Auditory Saliency During Naturalistic Listening Experience. IEEE Trans. Cogn. Dev. Syst. 14(1): 156-163 (2022) - [j101]Gong Cheng, Liming Cai, Chunbo Lang, Xiwen Yao, Jinyong Chen, Lei Guo, Junwei Han:
SPNet: Siamese-Prototype Network for Few-Shot Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j100]Gong Cheng, Xuxiang Sun, Ke Li, Lei Guo, Junwei Han:
Perturbation-Seeking Generative Adversarial Networks: A Defense Framework for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j99]Gong Cheng, Bowei Yan, Peizhen Shi, Ke Li, Xiwen Yao, Lei Guo, Junwei Han:
Prototype-CNN for Few-Shot Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j98]Huihui Li, Cang Gu, Dongqing Wu, Gong Cheng, Lei Guo, Hang Liu:
Multiscale Generative Adversarial Network Based on Wavelet Feature Learning for SAR-to-Optical Image Translation. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [c162]Jin Zhang, Muheng Shang, Qiang Xie, Minjianan Zhang, Duo Xi, Lei Guo, Junwei Han, Lei Du:
A Sparse Multi-task Contrastive and Discriminative Learning Method with Feature Selection for Brain Imaging Genetics. BIBM 2022: 660-665 - [c161]Jiaxing Gao, Changhe Li, Zhibin He, Yaonai Wei, Lei Guo, Junwei Han, Shu Zhang, Tuo Zhang:
Prediction of Cognitive Scores by Movie-Watching FMRI Connectivity and Eye Movement Via Spectral Graph Convolutions. ISBI 2022: 1-5 - [c160]Changhe Li, Jiaxing Gao, Zhibin He, Songyao Zhang, Yaonai Wei, Lei Du, Lei Guo, Junwei Han, Shu Zhang, Tuo Zhang:
Bridging Natruralistic Stimuli, Eye Movement And Brain Activity Via Cca And Locality Preserving Projection. ISBI 2022: 1-5 - [c159]Dongqing Wu, Huihui Li, Cang Gu, Lei Guo, Hang Liu:
Improving Fusion of Region Features and Grid Features via Two-Step Interaction for Image-Text Retrieval. ACM Multimedia 2022: 5055-5064 - 2021
- [j97]Gong Cheng, Yongjie Si, Hailong Hong, Xiwen Yao, Lei Guo:
Cross-Scale Feature Fusion for Object Detection in Optical Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18(3): 431-435 (2021) - [j96]Lei Du, Jin Zhang, Fang Liu, Huiai Wang, Lei Guo, Junwei Han, Alzheimer's Disease Neuroimaging Initiative:
Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis. Medical Image Anal. 70: 102003 (2021) - [j95]Lei Du, Jin Zhang, Fang Liu, Huiai Wang, Lei Guo, Junwei Han:
Corrigendum to Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis [Medical Image Analysis 70 (2021) 1-12/102003]. Medical Image Anal. 72: 102081 (2021) - [j94]Yanbang Zhang, Fen Zhang, Lei Guo, Henry Han:
Salient object detection using feature clustering and compactness prior. Multim. Tools Appl. 80(16): 24867-24884 (2021) - [j93]Huan Liu, Xintao Hu, Yudan Ren, Liting Wang, Lei Guo, Christine Cong Guo, Junwei Han:
Neural Correlates of Interobserver Visual Congruency in Free-Viewing Condition. IEEE Trans. Cogn. Dev. Syst. 13(3): 546-554 (2021) - [j92]Lei Du, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Junwei Han, Andrew J. Saykin, Lei Guo, Li Shen:
Multi-Task Sparse Canonical Correlation Analysis with Application to Multi-Modal Brain Imaging Genetics. IEEE ACM Trans. Comput. Biol. Bioinform. 18(1): 227-239 (2021) - [j91]Xiwen Yao, Xiaoxu Feng, Junwei Han, Gong Cheng, Lei Guo:
Automatic Weakly Supervised Object Detection From High Spatial Resolution Remote Sensing Images via Dynamic Curriculum Learning. IEEE Trans. Geosci. Remote. Sens. 59(1): 675-685 (2021) - [j90]Lingjun Li, Junwei Han, Xiwen Yao, Gong Cheng, Lei Guo:
DLA-MatchNet for Few-Shot Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 59(9): 7844-7853 (2021) - [j89]Guangyu Guo, Zhuoyan Liu, Shijie Zhao, Lei Guo, Tianming Liu:
Eliminating Indefiniteness of Clinical Spectrum for Better Screening COVID-19. IEEE J. Biomed. Health Informatics 25(5): 1347-1357 (2021) - 2020
- [j88]Shijie Zhao, Yan Cui, Linwei Huang, Li Xie, Yaowu Chen, Junwei Han, Lei Guo, Shu Zhang, Tianming Liu, Jinglei Lv:
Supervised Brain Network Learning Based on Deep Recurrent Neural Networks. IEEE Access 8: 69967-69978 (2020) - [j87]Lei Du, Fang Liu, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Junwei Han, Lei Guo, Andrew J. Saykin, Li Shen:
Identifying diagnosis-specific genotype-phenotype associations via joint multitask sparse canonical correlation analysis and classification. Bioinform. 36(Supplement-1): i371-i379 (2020) - [j86]Wei Zhang, Shijie Zhao, Xintao Hu, Qinglin Dong, Heng Huang, Shu Zhang, Yu Zhao, Haixing Dai, Fangfei Ge, Lei Guo, Tianming Liu:
Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning. Brain Connect. 10(2): 72-82 (2020) - [j85]Lei Du, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Junwei Han, Andrew J. Saykin, Lei Guo, Li Shen:
Detecting genetic associations with brain imaging phenotypes in Alzheimer's disease via a novel structured SCCA approach. Medical Image Anal. 61: 101656 (2020) - [j84]Tuo Zhang, Ying Huang, Lin Zhao, Zhibin He, Xi Jiang, Lei Guo, Xiaoping Hu, Tianming Liu:
Identifying Cross-individual Correspondences of 3-hinge Gyri. Medical Image Anal. 63: 101700 (2020) - [j83]Gaokai Liu, Ning Yang, Lei Guo, Shiping Guo, Zhi Chen:
A One-Stage Approach for Surface Anomaly Detection with Background Suppression Strategies. Sensors 20(7): 1829 (2020) - [j82]Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia:
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3735-3756 (2020) - [j81]Yan Cui, Shijie Zhao, Yaowu Chen, Junwei Han, Lei Guo, Li Xie, Tianming Liu:
Modeling Brain Diverse and Complex Hemodynamic Response Patterns via Deep Recurrent Autoencoder. IEEE Trans. Cogn. Dev. Syst. 12(4): 733-743 (2020) - [j80]Gong Cheng, Junyu Yang, Decheng Gao, Lei Guo, Junwei Han:
High-Quality Proposals for Weakly Supervised Object Detection. IEEE Trans. Image Process. 29: 5794-5804 (2020) - [c158]Lei Du, Jin Zhang, Fang Liu, Minjianan Zhang, Huiai Wang, Lei Guo, Junwei Han:
Mining High-order Multimodal Brain Image Associations via Sparse Tensor Canonical Correlation Analysis. BIBM 2020: 570-575 - [c157]Shangke Lyu, Chien Chern Cheah, Xiang Yu, Lei Guo:
Human-robot Interaction Control by using a General Sensory Model. ICCA 2020: 630-635 - [c156]Tuo Zhang, Zhibin He, Xi Jiang, Lei Guo, Xiaoping Hu, Tianming Liu, Lei Du:
Species-Shared and -Specific Structural Connections Revealed by Dirty Multi-task Regression. MICCAI (7) 2020: 94-103 - [c155]Songyao Zhang, Lei Du, Jinglei Lv, Zhibin He, Xi Jiang, Lei Guo, Li Wang, Tianming Liu, Dinggang Shen, Gang Li, Tuo Zhang:
Gyral Growth Patterns of Macaque Brains Revealed by Scattered Orthogonal Nonnegative Matrix Factorization. MLMI@MICCAI 2020: 394-403 - [c154]Zhibin He, Shu Zhang, Songyao Zhang, Yin Zhang, Xintao Hu, Xi Jiang, Lei Guo, Tianming Liu, Lei Du, Tuo Zhang:
Interwound Structural and Functional Difference Between Preterm and Term Infant Brains Revealed by Multi-view CCA. MLMI@MICCAI 2020: 465-473 - [i1]Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia:
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities. CoRR abs/2005.01094 (2020)
2010 – 2019
- 2019
- [j79]Lei Du, Kefei Liu, Lei Zhu, Xiaohui Yao, Shannon L. Risacher, Lei Guo, Andrew J. Saykin, Li Shen:
Identifying progressive imaging genetic patterns via multi-task sparse canonical correlation analysis: a longitudinal study of the ADNI cohort. Bioinform. 35(14): i474-i483 (2019) - [j78]Wei Zhang, Jinglei Lv, Xiang Li, Dajiang Zhu, Xi Jiang, Shu Zhang, Yu Zhao, Lei Guo, Jieping Ye, Dewen Hu, Tianming Liu:
Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data. IEEE Trans. Biomed. Eng. 66(1): 289-299 (2019) - [j77]Shu Zhang, Huan Liu, Heng Huang, Yu Zhao, Xi Jiang, Brook Bowers, Lei Guo, Xiaoping Hu, Mar Sanchez, Tianming Liu:
Deep Learning Models Unveiled Functional Difference Between Cortical Gyri and Sulci. IEEE Trans. Biomed. Eng. 66(5): 1297-1308 (2019) - [j76]Yan Cui, Shijie Zhao, Han Wang, Li Xie, Yaowu Chen, Junwei Han, Lei Guo, Fan Zhou, Tianming Liu:
Identifying Brain Networks at Multiple Time Scales via Deep Recurrent Neural Network. IEEE J. Biomed. Health Informatics 23(6): 2515-2525 (2019) - [c153]Xiwen Yao, Liuqing Yang, Gong Cheng, Junwei Han, Lei Guo:
Scene Classification of High Resolution Remote Sensing Images Via Self-Paced Deep Learning. IGARSS 2019: 521-524 - [c152]Junyu Yang, Gong Cheng, Xiwen Yao, Junwei Han, Lei Guo:
Learning Region Response Ranking Features for Remote Sensing Image Scene Classification. IGARSS 2019: 529-532 - [c151]Xiwen Yao, Xiaoxu Feng, Gong Cheng, Junwei Han, Lei Guo:
Rotation-Invariant Latent Semantic Representation Learning for Object Detection in VHR Optical Remote Sensing Images. IGARSS 2019: 1382-1385 - [c150]Maoxiong Wu, Gong Cheng, Xiwen Yao, Xiaoliang Qian, Junwei Han, Lei Guo:
Performance Comparison of Two Pooling Strategies for Remote Sensing Image Scene Classification. IGARSS 2019: 3037-3040 - [c149]Lei Du, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Lei Guo, Andrew J. Saykin, Li Shen:
Diagnosis Status Guided Brain Imaging Genetics Via Integrated Regression And Sparse Canonical Correlation Analysis. ISBI 2019: 356-359 - [c148]Fangfei Ge, Shu Zhang, Heng Huang, Xi Jiang, Qinglin Dong, Lei Guo, Xianqiao Wang, Tianming Liu:
Exploring Intrinsic Functional Differences of Gyri, Sulci and 2-Hinge, 3-Hinge Joints on Cerebral Cortex. ISBI 2019: 1585-1589 - [c147]Lin Zhao, Huan Liu, Xi Jiang, Shijie Zhao, Zhibin He, Tianming Liu, Lei Guo, Tuo Zhang:
A Task Performance-guided Model of Functional Networks Identification. ISBI 2019: 1590-1593 - [c146]Yin Zhang, Xintao Hu, Chunlin He, Xiangning Wang, Yudan Ren, Huan Liu, Liting Wang, Lei Guo, Tianming Liu:
A Two-Stage DBN-Based Method to Exploring Functional Brain Networks in Naturalistic Paradigm FMRI. ISBI 2019: 1594-1597 - [c145]Liting Wang, Xintao Hu, Huan Liu, Heng Huang, Lei Guo, Tianming Liu:
Explore the Hierarchical Auditory Information Processing Via Deep Convolutional Autoencoder. ISBI 2019: 1788-1791 - [c144]Zhibin He, Ying Huang, Tianming Liu, Lei Guo, Lei Du, Tuo Zhang:
Species-Preserved Structural Connections Revealed by Sparse Tensor CCA. MBIA/MFCA@MICCAI 2019: 49-56 - [c143]Ying Huang, Zhibin He, Tianming Liu, Lei Guo, Tuo Zhang:
Identification of Abnormal Cortical 3-Hinge Folding Patterns on Autism Spectral Brains. MBIA/MFCA@MICCAI 2019: 57-65 - [c142]Shijie Zhao, Yan Cui, Yaowu Chen, Xin Zhang, Wei Zhang, Huan Liu, Junwei Han, Lei Guo, Li Xie, Tianming Liu:
Exploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder. MBIA/MFCA@MICCAI 2019: 66-74 - [c141]Wei Suo, Xintao Hu, Bowei Yan, Mengyang Sun, Lei Guo, Junwei Han, Tianming Liu:
3D Convolutional Long-Short Term Memory Network for Spatiotemporal Modeling of fMRI Data. MBIA/MFCA@MICCAI 2019: 75-83 - [c140]Tuo Zhang, Xiao Li, Lin Zhao, Ying Huang, Zhibin He, Lei Guo, Tianming Liu:
Group-Wise Graph Matching of Cortical Gyral Hinges. MICCAI (4) 2019: 75-83 - [c139]Ying Huang, Zhibin He, Lei Guo, Tianming Liu, Tuo Zhang:
Multi-view Graph Matching of Cortical Landmarks. MICCAI (4) 2019: 84-92 - [c138]Lei Du, Fang Liu, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Junwei Han, Lei Guo, Andrew J. Saykin, Li Shen:
A Dirty Multi-task Learning Method for Multi-modal Brain Imaging Genetics. MICCAI (4) 2019: 447-455 - 2018
- [j75]Lei Du, Kefei Liu, Tuo Zhang, Xiaohui Yao, Jingwen Yan, Shannon L. Risacher, Junwei Han, Lei Guo, Andrew J. Saykin, Li Shen:
A novel SCCA approach via truncated ℓ1-norm and truncated group lasso for brain imaging genetics. Bioinform. 34(2): 278-285 (2018) - [j74]Tuo Zhang, Jun Kong, Ke Jing, Hanbo Chen, Xi Jiang, Longchuan Li, Lei Guo, Jianfeng Lu, Xiaoping Hu, Tianming Liu:
Optimization of macaque brain DMRI connectome by neuron tracing and myelin stain data. Comput. Medical Imaging Graph. 69: 9-20 (2018) - [j73]Mo Chen, Gong Cheng, Lei Guo:
Identifying affective levels on music video via completing the missing modality. Multim. Tools Appl. 77(3): 3287-3302 (2018) - [j72]Shijie Zhao, Junwei Han, Xi Jiang, Heng Huang, Huan Liu, Jinglei Lv, Lei Guo, Tianming Liu:
Decoding Auditory Saliency from Brain Activity Patterns during Free Listening to Naturalistic Audio Excerpts. Neuroinformatics 16(3-4): 309-324 (2018) - [j71]Xi Jiang, Xiang Li, Jinglei Lv, Shijie Zhao, Shu Zhang, Wei Zhang, Tuo Zhang, Junwei Han, Lei Guo, Tianming Liu:
Temporal Dynamics Assessment of Spatial Overlap Pattern of Functional Brain Networks Reveals Novel Functional Architecture of Cerebral Cortex. IEEE Trans. Biomed. Eng. 65(6): 1183-1192 (2018) - [j70]Yu Zhao, Qinglin Dong, Shu Zhang, Wei Zhang, Hanbo Chen, Xi Jiang, Lei Guo, Xintao Hu, Junwei Han, Tianming Liu:
Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks. IEEE Trans. Biomed. Eng. 65(9): 1975-1984 (2018) - [j69]Yixuan Yuan, Xiwen Yao, Junwei Han, Lei Guo, Max Q.-H. Meng:
Discriminative Joint-Feature Topic Model With Dual Constraints for WCE Classification. IEEE Trans. Cybern. 48(7): 2074-2085 (2018) - [j68]Gong Cheng, Ceyuan Yang, Xiwen Yao, Lei Guo, Junwei Han:
When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs. IEEE Trans. Geosci. Remote. Sens. 56(5): 2811-2821 (2018) - [j67]Gong Cheng, Zhenpeng Li, Junwei Han, Xiwen Yao, Lei Guo:
Exploring Hierarchical Convolutional Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(11): 6712-6722 (2018) - [j66]Heng Huang, Xintao Hu, Yu Zhao, Milad Makkie, Qinglin Dong, Shijie Zhao, Lei Guo, Tianming Liu:
Modeling Task fMRI Data Via Deep Convolutional Autoencoder. IEEE Trans. Medical Imaging 37(7): 1551-1561 (2018) - [c137]Lei Du, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Junwei Han, Lei Guo, Andrew J. Saykin, Li Shen:
Fast Multi-Task SCCA Learning with Feature Selection for Multi-Modal Brain Imaging Genetics. BIBM 2018: 356-361 - [c136]Shu Zhang, Tuo Zhang, Xiao Li, Lei Guo, Tianming Liu:
Joint representation of cortical folding, structural connectivity and functional networks. ISBI 2018: 1-5 - [c135]Fangfei Ge, Jinglei Lv, Xintao Hu, Lei Guo, Junwei Han, Shijie Zhao, Tianming Liu:
Exploring intrinsic networks and their interactions using group wise temporal sparse coding. ISBI 2018: 74-77 - [c134]Fangfei Ge, Hanbo Chen, Tuo Zhang, Xianqiao Wang, Lin Yuan, Xintao Hu, Lei Guo, Tianming Liu:
A novel framework for analyzing cortical folding patterns based on sulcal baselines and gyral crestlines. ISBI 2018: 1043-1047 - [c133]Tuo Zhang, Xiao Li, Lin Zhao, Ying Huang, Lei Guo, Tianming Liu:
Identification of Species-Preserved Cortical Landmarks. MICCAI (3) 2018: 89-97 - [c132]