Shui-Hua Wang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 75

Top Topics

Medical Image Analysis

Magnetic Resonance Imaging

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

J. Ambient Intell. Humaniz. Comput.

Publications

Jian Wang, Si-Yuan Lu, Shui-Hua Wang, Yu-Dong Zhang
RanMerFormer: Randomized vision transformer with token merging for brain tumor classification. Neurocomputing 573 (2024)
Yudong Zhang, Suresh Chandra Satapathy, Xin Zhang, Shui-Hua Wang
COVID-19 Diagnosis via DenseNet and Optimization of Transfer Learning Setting. Cogn. Comput. 16 (4) (2024)
Sonali Samal, Yu-Dong Zhang, Juan Manuel Górriz Sáez, Shui-Hua Wang, Bunil Kumar Balabantaray, Rajashree Nayak
EAYv3-CF$C^{3}$: Ensemble Learning With Attention-Based Yv3 Combined With CF$C^{3}$ Loss for Obscenity Detection. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Xiang Yu, Shui-Hua Wang, Yu-Dong Zhang
Multiple-level thresholding for breast mass detection. J. King Saud Univ. Comput. Inf. Sci. 35 (1) (2023)
Zhuqing Jiao, Xuelian Ming, Yin Cao, Chun Cheng, Shui-Hua Wang
Module partitioning for multilayer brain functional network using weighted clustering ensemble. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Shuaiqi Liu, Yingying Zhao, Yanling An, Jie Zhao, Shui-Hua Wang, Jingwen Yan
GLFANet: A global to local feature aggregation network for EEG emotion recognition. Biomed. Signal Process. Control. 85 (2023)
Siyuan Lu, Kaijian Xia, Shui-Hua Wang
Diagnosis of cerebral microbleed via VGG and extreme learning machine trained by Gaussian map bat algorithm. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Zhuqing Jiao, Yixin Ji, Peng Gao, Shui-Hua Wang
Extraction and analysis of brain functional statuses for early mild cognitive impairment using variational auto-encoder. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Xujing Yao, Ziquan Zhu, Cheng Kang, Shui-Hua Wang, Juan Manuel Górriz, Yu-Dong Zhang
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis. IEEE Trans. Emerg. Top. Comput. Intell. 7 (1) (2023)
Chengxi Huang, Wei Wang, Xin Zhang, Shui-Hua Wang, Yudong Zhang
Tuberculosis Diagnosis Using Deep Transferred EfficientNet. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (5) (2023)
Hengde Zhu, Jian Wang, Shui-Hua Wang, Rajeev Raman, Juan Manuel Górriz, Yu-Dong Zhang
An Evolutionary Attention-Based Network for Medical Image Classification. Int. J. Neural Syst. 33 (3) (2023)
Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Niloufar Delfan, Yudong Zhang, Shui-Hua Wang, Juan Manuel Górriz, Hamid Alinejad-Rokny, U. Rajendra Acharya
Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review. Comput. Biol. Medicine 160 (2023)
Ling Zhao, Shuaiqi Liu, Yanling An, Wenjia Cai, Bing Li, Shui-Hua Wang, Ping Liang, Jie Yu, Jie Zhao
A unified end-to-end classification model for focal liver lesions. Biomed. Signal Process. Control. 86 (Part B) (2023)
Alamgir Sardar, Saiyed Umer, Ranjeet Kr. Rout, Shui-Hua Wang, M. Tanveer
A Secure Face Recognition for IoT-enabled Healthcare System. ACM Trans. Sens. Networks 19 (3) (2023)
Shuaiqi Liu, Chuanqing Zhao, Ming Liu, Qi Xin, Shui-Hua Wang
Diffusion tensor imaging denoising based on Riemann nonlocal similarity. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Chaosheng Tang, Bin Li, Junding Sun, Shui-Hua Wang, Yu-Dong Zhang
GAM-SpCaNet: Gradient awareness minimization-based spinal convolution attention network for brain tumor classification. J. King Saud Univ. Comput. Inf. Sci. 35 (2) (2023)
Shui-Hua Wang, Muhammad Attique Khan, Ziquan Zhu, Yu-Dong Zhang
WACPN: A Neural Network for Pneumonia Diagnosis. Comput. Syst. Sci. Eng. 45 (1) (2023)
Junding Sun, Pengpeng Pi, Chaosheng Tang, Shui-Hua Wang, Yu-Dong Zhang
CTMLP: Can MLPs replace CNNs or transformers for COVID-19 diagnosis? Comput. Biol. Medicine 159 (2023)
Shui-Hua Wang, Suresh Chandra Satapathy, Qinghua Zhou, Xin Zhang, Yu-Dong Zhang
Secondary Pulmonary Tuberculosis Identification Via pseudo-Zernike Moment and Deep Stacked Sparse Autoencoder. J. Grid Comput. 20 (1) (2022)
Mahboobeh Jafari, Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Abbas Khosravi, Sai Ho Ling, Roohallah Alizadehsani, Amin Beheshti, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, U. Rajendra Acharya, Hamid Alinejad-Rokny
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence. CoRR (2022)
Chenxi Huang, Jian Wang, Shui-Hua Wang, Yu-Dong Zhang
Applicable artificial intelligence for brain disease: A survey. Neurocomputing 504 (2022)
Shuaiqi Liu, Ling Zhao, Jie Zhao, Bing Li, Shui-Hua Wang
Attention deficit/hyperactivity disorder Classification based on deep spatio-temporal features of functional Magnetic Resonance Imaging. Biomed. Signal Process. Control. 71 (Part) (2022)
An-Qi Bi, Xiao-Yang Tian, Shui-Hua Wang, Yu-Dong Zhang
Dynamic Transfer Exemplar based Facial Emotion Recognition Model Toward Online Video. ACM Trans. Multim. Comput. Commun. Appl. 18 (2s) (2022)
Xiang Yu, Jian Wang, Qingqi Hong, Raja Teku, Shui-Hua Wang, Yu-Dong Zhang
Transfer learning for medical images analyses: A survey. Neurocomputing 489 (2022)
Shui-Hua Wang, Xin Zhang, Yu-Dong Zhang
DSSAE: Deep Stacked Sparse Autoencoder Analytical Model for COVID-19 Diagnosis by Fractional Fourier Entropy. ACM Trans. Manag. Inf. Syst. 13 (1) (2022)
Zhihai Lu, Yan Yan, Shui-Hua Wang
CMB-net: a deep convolutional neural network for diagnosis of cerebral microbleeds. Multim. Tools Appl. 81 (14) (2022)
Ziquan Zhu, Zeyu Ren, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang
RDNet: ResNet-18 with Dropout for Blood Cell Classification. IWINAC (1) (2022)
Yu-Dong Zhang, Shuai Li, Carlo Cattani, Shui-Hua Wang
Editorial: Advanced Deep Learning Methods for Biomedical Information Analysis (ADLMBIA). Frontiers Big Data 5 (2022)
Inzamam Mashood Nasir, Mudassar Raza, Jamal Hussain Shah, Shui-Hua Wang, Usman Tariq, Muhammad Attique Khan
HAREDNet: A deep learning based architecture for autonomous video surveillance by recognizing human actions. Comput. Electr. Eng. 99 (2022)
Jian Wang, Siyuan Lu, Shui-Hua Wang, Yu-Dong Zhang
A review on extreme learning machine. Multim. Tools Appl. 81 (29) (2022)
Kottaimalai Ramaraj, Vishnuvarthanan Govindaraj, Yu-Dong Zhang, Pallikonda Rajasekaran Murugan, Shui-Hua Wang, Arunprasath Thiyagarajan, Sakthivel Sankaran
Agnostic multimodal brain anomalies detection using a novel single-structured framework for better patient diagnosis and therapeutic planning in clinical oncology. Biomed. Signal Process. Control. 77 (2022)
Junding Sun, Pengpeng Pi, Chaosheng Tang, Shui-Hua Wang, Yu-Dong Zhang
TSRNet: Diagnosis of COVID-19 based on self-supervised learning and hybrid ensemble model. Comput. Biol. Medicine 146 (2022)
Xin Zhang, Siyuan Lu, Shui-Hua Wang, Xiang Yu, Su-Jing Wang, Lun Yao, Yi Pan, Yu-Dong Zhang
Diagnosis of COVID-19 Pneumonia via a Novel Deep Learning Architecture. J. Comput. Sci. Technol. 37 (2) (2022)
Si-Yuan Lu, Shui-Hua Wang, Yu-Dong Zhang
SAFNet: A deep spatial attention network with classifier fusion for breast cancer detection. Comput. Biol. Medicine 148 (2022)
Yu-Dong Zhang, Suresh Chandra Satapathy, Shui-Hua Wang
Fruit category classification by fractional Fourier entropy with rotation angle vector grid and stacked sparse autoencoder. Expert Syst. J. Knowl. Eng. 39 (3) (2022)
Chaosheng Tang, Chaochao Hu, Junding Sun, Shui-Hua Wang, Yu-Dong Zhang
NSCGCN: A novel deep GCN model to diagnosis COVID-19. Comput. Biol. Medicine 150 (2022)
Xujing Yao, Xinyue Wang, Shui-Hua Wang, Yu-Dong Zhang
A comprehensive survey on convolutional neural network in medical image analysis. Multim. Tools Appl. 81 (29) (2022)
Siyuan Lu, Ziquan Zhu, Juan Manuel Górriz, Shui-Hua Wang, Yu-Dong Zhang
NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network. Int. J. Intell. Syst. 37 (2) (2022)
Hengde Zhu, Jian Wang, Shui-Hua Wang, Yudong Zhang, Juan Manuel Górriz
ConvNet-CA: A Lightweight Attention-Based CNN for Brain Disease Detection. IWINAC (1) (2022)
Dawa Chyophel Lepcha, Bhawna Goyal, Ayush Dogra, Shui-Hua Wang
An efficient medical image super resolution based on piecewise linear regression strategy using domain transform filtering. Concurr. Comput. Pract. Exp. 34 (20) (2022)
Tao Chen, Shui-Hua Wang, Qiong Wang, Zheng Zhang, Guo-Sen Xie, Zhenmin Tang
Enhanced Feature Alignment for Unsupervised Domain Adaptation of Semantic Segmentation. IEEE Trans. Multim. 24 (2022)
Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Niloufar Delfan, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, Hamid Alinejad-Rokny, U. Rajendra Acharya
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review. CoRR (2022)
Lijia Deng, Shui-Hua Wang, Yu-Dong Zhang
ELMGAN: A GAN-based efficient lightweight multi-scale-feature-fusion multi-task model. Knowl. Based Syst. 252 (2022)
Si-Yuan Lu, Shui-Hua Wang, Xin Zhang, Yu-Dong Zhang
TBNet: a context-aware graph network for tuberculosis diagnosis. Comput. Methods Programs Biomed. 214 (2022)
Wei Wang, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang
Covid-19 Detection by Wavelet Entropy and Self-adaptive PSO. IWINAC (1) (2022)
Shui-Hua Wang, Kaihong Wu, Tianshu Chu, Steven L. Fernandes, Qinghua Zhou, Yu-Dong Zhang, Jian Sun
SOSPCNN: Structurally Optimized Stochastic Pooling Convolutional Neural Network for Tetralogy of Fallot Recognition. Wirel. Commun. Mob. Comput. 2021 (2021)
Si-Yuan Lu, Deepak Ranjan Nayak, Shui-Hua Wang, Yu-Dong Zhang
A cerebral microbleed diagnosis method via FeatureNet and ensembled randomized neural networks. Appl. Soft Comput. 109 (2021)
Jian Wang, Hengde Zhu, Shui-Hua Wang, Yu-Dong Zhang
A Review of Deep Learning on Medical Image Analysis. Mob. Networks Appl. 26 (1) (2021)
Yuteng Xiao, Hongsheng Yin, Shui-Hua Wang, Yu-Dong Zhang
TReC: Transferred ResNet and CBAM for Detecting Brain Diseases. Frontiers Neuroinformatics 15 (2021)
Siyuan Lu, Shuaiqi Liu, Shui-Hua Wang, Yudong Zhang
Cerebral Microbleed Detection via Convolutional Neural Network and Extreme Learning Machine. Frontiers Comput. Neurosci. 15 (2021)
Yu-Dong Zhang, Suresh Chandra Satapathy, David S. Guttery, Juan Manuel Górriz, Shui-Hua Wang
Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network. Inf. Process. Manag. 58 (2) (2021)
Siyuan Lu, Di Wu, Zheng Zhang, Shui-Hua Wang
An Explainable Framework for Diagnosis of COVID-19 Pneumonia via Transfer Learning and Discriminant Correlation Analysis. ACM Trans. Multim. Comput. Commun. Appl. 17 (3s) (2021)
Xi Chen, Qinghua Zhou, Rushi Lan, Shui-Hua Wang, Yu-Dong Zhang, Xiaonan Luo
Sensorineural hearing loss classification via deep-HLNet and few-shot learning. Multim. Tools Appl. 80 (2) (2021)
Cheng Kang, Xiang Yu, Shui-Hua Wang, David S. Guttery, Hari Mohan Pandey, Yingli Tian, Yu-Dong Zhang
A Heuristic Neural Network Structure Relying on Fuzzy Logic for Images Scoring. IEEE Trans. Fuzzy Syst. 29 (1) (2021)
Yu-Dong Zhang, Zheng Zhang, Xin Zhang, Shui-Hua Wang
MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray. Pattern Recognit. Lett. 150 (2021)
Shuaiqi Liu, Xu Wang, Ling Zhao, Jie Zhao, Qi Xin, Shui-Hua Wang
Subject-Independent Emotion Recognition of EEG Signals Based on Dynamic Empirical Convolutional Neural Network. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (5) (2021)
Shui-Hua Wang, Yin Zhang, Xiaochun Cheng, Xin Zhang, Yu-Dong Zhang
PSSPNN: PatchShuffle Stochastic Pooling Neural Network for an Explainable Diagnosis of COVID-19 with Multiple-Way Data Augmentation. Comput. Math. Methods Medicine 2021 (2021)
Heng Tao Shen, Xiaofeng Zhu, Zheng Zhang, Shui-Hua Wang, Yi Chen, Xing Xu, Jie Shao
Heterogeneous data fusion for predicting mild cognitive impairment conversion. Inf. Fusion 66 (2021)
Huan Yang, Xianling Lu, Shui-Hua Wang, Zhihai Lu, Jian Yao, Yizhang Jiang, Pengjiang Qian
Synthesizing Multi-Contrast MR Images Via Novel 3D Conditional Variational Auto-Encoding GAN. Mob. Networks Appl. 26 (1) (2021)
Shui-Hua Wang, Deepak Ranjan Nayak, David S. Guttery, Xin Zhang, Yu-Dong Zhang
COVID-19 classification by CCSHNet with deep fusion using transfer learning and discriminant correlation analysis. Inf. Fusion 68 (2021)
Dao-Yan Lu, Shui-Hua Wang, Shi-Xin Chen, Xin Zhang
Clinical and CT Manifestations of 56 COVID-19 Patients. J. Medical Imaging Health Informatics 11 (9) (2021)
Yu-Dong Zhang, Zhengchao Dong, Juan Manuel Górriz, Yizhang Jiang, Ming Yang, Shui-Hua Wang
IEEE Access Special Section Editorial: Emerging Deep Learning Theories and Methods for Biomedical Engineering. IEEE Access 9 (2021)
Xiang Yu, Siyuan Lu, Lili Guo, Shui-Hua Wang, Yu-Dong Zhang
ResGNet-C: A graph convolutional neural network for detection of COVID-19. Neurocomputing 452 (2021)
Shixi Liu, Xiaojing Hu, Shui-Hua Wang, Yudong Zhang, Xianwen Fang, Cuiqing Jiang
Mixing Patterns in Social Trust Networks: A Social Identity Theory Perspective. IEEE Trans. Comput. Soc. Syst. 8 (5) (2021)
Siyuan Lu, Shui-Hua Wang, Yu-Dong Zhang
Detection of abnormal brain in MRI via improved AlexNet and ELM optimized by chaotic bat algorithm. Neural Comput. Appl. 33 (17) (2021)
Xiang Yu, Shui-Hua Wang, Yu-Dong Zhang
CGNet: A graph-knowledge embedded convolutional neural network for detection of pneumonia. Inf. Process. Manag. 58 (1) (2021)
Shui-Hua Wang, Vishnu Varthanan Govindaraj, Juan Manuel Górriz, Xin Zhang, Yu-Dong Zhang
Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network. Inf. Fusion 67 (2021)
Junding Sun, Xiang Li, Chaosheng Tang, Shui-Hua Wang, Yudong Zhang
MFBCNNC: Momentum factor biogeography convolutional neural network for COVID-19 detection via chest X-ray images. Knowl. Based Syst. 232 (2021)
Si-Yuan Lu, Shui-Hua Wang, Yudong Zhang
A classification method for brain MRI via MobileNet and feedforward network with random weights. Pattern Recognit. Lett. 140 (2020)
Shui-Hua Wang, Xiaosheng Wu, Yu-Dong Zhang, Chaosheng Tang, Xin Zhang
Diagnosis of COVID-19 by Wavelet Renyi Entropy and Three-Segment Biogeography-Based Optimization. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Shui-Hua Wang, Gerry McCann, Ivan Tyukin
Myocardial Infarction Detection and Quantification Based on a Convolution Neural Network with Online Error Correction Capabilities. IJCNN (2020)
Yu-Dong Zhang, Zhengchao Dong, Shui-Hua Wang, Xiang Yu, Xujing Yao, Qinghua Zhou, Hua Hu, Min Li, Carmen Jimenez-Mesa, Javier Ramírez, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz
Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation. Inf. Fusion 64 (2020)
Xiang Yu, Shui-Hua Wang, Xin Zhang, Yudong Zhang
Detection of COVID-19 by GoogLeNet-COD. ICIC (1) (2020)
Shui-Hua Wang, Yu-Dong Zhang
DenseNet-201-Based Deep Neural Network with Composite Learning Factor and Precomputation for Multiple Sclerosis Classification. ACM Trans. Multim. Comput. Commun. Appl. 16 (Special) (2020)
Lijia Deng, Shui-Hua Wang, Yu-Dong Zhang
Fully Optimized Convolutional Neural Network Based on Small-Scale Crowd. ISCAS (2020)