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2020 – today
- 2025
- [j205]Jiashuang Huang, Mingliang Wang, Hengrong Ju, Weiping Ding, Daoqiang Zhang:
AGBN-Transformer: Anatomy-guided brain network transformer for schizophrenia diagnosis. Biomed. Signal Process. Control. 102: 107226 (2025) - [j204]Jiahao Huang
, Liutao Yang
, Fanwen Wang
, Yinzhe Wu, Yang Nan
, Weiwen Wu, Chengyan Wang, Kuangyu Shi, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang
:
Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mamba. Medical Image Anal. 99: 103334 (2025) - [j203]Jiashuang Huang
, Shaolong Wei, Zhen Gao, Shu Jiang
, Mingliang Wang, Liang Sun, Weiping Ding, Daoqiang Zhang:
Local structural-functional coupling with counterfactual explanations for epilepsy prediction. NeuroImage 306: 120978 (2025) - [j202]Chaojun Li
, Kai Ma, Shengrong Li, Xiangshui Meng, Ran Wang, Daoqiang Zhang
, Qi Zhu
:
Multi-channel spatio-temporal graph attention contrastive network for brain disease diagnosis. NeuroImage 307: 121013 (2025) - [j201]Junyong Zhao, Liang Sun, Zhi Sun, Yanling Fu, Wei Shao, Xin Zhou, Haipeng Si, Daoqiang Zhang:
Edge-enhanced semi-supervised vertical convolutional neural network for tubular structure segmentation: Application to medical images. Pattern Recognit. 162: 111302 (2025) - [i45]Peiliang Gong, Mohamed Ragab, Min Wu, Zhenghua Chen, Yongyi Su, Xiaoli Li, Daoqiang Zhang:
Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation. CoRR abs/2501.01472 (2025) - 2024
- [j200]Junyong Zhao
, Liang Sun, Zhi Sun, Xin Zhou, Haipeng Si, Daoqiang Zhang:
MSEF-Net: Multi-scale edge fusion network for lumbosacral plexus segmentation with MR image. Artif. Intell. Medicine 148: 102771 (2024) - [j199]Jiashuang Huang
, Xiaoyu Qi, Xueyun Cheng, Mingliang Wang, Hengrong Ju, Weiping Ding, Daoqiang Zhang:
MMF-NNs: Multi-modal Multi-granularity Fusion Neural Networks for brain networks and its application to epilepsy identification. Artif. Intell. Medicine 157: 102990 (2024) - [j198]Xiaoyu Guan
, Wei Shao, Daoqiang Zhang:
T-S2Inet: Transformer-based sequence-to-image network for accurate nanopore sequence recognition. Bioinform. 40(2) (2024) - [j197]Xiaoke Hao
, Jiawang Li, Mingming Ma
, Jing Qin
, Daoqiang Zhang, Feng Liu
:
Hypergraph convolutional network for longitudinal data analysis in Alzheimer's disease. Comput. Biol. Medicine 168: 107765 (2024) - [j196]Zhongnian Li, Mengting Xu, Xinzheng Xu
, Daoqiang Zhang:
Complementary Labels Learning with Augmented Classes. Knowl. Based Syst. 290: 111570 (2024) - [j195]Xuyun Wen
, Mengting Yang
, Shile Qi, Xia Wu, Daoqiang Zhang:
Automated individual cortical parcellation via consensus graph representation learning. NeuroImage 293: 120616 (2024) - [j194]Lianyu Wang
, Meng Wang
, Huazhu Fu
, Daoqiang Zhang
:
Say No to Freeloader: Protecting Intellectual Property of Your Deep Model. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 11073-11086 (2024) - [j193]Xi Guan, Qi Zhu, Liang Sun, Junyong Zhao
, Daoqiang Zhang, Peng Wan, Wei Shao:
Global-local consistent semi-supervised segmentation of histopathological image with different perturbations. Pattern Recognit. 155: 110696 (2024) - [j192]Qi Zhu
, Chuhang Zheng
, Zheng Zhang
, Wei Shao
, Daoqiang Zhang
:
Dynamic Confidence-Aware Multi-Modal Emotion Recognition. IEEE Trans. Affect. Comput. 15(3): 1358-1370 (2024) - [j191]Fang Chen
, Qingjie Du
, Jing-xin Zhao
, Zhe Zhao
, Daoqiang Zhang
, Hongen Liao
:
A Generalized Full-to-Partial Registration Framework of 3D Point Sets for Computer-Aided Orthopedic Surgery. IEEE Trans. Biomed. Eng. 71(3): 1010-1021 (2024) - [j190]Qi Zhu
, Aizhen Li, Zheng Zhang
, Chuhang Zheng
, Junyong Zhao
, Jin-Xing Liu
, Daoqiang Zhang
, Wei Shao
:
Discriminative Domain Adaption Network for Simultaneously Removing Batch Effects and Annotating Cell Types in Single-Cell RNA-Seq. IEEE ACM Trans. Comput. Biol. Bioinform. 21(6): 2543-2555 (2024) - [j189]Xiaoke Hao
, Jingyi Wang
, Zilong He
, Yingchun Guo
, Ming Yu
, Feng Liu
, Jing Qin
, Daoqiang Zhang
:
Multi-Cluster Self-Paced Diverse Learning and Feature Fusion for Autism Spectrum Disorder Identification With Resting-State fMRI. IEEE Trans. Emerg. Top. Comput. Intell. 8(6): 3860-3873 (2024) - [j188]Liang Sun
, Yanling Fu, Junyong Zhao
, Wei Shao
, Qi Zhu
, Daoqiang Zhang
:
MAS-CL: An End-to-End Multi-Atlas Supervised Contrastive Learning Framework for Brain ROI Segmentation. IEEE Trans. Image Process. 33: 4319-4333 (2024) - [j187]Xuyun Wen
, Qumei Cao, Yunxi Zhao, Xia Wu
, Daoqiang Zhang
:
D-MHGCN: An End-to-End Individual Behavioral Prediction Model Using Dual Multi-Hop Graph Convolutional Network. IEEE J. Biomed. Health Informatics 28(10): 6130-6140 (2024) - [j186]Peiliang Gong
, Pengpai Wang
, Yueying Zhou
, Xuyun Wen
, Daoqiang Zhang
:
TFAC-Net: A Temporal-Frequential Attentional Convolutional Network for Driver Drowsiness Recognition With Single-Channel EEG. IEEE Trans. Intell. Transp. Syst. 25(7): 7004-7016 (2024) - [j185]Kai Ma
, Xuyun Wen
, Qi Zhu
, Daoqiang Zhang
:
Ordinal Pattern Tree: A New Representation Method for Brain Network Analysis. IEEE Trans. Medical Imaging 43(4): 1526-1538 (2024) - [j184]Wei Shao
, Hang Shi, Jianxin Liu, Yingli Zuo, Liang Sun
, Tiansong Xia, Wanyuan Chen, Peng Wan
, Jianpeng Sheng, Qi Zhu
, Daoqiang Zhang
:
Multi-Instance Multi-Task Learning for Joint Clinical Outcome and Genomic Profile Predictions From the Histopathological Images. IEEE Trans. Medical Imaging 43(6): 2266-2278 (2024) - [j183]Qi Zhu
, Shengrong Li, Xiangshui Meng, Qiang Xu, Zhiqiang Zhang
, Wei Shao
, Daoqiang Zhang
:
Spatio-Temporal Graph Hubness Propagation Model for Dynamic Brain Network Classification. IEEE Trans. Medical Imaging 43(6): 2381-2394 (2024) - [j182]Fang Chen
, Haojie Han
, Peng Wan, Lingyu Chen
, Wentao Kong, Hongen Liao
, Baojie Wen, Chunrui Liu
, Daoqiang Zhang
:
Do as Sonographers Think: Contrast-Enhanced Ultrasound for Thyroid Nodules Diagnosis via Microvascular Infiltrative Awareness. IEEE Trans. Medical Imaging 43(11): 3881-3894 (2024) - [j181]Mengting Xu
, Tao Zhang, Zhongnian Li, Daoqiang Zhang
:
InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1255-1264 (2024) - [c150]Muheng Shang
, Yan Yang
, Jin Zhang
, Daoqiang Zhang
, Lei Du
:
A Co-contrastive Learning Method to Fuse Multi-modal Phenotypes and Identify Genetic Risk Variations. BCB 2024: 68:1-68:6 - [c149]Jin Zhang, Minjianan Zhang, Lei Guo, Daoqiang Zhang, Lei Du:
Disentangling Disease-sensitive Multimodal Neuroimaging Phenotypes and Related Genetic Factors: A Multimodal Study of ADNI Cohort. BIBM 2024: 1370-1375 - [c148]Yue Wang, Lingyu Chen, Haojie Han, Daoqiang Zhang, Hongen Liao, Fang Chen:
Localization and Angle Estimation of Capsule Robots in Ultrasound Images Using Spatially Adaptive Gaussian Distribution. BIBM 2024: 2613-2620 - [c147]Fangling Sun, Chuang Liang, Tülay Adali, Daoqiang Zhang, Rongtao Jiang, Vince D. Calhoun, Shile Qi:
GPR-SCSANet: Unequal-Length Time Series Normalization with Split-Channel Residual Convolution and Self-Attention for Brain Age Prediction. BIBM 2024: 5097-5103 - [c146]Wei Shao, Yangyang Shi, Daoqiang Zhang, Junjie Zhou, Peng Wan:
Tumor Micro-Environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-Slide Pathological Images. CVPR 2024: 11694-11703 - [c145]Xiaoke Hao, Mingming Ma, Yingchun Guo, Jiawang Li, Jing Qin, Daoqiang Zhang:
A Framework on Imaging and Phenotype Information Hierarchical Graph Convolutional Networks for Identification of Autism Spectrum Disorder. ISBI 2024: 1-4 - [c144]Qianru Sun, Lianyu Wang, Liying Zhang, Peiliang Gong, Yueying Zhou, Daoqiang Zhang:
MSTI-Former: A Multi-Scale Spatial-Temporal Information Enhanced Transformer for Attentive State Classification. ISBI 2024: 1-4 - [c143]Lianyu Wang, Dingwei Fan, Meng Wang, Daoqiang Zhang:
AISA-DG: Automatic Implicit Style-Augmented Domain Generalization on Optic Disc/Cup Segmentation. ISBI 2024: 1-4 - [c142]Peng Wan
, Shukang Zhang, Wei Shao, Junyong Zhao, Yinkai Yang, Wentao Kong, Haiyan Xue, Daoqiang Zhang:
Correlation-Adaptive Multi-view CEUS Fusion for Liver Cancer Diagnosis. MICCAI (5) 2024: 188-197 - [c141]Jiao Tang, Yagao Yue, Peng Wan, Mingliang Wang, Daoqiang Zhang, Wei Shao:
OSAL-ND: Open-Set Active Learning for Nucleus Detection. MICCAI (4) 2024: 351-361 - [c140]Xin Tang, Zhi Cao, Weijing Zhang, Di Zhao, Hongen Liao, Daoqiang Zhang, Fang Chen:
Follow Sonographers' Visual Scan-Path: Adjusting CNN Model for Diagnosing Gout from Musculoskeletal Ultrasound. MICCAI (1) 2024: 611-620 - [c139]Lingyu Chen, Yue Wang, Zhe Zhao, Hongen Liao, Daoqiang Zhang, Haojie Han, Fang Chen:
Hybrid-Structure-Oriented Transformer for Arm Musculoskeletal Ultrasound Segmentation. MICCAI (1) 2024: 621-631 - [c138]Yunxi Zhao, Dong Nie, Geng Chen, Xia Wu, Daoqiang Zhang, Xuyun Wen:
TARDRL: Task-Aware Reconstruction for Dynamic Representation Learning of fMRI. MICCAI (11) 2024: 700-710 - [c137]Pengcheng Xue, Dong Nie, Meijiao Zhu, Ming Yang, Han Zhang, Daoqiang Zhang, Xuyun Wen:
WSSADN: A Weakly Supervised Spherical Age-Disentanglement Network for Detecting Developmental Disorders with Structural MRI. MICCAI (11) 2024: 789-799 - [c136]Yangyang Shi, Qi Zhu, Yingli Zuo, Peng Wan, Daoqiang Zhang, Wei Shao:
Characterizing the Histology Spatial Intersections Between Tumor-Infiltrating Lymphocytes and Tumors for Survival Prediction of Cancers Via Graph Contrastive Learning. MLMI@MICCAI (2) 2024: 212-221 - [i44]Jiahao Huang, Liutao Yang, Fanwen Wang, Yinzhe Wu, Yang Nan, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang:
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation. CoRR abs/2402.18451 (2024) - [i43]Jiahao Huang, Liutao Yang, Fanwen Wang, Yang Nan, Weiwen Wu, Chengyan Wang, Kuangyu Shi, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang:
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba. CoRR abs/2405.17659 (2024) - [i42]Mohamed Ragab, Peiliang Gong, Emadeldeen Eldele, Wenyu Zhang, Min Wu, Chuan-Sheng Foo, Daoqiang Zhang, Xiaoli Li, Zhenghua Chen:
Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation. CoRR abs/2406.02635 (2024) - [i41]Changxi Chi, Hang Shi, Qi Zhu, Daoqiang Zhang, Wei Shao:
Spatially Resolved Gene Expression Prediction from Histology via Multi-view Graph Contrastive Learning with HSIC-bottleneck Regularization. CoRR abs/2406.12229 (2024) - [i40]Lianyu Wang, Meng Wang, Huazhu Fu, Daoqiang Zhang:
Say No to Freeloader: Protecting Intellectual Property of Your Deep Model. CoRR abs/2408.13161 (2024) - [i39]Liutao Yang, Jiahao Huang, Yingying Fang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang:
Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction. CoRR abs/2409.01544 (2024) - [i38]Liutao Yang, Jiahao Huang, Guang Yang, Daoqiang Zhang:
CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction across All Sampling Rates. CoRR abs/2409.01571 (2024) - 2023
- [j180]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) - [j179]Xiaoyu Guan
, Zhongnian Li, Yueying Zhou, Wei Shao, Daoqiang Zhang:
Active learning for efficient analysis of high-throughput nanopore data. Bioinform. 39(1) (2023) - [j178]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) - [j177]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) - [j176]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) - [j175]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) - [j174]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) - [j173]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) - [j172]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) - [j171]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) - [j170]Kai Ma, Shuo Huang, Peng Wan, Daoqiang Zhang:
Optimal transport based pyramid graph kernel for autism spectrum disorder diagnosis. Pattern Recognit. 143: 109716 (2023) - [j169]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) - [j168]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) - [j167]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) - [j166]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) - [j165]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) - [j164]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) - [j163]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) - [j162]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) - [j161]Xiaoyu Guan
, Daoqiang Zhang
:
T-MGCL: Molecule Graph Contrastive Learning Based on Transformer for Molecular Property Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20(6): 3851-3862 (2023) - [j160]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) - [j159]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) - [j158]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) - [j157]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) - [j156]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) - [j155]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) - [j154]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) - [j153]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) - [j152]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) - [j151]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) - [j150]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) - [j149]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) - [j148]Fang Chen
, Lingyu Chen
, Wentao Kong, Weijing Zhang, Pengfei Zheng, Liang Sun
, Daoqiang Zhang
, Hongen Liao
:
Deep Semi-Supervised Ultrasound Image Segmentation by Using a Shadow Aware Network With Boundary Refinement. IEEE Trans. Medical Imaging 42(12): 3779-3793 (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) - [c135]Peng Wan, Chunrui Liu, Daoqiang Zhang:
Anatomical-Functional Fusion Network for Lesion Segmentation Using Dual-View CEUS. ADMA (2) 2023: 244-256 - [c134]Zhen Gu, Daoqiang Zhang, Fang Chen, Peng Wan, Lingyu Chen:
TSM: Three-Stream Mix For Unsupervised Medical Image Registration. BIBM 2023: 1088-1095 - [c133]Dongying Yang, Cong Xia, Ge Tian, Daoqiang Zhang, Rongjun Ge:
PSDD-Net: A Dual-Domain Framework for Pancreatic Cancer Image Segmentation with Multi-scale Local-Dense Net. CICAI (2) 2023: 201-212 - [c132]Yongqing Kou, Cong Xia, Yiping Jiao, Daoqiang Zhang, Rongjun Ge:
DACTransNet: A Hybrid CNN-Transformer Network for Histopathological Image Classification of Pancreatic Cancer. CICAI (2) 2023: 422-434 - [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
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S2Snet: deep learning for low molecular weight RNA identification with nanopore. Briefings Bioinform. 23(3) (2022) - [j144]Meiling Wang
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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)