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2020 – today
- 2023
[j177]Xin Zhang
, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang:
sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI. IEEE Access 11: 108603-108616 (2023)- [j176]Fang Chen, Jian Wang, Han Liu, Wentao Kong, Zhe Zhao, Longfei Ma, Hongen Liao, Daoqiang Zhang:
Frequency constraint-based adversarial attack on deep neural networks for medical image classification. Comput. Biol. Medicine 164: 107248 (2023) - [j175]Fang Chen, Lingyu Chen, Tianze Xu, Haoran Ye, Hongen Liao, Daoqiang Zhang:
Precise angle estimation of capsule robot in ultrasound using heatmap guided two-stage network. Comput. Methods Programs Biomed. 240: 107605 (2023) - [j174]Lingyu Chen, Hongen Liao, Wentao Kong, Daoqiang Zhang, Fang Chen:
Anatomy preserving GAN for realistic simulation of intraoperative liver ultrasound images. Comput. Methods Programs Biomed. 240: 107642 (2023) - [j173]Samson B. Akintoye, Liangxiu Han, Huw Lloyd, X. Zhang, Darren Dancey, Haoming Chen, Daoqiang Zhang:
Layer-wise partitioning and merging for efficient and scalable deep learning. Future Gener. Comput. Syst. 149: 432-444 (2023) - [j172]Mei-Ling Wang, Wei Shao, Xiaoke Hao, Daoqiang Zhang:
Machine Learning for Brain Imaging Genomics Methods: A Review. Int. J. Autom. Comput. 20(1): 57-78 (2023) - [j171]Jiashuang Huang, Mingliang Wang, Hengrong Ju, Zhen-Quan Shi, Weiping Ding, Daoqiang Zhang:
SD-CNN: A static-dynamic convolutional neural network for functional brain networks. Medical Image Anal. 83: 102679 (2023) - [j170]Meiling Wang, Wei Shao, Shuo Huang, Daoqiang Zhang:
Hypergraph-regularized multimodal learning by graph diffusion for imaging genetics based Alzheimer's Disease diagnosis. Medical Image Anal. 89: 102883 (2023) - [j169]Liang Sun, Wei Shao, Qi Zhu, Meiling Wang, Gang Li, Daoqiang Zhang:
Multi-scale multi-hierarchy attention convolutional neural network for fetal brain extraction. Pattern Recognit. 133: 109029 (2023) - [j168]Kai Ma, Shuo Huang, Peng Wan, Daoqiang Zhang:
Optimal transport based pyramid graph kernel for autism spectrum disorder diagnosis. Pattern Recognit. 143: 109716 (2023) - [j167]Qi Zhu, Ting Zhu, Rui Zhang, Haizhou Ye, Kai Sun, Yong Xu, Daoqiang Zhang:
A Cognitive-Driven Ordinal Preservation for Multimodal Imbalanced Brain Disease Diagnosis. IEEE Trans. Cogn. Dev. Syst. 15(2): 675-689 (2023) - [j166]Xiaoke Hao, Ruxue Wang, Yingchun Guo, Yunjia Xiao, Ming Yu, Meiling Wang, Weibin Chen, Daoqiang Zhang:
Multimodal Self-Paced Locality-Preserving Learning for Diagnosis of Alzheimer's Disease. IEEE Trans. Cogn. Dev. Syst. 15(2): 832-843 (2023) - [j165]Qiming Yang, Qi Zhu, Mingming Wang, Wei Shao, Zheng Zhang, Daoqiang Zhang:
Self-Supervised Federated Adaptation for Multi-Site Brain Disease Diagnosis. IEEE Trans. Big Data 9(5): 1334-1346 (2023) - [j164]Qi Zhu, Qiming Yang, Mingming Wang, Xiangyu Xu, Yuwu Lu, Wei Shao, Daoqiang Zhang:
Multi-Discriminator Active Adversarial Network for Multi-Center Brain Disease Diagnosis. IEEE Trans. Big Data 9(6): 1575-1585 (2023) - [j163]Xiaoke Hao, Qihao Tan, Yingchun Guo, Yunjia Xiao, Ming Yu, Meiling Wang, Jing Qin, Daoqiang Zhang, Alzheimer's Disease Neuroimaging Initiative:
Identifying Modality-Consistent and Modality-Specific Features via Label-Guided Multi-Task Sparse Canonical Correlation Analysis for Neuroimaging Genetics. IEEE Trans. Biomed. Eng. 70(3): 831-840 (2023) - [j162]Peng Wan, Haiyan Xue, Chunrui Liu, Fang Chen, Wei Shao, Jing Qin, Wentao Kong, Daoqiang Zhang:
Transport-Based Anatomical-Functional Metric Learning for Liver Tumor Recognition Using Dual-View Dynamic CEUS Imaging. IEEE Trans. Biomed. Eng. 70(3): 1012-1023 (2023) - [j161]Fang Chen, Haojie Han, Guochen Ning, Baojie Wen, Hongen Liao, Wentao Kong, Daoqiang Zhang:
Immunohistochemical Index Prediction of Breast Cancer by Using Hybrid Ultrasound Data. IEEE Trans. Biomed. Eng. 70(4): 1401-1412 (2023) - [j160]Fang Chen, Haojie Han, Peng Wan, Hongen Liao, Chunrui Liu, Daoqiang Zhang:
Joint Segmentation and Differential Diagnosis of Thyroid Nodule in Contrast-Enhanced Ultrasound Images. IEEE Trans. Biomed. Eng. 70(9): 2722-2732 (2023) - [j159]Qi Zhu, Jing Yang, Shuihua Wang, Daoqiang Zhang, Zheng Zhang:
Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder. IEEE Trans. Emerg. Top. Comput. Intell. 7(2): 436-446 (2023) - [j158]Qi Zhu, Yuze Zhou, Yuan Yao, Liang Sun, Feng Shi, Wei Shao, Daoqiang Zhang, Dinggang Shen:
Semi-Supervised Multi-View Fusion for Identifying CAP and COVID-19 With Unlabeled CT Images. IEEE Trans. Emerg. Top. Comput. Intell. 7(3): 887-899 (2023) - [j157]Qi Zhu, Yuze Zhou, Lunke Fei, Daoqiang Zhang, David Zhang:
Multi-Spectral Palmprints Joint Attack and Defense With Adversarial Examples Learning. IEEE Trans. Inf. Forensics Secur. 18: 1789-1799 (2023) - [j156]Qi Zhu, Guangnan Xin, Lunke Fei, Dong Liang, Zheng Zhang, Daoqiang Zhang, David Zhang:
Contactless Palmprint Image Recognition Across Smartphones With Self-Paced CycleGAN. IEEE Trans. Inf. Forensics Secur. 18: 4944-4954 (2023) - [j155]Pengpai Wang, Peiliang Gong, Yueying Zhou, Xuyun Wen, Daoqiang Zhang:
Decoding the Continuous Motion Imagery Trajectories of Upper Limb Skeleton Points for EEG-Based Brain-Computer Interface. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j154]Yueying Zhou, Pengpai Wang, Peiliang Gong, Fulin Wei, Xuyun Wen, Xia Wu, Daoqiang Zhang:
Cross-Subject Cognitive Workload Recognition Based on EEG and Deep Domain Adaptation. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j153]Xin Zhang, Liangxiu Han, Tam Sobeih, Lianghao Han, Nina Dempsey, Symeon Lechareas, Ascanio Tridente, Haoming Chen, Stephen White, Daoqiang Zhang:
CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia From Chest X-Ray Images. IEEE J. Biomed. Health Informatics 27(2): 980-991 (2023) - [j152]Peng Wan, Haiyan Xue, Chunrui Liu, Fang Chen, Wentao Kong, Daoqiang Zhang:
Dynamic Perfusion Representation and Aggregation Network for Nodule Segmentation Using Contrast-Enhanced US. IEEE J. Biomed. Health Informatics 27(7): 3431-3442 (2023) - [j151]Liutao Yang, Zhongnian Li, Rongjun Ge, Junyong Zhao, Haipeng Si, Daoqiang Zhang:
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer. IEEE Trans. Medical Imaging 42(4): 910-921 (2023) - [j150]Qi Zhu, Bingliang Xu, Jiashuang Huang, Heyang Wang, Ruting Xu, Wei Shao, Daoqiang Zhang:
Deep Multi-Modal Discriminative and Interpretability Network for Alzheimer's Disease Diagnosis. IEEE Trans. Medical Imaging 42(5): 1472-1483 (2023) - [j149]Wei Shao, Jianxin Liu, Yingli Zuo, Shile Qi, Honghai Hong, Jianpeng Sheng, Qi Zhu, Daoqiang Zhang:
FAM3L: Feature-Aware Multi-Modal Metric Learning for Integrative Survival Analysis of Human Cancers. IEEE Trans. Medical Imaging 42(9): 2552-2565 (2023) - [j148]Wei Shao, Yingli Zuo, Yangyang Shi, Yawen Wu, Jiao Tang, Junyong Zhao, Liang Sun, Zixiao Lu, Jianpeng Sheng, Qi Zhu, Daoqiang Zhang:
Characterizing the Survival-Associated Interactions Between Tumor-Infiltrating Lymphocytes and Tumors From Pathological Images and Multi-Omics Data. IEEE Trans. Medical Imaging 42(10): 3025-3035 (2023) - [j147]Haizhou Ye, Qi Zhu, Yuan Yao, Yichao Jin, Daoqiang Zhang:
Pairwise feature-based generative adversarial network for incomplete multi-modal Alzheimer's disease diagnosis. Vis. Comput. 39(6): 2235-2244 (2023) - [c132]Peng Wan, Chunrui Liu, Daoqiang Zhang:
Anatomical-Functional Fusion Network for Lesion Segmentation Using Dual-View CEUS. ADMA (2) 2023: 244-256 - [c131]Lianyu Wang, Meng Wang, Daoqiang Zhang, Huazhu Fu:
Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection. CVPR 2023: 20475-20484 - [c130]Jianxin Liu, Rongjun Ge, Peng Wan, Qi Zhu, Daoqiang Zhang, Wei Shao:
Multi-task Multi-instance Learning for Jointly Diagnosis and Prognosis of Early-Stage Breast Invasive Carcinoma from Whole-Slide Pathological Images. IPMI 2023: 145-157 - [c129]Mengting Yang, Li-Ming Hsu, Shile Qi, Daoqiang Zhang, Xuyun Wen:
A Multi-View Clustering-Based Method for Individual and Group Cortical Parcellations with Resting-State fMRI. ISBI 2023: 1-5 - [c128]Chong Wang, Daoqiang Zhang, Rongjun Ge:
Eye-Guided Dual-Path Network for Multi-organ Segmentation of Abdomen. MICCAI (7) 2023: 23-32 - [c127]Zhi Cao, Weijing Zhang, Keke Chen, Di Zhao, Daoqiang Zhang, Hongen Liao, Fang Chen:
Thinking Like Sonographers: A Deep CNN Model for Diagnosing Gout from Musculoskeletal Ultrasound. MICCAI (6) 2023: 159-168 - [c126]Kai Ma, Xuyun Wen, Qi Zhu, Daoqiang Zhang:
Positive Definite Wasserstein Graph Kernel for Brain Disease Diagnosis. MICCAI (5) 2023: 168-177 - [c125]Haojie Han, Hongen Liao, Daoqiang Zhang, Wentao Kong, Fang Chen:
Thyroid Nodule Diagnosis in Dynamic Contrast-Enhanced Ultrasound via Microvessel Infiltration Awareness. MICCAI (6) 2023: 169-179 - [c124]Chuhang Zheng, Wei Shao, Daoqiang Zhang, Qi Zhu:
Prior-Driven Dynamic Brain Networks for Multi-modal Emotion Recognition. MICCAI (8) 2023: 389-398 - [c123]Rongjun Ge, Yuting He, Cong Xia, Daoqiang Zhang:
JCCS-PFGM: A Novel Circle-Supervision Based Poisson Flow Generative Model for Multiphase CECT Progressive Low-Dose Reconstruction with Joint Condition. MICCAI (10) 2023: 409-418 - [c122]Yawen Wu, Yingli Zuo, Qi Zhu, Jianpeng Sheng, Daoqiang Zhang, Wei Shao:
Transfer Learning-Assisted Survival Analysis of Breast Cancer Relying on the Spatial Interaction Between Tumor-Infiltrating Lymphocytes and Tumors. MICCAI (6) 2023: 612-621 - [c121]Yili Lin, Dong Nie, Yuting Liu, Ming Yang, Daoqiang Zhang, Xuyun Wen:
Multi-Target Domain Adaptation with Prompt Learning for Medical Image Segmentation. MICCAI (1) 2023: 717-727 - [c120]Peiliang Gong, Ziyu Jia, Pengpai Wang, Yueying Zhou, Daoqiang Zhang:
ASTDF-Net: Attention-Based Spatial-Temporal Dual-Stream Fusion Network for EEG-Based Emotion Recognition. ACM Multimedia 2023: 883-892 - [i37]Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang:
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI. CoRR abs/2302.08967 (2023) - [i36]Lianyu Wang, Meng Wang, Daoqiang Zhang, Huazhu Fu:
Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection. CoRR abs/2303.11078 (2023) - [i35]Meng Wang, Tian Lin, Lianyu Wang, Aidi Lin, Ke Zou, Xinxing Xu, Yi Zhou, Yuanyuan Peng, Qingquan Meng, Yiming Qian, Guoyao Deng, Zhiqun Wu, Junhong Chen, Jianhong Lin, Mingzhi Zhang, Weifang Zhu, Changqing Zhang, Xinjian Chen, Daoqiang Zhang, Rick Siow Mong Goh, Yong Liu, Chi Pui Pang, Haoyu Chen, Huazhu Fu:
Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification. CoRR abs/2304.03981 (2023) - 2022
- [j146]Samson B. Akintoye, Liangxiu Han, Xin Zhang, Haoming Chen, Daoqiang Zhang:
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning. IEEE Access 10: 77950-77961 (2022) - [j145]Xiaoyu Guan, Yuqin Wang, Wei Shao, Zhongnian Li, Shuo Huang, Daoqiang Zhang:
S2Snet: deep learning for low molecular weight RNA identification with nanopore. Briefings Bioinform. 23(3) (2022) - [j144]Meiling Wang, Wei Shao, Xiaoke Hao, Shuo Huang, Daoqiang Zhang:
Identify connectome between genotypes and brain network phenotypes via deep self-reconstruction sparse canonical correlation analysis. Bioinform. 38(8): 2323-2332 (2022) - [j143]Fang Chen, Peng Xu, Yanting Xie, Daoqiang Zhang, Hongen Liao, Zhe Zhao:
Annotation-guided encoder-decoder network for bone extraction in ultrasound-assisted orthopedic surgery. Comput. Biol. Medicine 148: 105813 (2022) - [j142]Junyong Zhao, Liang Sun, Xin Zhou, Shuo Huang, Haipeng Si, Daoqiang Zhang:
Residual-atrous attention network for lumbosacral plexus segmentation with MR image. Comput. Medical Imaging Graph. 100: 102109 (2022) - [j141]Fang Chen, Haoran Ye, Daoqiang Zhang, Hongen Liao:
TypeSeg: A type-aware encoder-decoder network for multi-type ultrasound images co-segmentation. Comput. Methods Programs Biomed. 214: 106580 (2022) - [j140]Pengpai Wang, Mingliang Wang, Yueying Zhou, Ziming Xu, Daoqiang Zhang:
Multiband decomposition and spectral discriminative analysis for motor imagery BCI via deep neural network. Frontiers Comput. Sci. 16(5): 165328 (2022) - [j139]Muhammad Yousefnezhad, Daoqiang Zhang, Andrew J. Greenshaw, Russell Greiner:
Editorial: Multi-site neuroimage analysis: Domain adaptation and batch effects. Frontiers Neuroinformatics 16 (2022) - [j138]Geng Zhang, Qi Zhu, Jing Yang, Ruting Xu, Zhiqiang Zhang, Daoqiang Zhang:
Functional Brain Connectivity Hyper-Network Embedded with Structural Information for Epilepsy Diagnosis. Int. J. Image Graph. 22(4): 2250029:1-2250029:19 (2022) - [j137]Qi Zhu, Huijie Li, Haizhou Ye, Zhiqiang Zhang, Ran Wang, Zizhu Fan, Daoqiang Zhang:
Incomplete multi-modal brain image fusion for epilepsy classification. Inf. Sci. 582: 316-333 (2022) - [j136]Rongjun Ge, Yuting He, Cong Xia, Chenchu Xu, Weiya Sun, Guanyu Yang, Junru Li, Zhihua Wang, Hailing Yu, Daoqiang Zhang, Yang Chen, Limin Luo, Shuo Li, Yinsu Zhu:
X-CTRSNet: 3D cervical vertebra CT reconstruction and segmentation directly from 2D X-ray images. Knowl. Based Syst. 236: 107680 (2022) - [j135]Rongjun Ge, Cong Xia, Yuting He, Hailong Sun, Daoqiang Zhang, Guanyu Yang, Wentao Xiang, Jinjun Shi, Limin Luo, Yinsu Zhu, Shuo Li, Yang Chen:
RE-3DLVNet: Refined estimation of the left ventricle volume via interactive 3D segmentation and reinforced quantification. Knowl. Based Syst. 251: 109212 (2022) - [j134]Fang Chen, Yanting Xie, Peng Xu, Zhe Zhao, Daoqiang Zhang, Hongen Liao:
Efficient lower-limb segmentation for large-scale volumetric CT by using projection view and voxel group attention. Medical Biol. Eng. Comput. 60(8): 2201-2216 (2022) - [j133]Mingliang Wang, Daoqiang Zhang, Jiashuang Huang, Mingxia Liu, Qingshan Liu:
Consistent connectome landscape mining for cross-site brain disease identification using functional MRI. Medical Image Anal. 82: 102591 (2022) - [j132]Yuang Shi, Chen Zu, Mei Hong, Luping Zhou, Lei Wang, Xi Wu, Jiliu Zhou, Daoqiang Zhang, Yan Wang:
ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease. Pattern Recognit. 126: 108566 (2022) - [j131]Yueying Zhou, Shuo Huang, Ziming Xu, Pengpai Wang, Xia Wu, Daoqiang Zhang:
Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review. IEEE Trans. Cogn. Dev. Syst. 14(3): 799-818 (2022) - [j130]Shuo Huang, Liang Sun, Muhammad Yousefnezhad, Meiling Wang, Daoqiang Zhang:
Temporal Information-Guided Generative Adversarial Networks for Stimuli Image Reconstruction From Human Brain Activities. IEEE Trans. Cogn. Dev. Syst. 14(3): 1104-1118 (2022) - [j129]Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang:
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI. IEEE J. Biomed. Health Informatics 26(11): 5289-5297 (2022) - [j128]Ling Chen, Qixing Feng, Xi Yin, Xiangde Min, Lei Shi, Defu Yang, Yen-Wei Chen, Daoqiang Zhang, Wentao Zhu:
A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images. IEEE J. Biomed. Health Informatics 26(12): 6058-6069 (2022) - [j127]Mengting Xu, Tao Zhang, Daoqiang Zhang:
MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack. IEEE Trans. Medical Imaging 41(8): 2130-2143 (2022) - [j126]Qi Zhu, Ruting Xu, Ran Wang, Xijia Xu, Zhiqiang Zhang, Daoqiang Zhang:
Stacked Topological Preserving Dynamic Brain Networks Representation and Classification. IEEE Trans. Medical Imaging 41(11): 3473-3484 (2022) - [j125]Qi Zhu, Heyang Wang, Bingliang Xu, Zhiqiang Zhang, Wei Shao, Daoqiang Zhang:
Multimodal Triplet Attention Network for Brain Disease Diagnosis. IEEE Trans. Medical Imaging 41(12): 3884-3894 (2022) - [c119]Bingliang Xu, Haizhou Ye, Zheng Zhang, Daoqiang Zhang, Qi Zhu:
Dictionary-Induced Manifold Learning for Incomplete Multi-modal Fusion. APWeb/WAIM (2) 2022: 529-537 - [c118]Zongxiang Pei, Daoqiang Zhang, Wei Shao:
Efficient Metric Learning with Graph Transformer for Accurate Colorectal Cancer Staging. BHI 2022: 1-6 - [c117]Xuyun Wen, Qumei Cao, Daoqiang Zhang:
A Multi-Scale Multi-Hop Graph Convolution Network for Predicting Fluid Intelligence via Functional Connectivity. BIBM 2022: 1262-1267 - [c116]Yanling Liu, Yueying Zhou, Daoqiang Zhang:
TcT: Temporal and channel Transformer for EEG-based Emotion Recognition. CBMS 2022: 366-371 - [c115]Ao Shen, Liang Sun, Mengting Xu, Daoqiang Zhang:
Region-Based Dense Adversarial Generation for Medical Image Segmentation. CICAI (3) 2022: 107-118 - [c114]Zongxiang Pei, Yingli Zuo, Liang Sun, Meiling Wang, Daoqiang Zhang, Wei Shao:
Integrative Analysis of Multi-view Histopathological Image Features for the Diagnosis of Lung Cancer. CICAI (2) 2022: 577-587 - [c113]Yueying Zhou, Pengpai Wang, Peiliang Gong, Yanling Liu, Xuyun Wen, Xia Wu, Daoqiang Zhang:
Deep Domain Adaptation for EEG-Based Cross-Subject Cognitive Workload Recognition. ICONIP (5) 2022: 231-242 - [c112]Kai Ma, Xuyun Wen, Qi Zhu, Daoqiang Zhang:
Optimal Transport Based Ordinal Pattern Tree Kernel for Brain Disease Diagnosis. MICCAI (3) 2022: 186-195 - [c111]Yingli Zuo, Yawen Wu, Zixiao Lu, Qi Zhu, Kun Huang, Daoqiang Zhang, Wei Shao:
Identify Consistent Imaging Genomic Biomarkers for Characterizing the Survival-Associated Interactions Between Tumor-Infiltrating Lymphocytes and Tumors. MICCAI (2) 2022: 222-231 - [c110]Yanting Xie, Hongen Liao, Daoqiang Zhang, Fang Chen:
Uncertainty-aware Cascade Network for Ultrasound Image Segmentation with Ambiguous Boundary. MICCAI (4) 2022: 268-278 - [c109]Rongjun Ge, Yuting He, Cong Xia, Hailong Sun, Yikun Zhang, Dianlin Hu, Sijie Chen, Yang Chen, Shuo Li, Daoqiang Zhang:
DDPNet: A Novel Dual-Domain Parallel Network for Low-Dose CT Reconstruction. MICCAI (6) 2022: 748-757 - [c108]Liutao Yang, Rongjun Ge, Shichang Feng, Daoqiang Zhang:
Learning Projection Views for Sparse-View CT Reconstruction. ACM Multimedia 2022: 2645-2653 - [c107]Yongqing Kou, Rongjun Ge, Daoqiang Zhang:
3D MRI Cardiac Segmentation Under Respiratory Motion Artifacts. STACOM@MICCAI 2022: 457-465 - [i34]Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang:
Scale-Invariant Adversarial Attack for Evaluating and Enhancing Adversarial Defenses. CoRR abs/2201.12527 (2022) - [i33]Liutao Yang, Zhongnian Li, Rongjun Ge, Junyong Zhao, Haipeng Si, Daoqiang Zhang:
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer. CoRR abs/2204.03163 (2022) - [i32]Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang:
InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle. CoRR abs/2206.12292 (2022) - [i31]Samson B. Akintoye, Liangxiu Han, Huw Lloyd, Xin Zhang, Darren Dancey, Haoming Chen, Daoqiang Zhang:
Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning. CoRR abs/2207.11019 (2022) - [i30]Zhongnian Li, Liutao Yang, Zhongchen Ma, Tongfeng Sun, Xinzheng Xu, Daoqiang Zhang:
Learning from Positive and Unlabeled Data with Augmented Classes. CoRR abs/2207.13274 (2022) - [i29]Lianyu Wang, Meng Wang, Daoqiang Zhang, Huazhu Fu:
Unsupervised Domain Adaptation via Style-Aware Self-intermediate Domain. CoRR abs/2209.01870 (2022) - [i28]Zhongnian Li, Jian Zhang, Mengting Xu, Xinzheng Xu, Daoqiang Zhang:
Complementary Labels Learning with Augmented Classes. CoRR abs/2211.10701 (2022) - 2021
- [j124]Qi Zhu, Haizhou Ye, Liang Sun, Zhongnian Li, Ran Wang, Feng Shi, Dinggang Shen, Daoqiang Zhang:
GACDN: generative adversarial feature completion and diagnosis network for COVID-19. BMC Medical Imaging 21(1): 154 (2021) - [j123]Jing Li, Xuejun Liu, Daoqiang Zhang:
Detecting differential transcript usage across multiple conditions for RNA-seq data based on the smoothed LDA model. Frontiers Comput. Sci. 15(3): 153319 (2021) - [j122]Shuo Huang, Wei Shao, Mei-Ling Wang, Daoqiang Zhang:
fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review. Int. J. Autom. Comput. 18(2): 170-184 (2021) - [j121]Mengting Xu, Tao Zhang, Zhongnian Li, Mingxia Liu, Daoqiang Zhang:
Towards evaluating the robustness of deep diagnostic models by adversarial attack. Medical Image Anal. 69: 101977 (2021) - [j120]Mingliang Wang, Jiashuang Huang, Mingxia Liu, Daoqiang Zhang:
Modeling dynamic characteristics of brain functional connectivity networks using resting-state functional MRI. Medical Image Anal. 71: 102063 (2021) - [j119]Muhammad Yousefnezhad, Jeffrey Sawalha, Alessandro Selvitella, Daoqiang Zhang:
Deep Representational Similarity Learning for Analyzing Neural Signatures in Task-based fMRI Dataset. Neuroinformatics 19(3): 417-431 (2021) - [j118]Rui Zhang, Qi Zhu, Xiangyu Xu, Daoqiang Zhang, Sheng-Jun Huang:
Visual-guided attentive attributes embedding for zero-shot learning. Neural Networks 143: 709-718 (2021) - [j117]Lixiang Xu, Lu Bai, Xiaoyi Jiang, Ming Tan, Daoqiang Zhang, Bin Luo:
Deep Rényi entropy graph kernel. Pattern Recognit. 111: 107668 (2021) - [j116]Muhammad Yousefnezhad, Alessandro Selvitella, Liangxiu Han, Daoqiang Zhang:
Supervised Hyperalignment for Multisubject fMRI Data Alignment. IEEE Trans. Cogn. Dev. Syst. 13(3): 475-490 (2021) - [j115]Meiling Wang, Wei Shao, Xiaoke Hao, Li Shen, Daoqiang Zhang:
Identify Consistent Cross-Modality Imaging Genetic Patterns via Discriminant Sparse Canonical Correlation Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 18(4): 1549-1561 (2021) - [j114]Guoyan Zheng, Daoqiang Zhang, Wenbing Zhao:
Guest Editorial Multi-Modal Computing for Biomedical Intelligence Systems. IEEE J. Biomed. Health Informatics 25(9): 3256-3257 (2021) - [j113]Peng Wan, Fang Chen, Chunrui Liu, Wentao Kong, Daoqiang Zhang:
Hierarchical Temporal Attention Network for Thyroid Nodule Recognition Using Dynamic CEUS Imaging. IEEE Trans. Medical Imaging 40(6): 1646-1660 (2021) - [j112]Meiling Wang, Wei Shao, Xiaoke Hao, Daoqiang Zhang:
Identify Complex Imaging Genetic Patterns via Fusion Self-Expressive Network Analysis. IEEE Trans. Medical Imaging 40(6): 1673-1686 (2021) - [j111]Wenyong Zhu, Liang Sun, Jiashuang Huang, Liangxiu Han, Daoqiang Zhang:
Dual Attention Multi-Instance Deep Learning for Alzheimer's Disease Diagnosis With Structural MRI. IEEE Trans. Medical Imaging 40(9): 2354-2366 (2021) - [j110]Nuoya Xu, Qi Zhu, Xiangyu Xu, Daoqiang Zhang:
An effective recognition approach for contactless palmprint. Vis. Comput. 37(4): 695-705 (2021) - [c106]Xuyun Wen, Daoqiang Zhang:
A Multi-Layer Random Walk Method for Local Dynamic Community Detection in Brain Functional Network. BIBM 2021: 1098-1103 - [c105]Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang:
A Consistency Regularization for Certified Robust Neural Networks. CICAI (2) 2021: 27-38 - [c104]Pengpai Wang, Yueying Zhou, Zhongnian Li, Daoqiang Zhang:
GBCI: Adaptive Frequency Band Learning for Gender Recognition in Brain-Computer Interfaces. CICAI 2021: 213-224 - [c103]