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ORCIDShuihua Wang
Shui-Hua Wang
Person information
- affiliation: Loughborough University, School of Architecture, Building and Civil Engineering, UK
- affiliation (PhD 2017): Nanjing University, China
- affiliation (former): City University of New York, NY, USA
- affiliation (former): Southeast University, Nanjing, China
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2020 – today
- 2024
[j208]Xiang Li, Long Lan, Chang-Yong Sun, Shaowu Yang, Shuihua Wang, Wenjing Yang, Heng Liu, Yudong Zhang
:
DBTN: An adaptive neural network for multiple-disease detection via imbalanced medical images distribution. Appl. Intell. 54(2): 2188-2210 (2024)- [j207]Chunyan Li, Jiaji Wang, Shuihua Wang, Yudong Zhang:
A review of IoT applications in healthcare. Neurocomputing 565: 127017 (2024) - [j206]Jian Wang, Si-Yuan Lu, Shui-Hua Wang, Yu-Dong Zhang:
RanMerFormer: Randomized vision transformer with token merging for brain tumor classification. Neurocomputing 573: 127216 (2024) - [j205]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): 1097-1101 (2024) - 2023
- [j204]Lijia Deng, Qinghua Zhou, Shuihua Wang, Yudong Zhang:
SSRNet: A Deep Learning Network via Spatial-Based Super-resolution Reconstruction for Cell Counting and Segmentation. Adv. Intell. Syst. 5(10) (2023) - [j203]Ziquan Zhu, Zeyu Ren, Siyuan Lu, Shuihua Wang, Yudong Zhang:
DLBCNet: A Deep Learning Network for Classifying Blood Cells. Big Data Cogn. Comput. 7(2): 75 (2023) - [j202]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: 104799 (2023) - [j201]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): 105260 (2023) - [j200]Zeyu Ren, Shuihua Wang, Yudong Zhang:
Weakly supervised machine learning. CAAI Trans. Intell. Technol. 8(3): 549-580 (2023) - [j199]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: 106847 (2023) - [j198]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: 106998 (2023) - [j197]Yue Yu, Jielin Jiang, Heyou Chang, Hao Zheng, Shuihua Wang:
Face Super-Resolution via Joint Edge Information and Attention Aggregation Network. Comput. Electr. Eng. 111(Part A): 108931 (2023) - [j196]Shui-Hua Wang, Muhammad Attique Khan, Ziquan Zhu, Yudong Zhang:
WACPN: A Neural Network for Pneumonia Diagnosis. Comput. Syst. Sci. Eng. 45(1): 21-34 (2023) - [j195]Yudong Zhang, Muhammad Attique Khan, Ziquan Zhu, Shuihua Wang:
SNELM: SqueezeNet-Guided ELM for COVID-19 Recognition. Comput. Syst. Sci. Eng. 46(1): 13-26 (2023) - [j194]Jiaji Wang, Shuihua Wang, Yudong Zhang:
Artificial intelligence for visually impaired. Displays 77: 102391 (2023) - [j193]Jian Wang, Jiaji Wang, Shuihua Wang, Yu-Dong Zhang:
Deep learning in pediatric neuroimaging. Displays 80: 102583 (2023) - [j192]Shuihua Wang, Ahmed M. S. E. K. Abdelaty, Kelly Parke, Jayanth Ranjit Arnold, Gerry P. McCann, Ivan Yu. Tyukin:
MyI-Net: Fully Automatic Detection and Quantification of Myocardial Infarction from Cardiovascular MRI Images. Entropy 25(3): 431 (2023) - [j191]Shaiju Panchikkil, Vazhora Malayil Manikandan, Yudong Zhang, Shuihua Wang:
A Multi-Directional Pixel-Swapping Approach (MPSA) for Entropy-Retained Reversible Data Hiding in Encrypted Images. Entropy 25(4): 563 (2023) - [j190]Xing Guo, Siyuan Lu, Shuihua Wang, Zhihai Lu, Yu-Dong Zhang:
DLSANet: Facial expression recognition with double-code LBP-layer spatial-attention network. IET Image Process. 17(9): 2659-2672 (2023) - [j189]Muhammad Sultan Zia, Usman Ali Baig, Zaka Ur Rehman, Muhammad Yaqub, Shahzad Ahmed, Yudong Zhang, Shuihua Wang, Rizwan Khan:
Contextual information extraction in brain tumour segmentation. IET Image Process. 17(12): 3371-3391 (2023) - [j188]Hengde Zhu, Jian Wang, Shui-Hua Wang, Rajeev Raman, Juan Manuel Górriz, Yudong Zhang:
An Evolutionary Attention-Based Network for Medical Image Classification. Int. J. Neural Syst. 33(3): 2350010:1-2350010:17 (2023) - [j187]Chenxi Huang, Jiaji Wang, Shuihua Wang, Yudong Zhang:
A review of deep learning in dentistry. Neurocomputing 554: 126629 (2023) - [j186]Chenxi Huang, Jian Wang, Shuihua Wang, Yudong Zhang:
Internet of medical things: A systematic review. Neurocomputing 557: 126719 (2023) - [j185]Yudong Zhang, Lijia Deng, Hengde Zhu, Wei Wang, Zeyu Ren, Qinghua Zhou, Siyuan Lu, Shiting Sun, Ziquan Zhu, Juan Manuel Górriz, Shuihua Wang:
Deep learning in food category recognition. Inf. Fusion 98: 101859 (2023) - [j184]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): 5343-5353 (2023) - [j183]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): 5369-5382 (2023) - [j182]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): 5395-5406 (2023) - [j181]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): 5439-5450 (2023) - [j180]Yarong Li, Pengjiang Qian, Shuihua Wang, Shitong Wang:
Novel multi-view Takagi-Sugeno-Kang fuzzy system for epilepsy EEG detection. J. Ambient Intell. Humaniz. Comput. 14(5): 5625-5645 (2023) - [j179]Zhengming Li, Zheng Zhang, Shuihua Wang, Ruijun Ma, Fangyuan Lei, Dan Xiang:
Structured analysis dictionary learning based on discriminative Fisher pair. J. Ambient Intell. Humaniz. Comput. 14(5): 5647-5664 (2023) - [j178]Ruyi Dong, Yanan Liu, Siwen Wang, Ali Asghar Heidari, Mingjing Wang, Yi Chen, Shuihua Wang, Huiling Chen, Yudong Zhang:
Multi-strategy enhanced kernel search optimization and its application in economic emission dispatch problems. J. Comput. Des. Eng. 11(1): 135-172 (2023) - [j177]Xue Han, Zuojin Hu, Shuihua Wang, Yudong Zhang:
A Survey on Deep Learning in COVID-19 Diagnosis. J. Imaging 9(1): 1 (2023) - [j176]Yudong Zhang, Jiaji Wang, Juan Manuel Górriz, Shuihua Wang:
Deep Learning and Vision Transformer for Medical Image Analysis. J. Imaging 9(7): 147 (2023) - [j175]Xiang Yu, Shui-Hua Wang, Yudong Zhang:
Multiple-level thresholding for breast mass detection. J. King Saud Univ. Comput. Inf. Sci. 35(1): 115-130 (2023) - [j174]Chaosheng Tang, Bin Li, Junding Sun, Shui-Hua Wang, Yudong Zhang:
GAM-SpCaNet: Gradient awareness minimization-based spinal convolution attention network for brain tumor classification. J. King Saud Univ. Comput. Inf. Sci. 35(2): 560-575 (2023) - [j173]Junding Sun, Jiuqiang Zhao, Xiaosheng Wu, Chaosheng Tang, Shuihua Wang, Yudong Zhang:
DSGA-Net: Deeply separable gated transformer and attention strategy for medical image segmentation network. J. King Saud Univ. Comput. Inf. Sci. 35(5): 101553 (2023) - [j172]Chaosheng Tang, Mingyang Wei, Junding Sun, Shuihua Wang, Yudong Zhang:
CsAGP: Detecting Alzheimer's disease from multimodal images via dual-transformer with cross-attention and graph pooling. J. King Saud Univ. Comput. Inf. Sci. 35(7): 101618 (2023) - [j171]Zhaozhao Xu, Fangyuan Yang, Hong Wang, Junding Sun, Hengde Zhu, Shuihua Wang, Yudong Zhang:
CGUFS: A clustering-guided unsupervised feature selection algorithm for gene expression data. J. King Saud Univ. Comput. Inf. Sci. 35(9): 101731 (2023) - [j170]Hengde Zhu, Wei Wang, Irek Ulidowski, Qinghua Zhou, Shuihua Wang, Huafeng Chen, Yudong Zhang:
MEEDNets: Medical Image Classification via Ensemble Bio-inspired Evolutionary DenseNets. Knowl. Based Syst. 280: 111035 (2023) - [j169]Qinghua Zhou, Jiaji Wang, Xiang Yu, Shuihua Wang, Yudong Zhang:
A Survey of Deep Learning for Alzheimer's Disease. Mach. Learn. Knowl. Extr. 5(1): 611-668 (2023) - [j168]Hanruo Zhu, Ziquan Zhu, Shuihua Wang, Yu-Dong Zhang:
CovC-ReDRNet: A Deep Learning Model for COVID-19 Classification. Mach. Learn. Knowl. Extr. 5(3): 684-712 (2023) - [j167]Qinghua Zhou, Shuihua Wang, Hengde Zhu, Xin Zhang, Yudong Zhang:
Multiple-instance ensemble for construction of deep heterogeneous committees for high-dimensional low-sample-size data. Neural Networks 167: 380-399 (2023) - [j166]Anitha Rani Inturi, Vazhora Malayil Manikandan, Mahamkali Naveen Kumar, Shuihua Wang, Yudong Zhang:
Synergistic Integration of Skeletal Kinematic Features for Vision-Based Fall Detection. Sensors 23(14): 6283 (2023) - [j165]Wei Zhu, Zhihui Li, Ali Asghar Heidari, Shuihua Wang, Huiling Chen, Yudong Zhang:
An Enhanced RIME Optimizer with Horizontal and Vertical Crossover for Discriminating Microseismic and Blasting Signals in Deep Mines. Sensors 23(21): 8787 (2023) - [j164]Chenxi Huang, Wei Wang, Xin Zhang, Shui-Hua Wang, Yudong Zhang:
Tuberculosis Diagnosis Using Deep Transferred EfficientNet. IEEE ACM Trans. Comput. Biol. Bioinform. 20(5): 2639-2646 (2023) - [j163]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): 5-14 (2023) - [j162]Hengxin Li, Xiaoshuang Shi, Xiaofeng Zhu, Shuihua Wang, Zheng Zhang:
FSNet: Dual Interpretable Graph Convolutional Network for Alzheimer's Disease Analysis. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 15-25 (2023) - [j161]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) - [j160]Alamgir Sardar, Saiyed Umer, Ranjeet Kumar Rout, Shui-Hua Wang, M. Tanveer:
A Secure Face Recognition for IoT-enabled Healthcare System. ACM Trans. Sens. Networks 19(3): 52:1-52:23 (2023) - [i7]Lin Yang, Shuihua Wang, Yudong Zhang:
MEDNC: Multi-ensemble deep neural network for COVID-19 diagnosis. CoRR abs/2304.13135 (2023) - [i6]Ziquan Zhu, Jing Tao, Shuihua Wang, Xin Zhang, Yudong Zhang:
TBDLNet: a network for classifying multidrug-resistant and drug-sensitive tuberculosis. CoRR abs/2310.18222 (2023) - [i5]Wenhao Tang, Junding Sun, Shuihua Wang, Yudong Zhang:
Review of AlexNet for Medical Image Classification. CoRR abs/2311.08655 (2023) - [i4]Xiang Li, Long Lan, Husam Lahza, Shaowu Yang, Shuihua Wang, Wenjing Yang, Hengzhu Liu, Yudong Zhang:
EAFP-Med: An Efficient Adaptive Feature Processing Module Based on Prompts for Medical Image Detection. CoRR abs/2311.15540 (2023) - 2022
- [j159]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): 103239 (2022) - [j158]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: 103786 (2022) - [j157]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: 105531 (2022) - [j156]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: 105812 (2022) - [j155]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: 106151 (2022) - [j154]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: 107805 (2022) - [j153]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: 106587 (2022) - [j152]Qinghua Zhou, Shuihua Wang, Xin Zhang, Yu-Dong Zhang:
WVALE: Weak variational autoencoder for localisation and enhancement of COVID-19 lung infections. Comput. Methods Programs Biomed. 221: 106883 (2022) - [j151]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) - [j150]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) - [j149]Yu-Dong Zhang, Shuai Li, Carlo Cattani, Shui-Hua Wang:
Editorial: Advanced Deep Learning Methods for Biomedical Information Analysis (ADLMBIA). Frontiers Big Data 5: 863060 (2022) - [j148]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): 1 (2022) - [j147]Xiang Yu, Qinghua Zhou, Shuihua Wang, Yudong Zhang:
A systematic survey of deep learning in breast cancer. Int. J. Intell. Syst. 37(1): 152-216 (2022) - [j146]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): 1572-1598 (2022) - [j145]Xiang Yu, Jian Wang, Qingqi Hong, Raja Teku, Shui-Hua Wang, Yu-Dong Zhang:
Transfer learning for medical images analyses: A survey. Neurocomputing 489: 230-254 (2022) - [j144]Chenxi Huang, Jian Wang, Shui-Hua Wang, Yu-Dong Zhang:
Applicable artificial intelligence for brain disease: A survey. Neurocomputing 504: 223-239 (2022) - [j143]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): 330-343 (2022) - [j142]Yudong Zhang, Juan Manuel Górriz, Shuihua Wang:
Modern Forms and New Challenges in Medical Sensors and Body Area Networks. J. Sens. Actuator Networks 11(4): 79 (2022) - [j141]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: 109434 (2022) - [j140]Zhihai Lu, Yan Yan, Shui-Hua Wang:
CMB-net: a deep convolutional neural network for diagnosis of cerebral microbleeds. Multim. Tools Appl. 81(14): 19195-19214 (2022) - [j139]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): 41361-41405 (2022) - [j138]Jian Wang, Siyuan Lu, Shui-Hua Wang, Yu-Dong Zhang:
A review on extreme learning machine. Multim. Tools Appl. 81(29): 41611-41660 (2022) - [j137]Ziquan Zhu, Shuihua Wang:
ODET: Optimized Deep ELM-based Transfer Learning for Breast Cancer Explainable Detection. EAI Endorsed Trans. Scalable Inf. Syst. 10(2): e4 (2022) - [j136]Shuihua Wang, Zhengchao Dong, Zheng Zhang, Yuankai Huo, M. Emre Celebi, Caifeng Shan:
Guest Editorial Emerging Challenges for Deep Learning. IEEE J. Biomed. Health Informatics 26(11): 5287-5288 (2022) - [j135]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): 2:1-2:20 (2022) - [j134]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: 1042-1054 (2022) - [j133]Anqi Bi, Xiaoyang Tian, Shui-Hua Wang, Yudong Zhang:
Dynamic Transfer Exemplar based Facial Emotion Recognition Model Toward Online Video. ACM Trans. Multim. Comput. Commun. Appl. 18(2s): 121:1-121:17 (2022) - [c27]Miguel Martínez-García, Yu Zhang, Shuihua Wang:
Enhancing Stochastic Resonance by Adaptive Colored Noise and Particle Swarm Optimization: An Application to Steering Control. AIM 2022: 1700-1705 - [c26]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: 3-12 - [c25]Wei Wang, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang:
Covid-19 Detection by Wavelet Entropy and Self-adaptive PSO. IWINAC (1) 2022: 125-135 - [c24]Ziquan Zhu, Zeyu Ren, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang:
RDNet: ResNet-18 with Dropout for Blood Cell Classification. IWINAC (1) 2022: 136-144 - [i3]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 abs/2210.14611 (2022) - [i2]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 abs/2210.14909 (2022) - [i1]Shuihua Wang, Ahmed M. S. E. K. Abdelaty, Kelly Parke, Jayanth Ranjit Arnold, Gerry P. McCann, Ivan Yu. Tyukin:
MyI-Net: Fully Automatic Detection and Quantification of Myocardial Infarction from Cardiovascular MRI Images. CoRR abs/2212.13715 (2022) - 2021
- [j132]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: 74038-74043 (2021) - [j131]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: 107567 (2021) - [j130]Shuihua Wang, Zhengchao Dong, Shuai Liu:
Introduction to the special section on data preprocessing for big biomedical data in deep learning models (VSI-dpbd). Comput. Electr. Eng. 90: 107054 (2021) - [j129]Yuteng Xiao, Hongsheng Yin, Shui-Hua Wang, Yu-Dong Zhang:
TReC: Transferred ResNet and CBAM for Detecting Brain Diseases. Frontiers Neuroinformatics 15: 781551 (2021) - [j128]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: 592-605 (2021) - [j127]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: 54-63 (2021) - [j126]Yuanpeng Zhang, Shuihua Wang, Kaijian Xia, Yizhang Jiang, Pengjiang Qian:
Alzheimer's disease multiclass diagnosis via multimodal neuroimaging embedding feature selection and fusion. Inf. Fusion 66: 170-183 (2021) - [j125]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: 208-229 (2021) - [j124]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: 131-148 (2021) - [j123]Shuihua Wang, M. Emre Celebi, Yu-Dong Zhang, Xiang Yu, Siyuan Lu, Xujing Yao, Qinghua Zhou, Miguel Martinez-Garcia, Yingli Tian, Juan Manuel Górriz, Ivan Tyukin:
Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects. Inf. Fusion 76: 376-421 (2021) - [j122]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): 102411 (2021) - [j121]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): 102439 (2021) - [j120]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): 2490-2494 (2021) - [j119]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: 107494 (2021) - [j118]Jian Wang, Hengde Zhu, Shui-Hua Wang, Yu-Dong Zhang:
A Review of Deep Learning on Medical Image Analysis. Mob. Networks Appl. 26(1): 351-380 (2021) - [j117]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): 415-424 (2021) - [j116]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): 2109-2122 (2021) - [j115]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): 10799-10811 (2021) - [j114]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: 8-16 (2021) - [j113]Liu Liu, Reza Zare, Shuihua Wang:
Guest Editorial: Transfer Learning Methods Used in Medical Imaging and Health Informatics. IEEE ACM Trans. Comput. Biol. Bioinform. 18(1): 38-39 (2021) - [j112]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): 1710-1721 (2021) - [j111]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): 1249-1261 (2021) - [j110]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): 34-45 (2021) - [j109]Xiaohong Zhang, Yi Chen, Haofeng Zhang, Shuihua Wang, Jianfeng Lu, Jingyu Yang:
When Visual Disparity Generation Meets Semantic Segmentation: A Mutual Encouragement Approach. IEEE Trans. Intell. Transp. Syst. 22(3): 1853-1867 (2021) - [j108]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): 103:1-103:16 (2021) - [j107]Qi Xin, Shaohao Hu, Shuaiqi Liu, Ling Zhao, Shuihua Wang:
WTRPNet: An Explainable Graph Feature Convolutional Neural Network for Epileptic EEG Classification. ACM Trans. Multim. Comput. Commun. Appl. 17(3s): 107:1-107:18 (2021) - [j106]Shui-Hua Wang, Kaihong Wu, Tianshu Chu, Steven Lawrence 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: 5792975:1-5792975:17 (2021) - 2020
- [j105]Yudong Zhang, Zhengchao Dong, Shuihua Wang, Carlo Cattani:
IEEE Access Special Section Editorial: Deep Learning for Computer-Aided Medical Diagnosis. IEEE Access 8: 96804-96810 (2020) - [j104]Mingchao Du, Min Tao, Jian Hong, Dian Zhou, Shuihua Wang:
Application of Deep Learning Algorithm in Feature Mining and Rapid Identification of Colorectal Image. IEEE Access 8: 128830-128844 (2020) - [j103]Yongshuo Zong, Jinling Chen, Lvqing Yang, Siyi Tao, Cieryouzhen Aoma, Jiangsheng Zhao, Shuihua Wang:
U-net Based Method for Automatic Hard Exudates Segmentation in Fundus Images Using Inception Module and Residual Connection. IEEE Access 8: 167225-167235 (2020) - [j102]Xujing Yao, Xinyue Wang, Yeliz Karaca, Jiayong Xie, Shuihua Wang:
Glomerulus Classification via an Improved GoogLeNet. IEEE Access 8: 176916-176923 (2020) - [j101]Muhammad Attique Khan, Muhammad Shahzad Sarfraz, Majed Alhaisoni, Abdulaziz A. Albesher, Shuihua Wang, Imran Ashraf:
StomachNet: Optimal Deep Learning Features Fusion for Stomach Abnormalities Classification. IEEE Access 8: 197969-197981 (2020) - [j100]Shuihua Wang, Junding Sun, Irfan Mehmood, Chichun Pan, Yi Chen, Yudong Zhang:
Cerebral micro-bleeding identification based on a nine-layer convolutional neural network with stochastic pooling. Concurr. Comput. Pract. Exp. 32(1) (2020) - [j99]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): 1332-1344 (2020) - [j98]Wen Li, Xianwei Jiang, Weibin Sun, Shuihua Wang, Chao Liu, Xuan Zhang, Yudong Zhang, Wei Zhou, Leiying Miao:
Gingivitis identification via multichannel gray-level co-occurrence matrix and particle swarm optimization neural network. Int. J. Imaging Syst. Technol. 30(2): 401-411 (2020) - [j97]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: 149-187 (2020) - [j96]Zhuqing Jiao, Huan Wang, Min Cai, Yin Cao, Ling Zou, Shuihua Wang:
Rich club characteristics of dynamic brain functional networks in resting state. Multim. Tools Appl. 79(21-22): 15075-15093 (2020) - [j95]Shuihua Wang, Yi Chen:
Fruit category classification via an eight-layer convolutional neural network with parametric rectified linear unit and dropout technique. Multim. Tools Appl. 79(21-22): 15117-15133 (2020) - [j94]Shuihua Wang, Jin Hong, Ming Yang:
Sensorineural hearing loss identification via nine-layer convolutional neural network with batch normalization and dropout. Multim. Tools Appl. 79(21-22): 15135-15150 (2020) - [j93]Jin Hong, Shuihua Wang, Hong Cheng, Jie Liu:
Classification of cerebral microbleeds based on fully-optimized convolutional neural network. Multim. Tools Appl. 79(21-22): 15151-15169 (2020) - [j92]Zhuqing Jiao, Min Cai, Xuelian Ming, Yin Cao, Ling Zou, Shuihua Wang:
Module dividing for brain functional networks by employing betweenness efficiency. Multim. Tools Appl. 79(21-22): 15253-15271 (2020) - [j91]Xianwei Jiang, Mingzhou Lu, Shuihua Wang:
An eight-layer convolutional neural network with stochastic pooling, batch normalization and dropout for fingerspelling recognition of Chinese sign language. Multim. Tools Appl. 79(21-22): 15697-15715 (2020) - [j90]Jingyuan Yang, Vishnuvarthanan Govindaraj, Ming Yang, Shuihua Wang:
Hearing loss detection by discrete wavelet transform and multi-layer perceptron trained by nature-inspired algorithms. Multim. Tools Appl. 79(21-22): 15717-15745 (2020) - [j89]Shuihua Wang, Khan Muhammad, Jin Hong, Arun Kumar Sangaiah, Yudong Zhang:
Alcoholism identification via convolutional neural network based on parametric ReLU, dropout, and batch normalization. Neural Comput. Appl. 32(3): 665-680 (2020) - [j88]Zheng Zhang, Qi Zhu, Guo-Sen Xie, Yi Chen, Zhengming Li, Shuihua Wang:
Discriminative margin-sensitive autoencoder for collective multi-view disease analysis. Neural Networks 123: 94-107 (2020) - [j87]Chandan Gautam, Pratik K. Mishra, Aruna Tiwari, Bharat Richhariya, Hari Mohan Pandey, Shuihua Wang, Muhammad Tanveer:
Minimum variance-embedded deep kernel regularized least squares method for one-class classification and its applications to biomedical data. Neural Networks 123: 191-216 (2020) - [j86]Zhenyu Lu, Yanzhong Bai, Yi Chen, Chunqiu Su, Shanshan Lu, Tianming Zhan, Xunning Hong, Shuihua Wang:
The classification of gliomas based on a Pyramid dilated convolution resnet model. Pattern Recognit. Lett. 133: 173-179 (2020) - [j85]Douglas de A. Rodrigues, Roberto F. Ivo, Suresh Chandra Satapathy, Shuihua Wang, D. Jude Hemanth, Pedro Pedrosa Rebouças Filho:
A new approach for classification skin lesion based on transfer learning, deep learning, and IoT system. Pattern Recognit. Lett. 136: 8-15 (2020) - [j84]Feng Chen, Khan Muhammad, Shuihua Wang:
Three-dimensional reconstruction of CT image features based on multi-threaded deep learning calculation. Pattern Recognit. Lett. 136: 309-315 (2020) - [j83]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: 252-260 (2020) - [j82]Xianwei Jiang, Bo Hu, Suresh Chandra Satapathy, Shuihua Wang, Yudong Zhang:
Fingerspelling Identification for Chinese Sign Language via AlexNet-Based Transfer Learning and Adam Optimizer. Sci. Program. 2020: 3291426:1-3291426:13 (2020) - [j81]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(2s): 60:1-60:19 (2020) - [c23]Xiang Yu, Shui-Hua Wang, Xin Zhang, Yudong Zhang:
Detection of COVID-19 by GoogLeNet-COD. ICIC (1) 2020: 499-509 - [c22]Shui-Hua Wang, Gerry P. McCann, Ivan Tyukin:
Myocardial Infarction Detection and Quantification Based on a Convolution Neural Network with Online Error Correction Capabilities. IJCNN 2020: 1-8 - [c21]Lijia Deng, Shui-Hua Wang, Yu-Dong Zhang:
Fully Optimized Convolutional Neural Network Based on Small-Scale Crowd. ISCAS 2020: 1-5 - [e2]Yu-Dong Zhang, Shui-Hua Wang, Shuai Liu:
Multimedia Technology and Enhanced Learning, Second EAI International Conference, ICMTEL 2020, Leicester, UK, April 10-11, 2020, Proceedings, Part I. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 326, Springer 2020, ISBN 978-3-030-51099-2 [contents] - [e1]Yu-Dong Zhang, Shui-Hua Wang, Shuai Liu:
Multimedia Technology and Enhanced Learning, Second EAI International Conference, ICMTEL 2020, Leicester, UK, April 10-11, 2020, Proceedings, Part II. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 327, Springer 2020, ISBN 978-3-030-51102-9 [contents]
2010 – 2019
- 2019
- [j80]Shuai Liu, Weiling Bai, Nianyin Zeng, Shuihua Wang:
A Fast Fractal Based Compression for MRI Images. IEEE Access 7: 62412-62420 (2019) - [j79]Zhuqing Jiao, Zhengwang Xia, Xuelian Ming, Chun Cheng, Shuihua Wang:
Multi-Scale Feature Combination of Brain Functional Network for eMCI Classification. IEEE Access 7: 74263-74273 (2019) - [j78]Kaijian Xia, Hongsheng Yin, Pengjiang Qian, Yizhang Jiang, Shuihua Wang:
Liver Semantic Segmentation Algorithm Based on Improved Deep Adversarial Networks in Combination of Weighted Loss Function on Abdominal CT Images. IEEE Access 7: 96349-96358 (2019) - [j77]Hongbin Yu, Hongtao Lu, Shuihua Wang, Kaijian Xia, Yizhang Jiang, Pengjiang Qian:
A General Common Spatial Patterns for EEG Analysis With Applications to Vigilance Detection. IEEE Access 7: 111102-111114 (2019) - [j76]Di Wu, Yudong Zhang, Daiyin Zhu, Shuihua Wang, Mingwei Shen:
A Channel Calibration Algorithm Based on Isolated Scatterers for Multi-Channel HRWS-SAR. IEEE Access 7: 135665-135677 (2019) - [j75]Xiang Yu, Shuihua Wang:
Abnormality Diagnosis in Mammograms by Transfer Learning Based on ResNet18. Fundam. Informaticae 168(2-4): 219-230 (2019) - [j74]Jin Hong, Hong Cheng, Shuihua Wang, Jie Liu:
Improvement of Cerebral Microbleeds Detection Based on Discriminative Feature Learning. Fundam. Informaticae 168(2-4): 231-248 (2019) - [j73]Shuihua Wang, Yudong Zhang, Ming Yang, Bin Liu, Javier Ramírez, Juan Manuel Górriz:
Unilateral sensorineural hearing loss identification based on double-density dual-tree complex wavelet transform and multinomial logistic regression. Integr. Comput. Aided Eng. 26(4): 411-426 (2019) - [j72]Wen Li, Yiyang Chen, Weibin Sun, Mackenzie Brown, Xuan Zhang, Shuihua Wang, Leiying Miao:
A gingivitis identification method based on contrast-limited adaptive histogram equalization, gray-level co-occurrence matrix, and extreme learning machine. Int. J. Imaging Syst. Technol. 29(1): 77-82 (2019) - [j71]Zhi Li, Shuihua Wang, Rui-Rui Fan, Gang Cao, Yudong Zhang, Ting Guo:
Teeth category classification via seven-layer deep convolutional neural network with max pooling and global average pooling. Int. J. Imaging Syst. Technol. 29(4): 577-583 (2019) - [j70]Yudong Zhang, Zhengchao Dong, Xianqing Chen, Wenjuan Jia, Sidan Du, Khan Muhammad, Shuihua Wang:
Image based fruit category classification by 13-layer deep convolutional neural network and data augmentation. Multim. Tools Appl. 78(3): 3613-3632 (2019) - [j69]Wenjuan Jia, Khan Muhammad, Shuihua Wang, Yudong Zhang:
Five-category classification of pathological brain images based on deep stacked sparse autoencoder. Multim. Tools Appl. 78(4): 4045-4064 (2019) - [c20]Haiyan Wang, Xuejian Rong, Liang Yang, Shuihua Wang, Yingli Tian:
Towards Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes. BMVC 2019: 284 - 2018
- [b1]Shuihua Wang, Yudong Zhang, Zhengchao Dong, Preetha Phillips:
Pathological Brain Detection. Springer 2018, ISBN 978-981-10-4025-2, pp. 1-210 - [j68]Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi, Shuihua Wang:
Combining extreme learning machine with modified sine cosine algorithm for detection of pathological brain. Comput. Electr. Eng. 68: 366-380 (2018) - [j67]Zhuqing Jiao, Zhengwang Xia, Min Cai, Ling Zou, Jianbo Xiang, Shuihua Wang:
Hub recognition for brain functional networks by using multiple-feature combination. Comput. Electr. Eng. 69: 740-752 (2018) - [j66]Tayyab Ateeq, Muhammad Nadeem Majeed, Syed Muhammad Anwar, Muazzam Maqsood, Zahoor-Ur Rehman, Jong Weon Lee, Khan Muhammad, Shuihua Wang, Sung Wook Baik, Irfan Mehmood:
Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI. Comput. Electr. Eng. 69: 768-781 (2018) - [j65]Shuihua Wang, Khan Muhammad, Yi-Ding Lv, Yuxiu Sui, Liangxiu Han, Yudong Zhang:
Identification of Alcoholism Based on Wavelet Renyi Entropy and Three-Segment Encoded Jaya Algorithm. Complex. 2018: 3198184:1-3198184:13 (2018) - [j64]Shuihua Wang, Hong Cheng, Preetha Phillips, Yudong Zhang:
Multiple Sclerosis Identification Based on Fractional Fourier Entropy and a Modified Jaya Algorithm. Entropy 20(4): 254 (2018) - [j63]Shuihua Wang, Preetha Phillips, Zhengchao Dong, Yudong Zhang:
Intelligent facial emotion recognition based on stationary wavelet entropy and Jaya algorithm. Neurocomputing 272: 668-676 (2018) - [j62]Shuihua Wang, Yi-Ding Lv, Yuxiu Sui, Shuai Liu, Su-Jing Wang, Yudong Zhang:
Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling. J. Medical Syst. 42(1): 2:1-2:11 (2018) - [j61]Wenjuan Jia, Ming Yang, Shuihua Wang:
Author Correction: Three-Category Classification of Magnetic Resonance Hearing Loss Images Based on Deep Autoencoder. J. Medical Syst. 42(2): 31:1 (2018) - [j60]Shuihua Wang, Preetha Phillips, Yuxiu Sui, Bin Liu, Ming Yang, Hong Cheng:
Classification of Alzheimer's Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling. J. Medical Syst. 42(5): 85:1-85:11 (2018) - [j59]Zhuqing Jiao, Kai Ma, Yiling Rong, Peng Wang, Hongkai Zhang, Shuihua Wang:
A path planning method using adaptive polymorphic ant colony algorithm for smart wheelchairs. J. Comput. Sci. 25: 50-57 (2018) - [j58]Shuihua Wang, Junding Sun, Preetha Phillips, Guihu Zhao, Yudong Zhang:
Polarimetric synthetic aperture radar image segmentation by convolutional neural network using graphical processing units. J. Real Time Image Process. 15(3): 631-642 (2018) - [j57]Shuihua Wang, Sidan Du, Abdon Atangana, Aijun Liu, Zeyuan Lu:
Application of stationary wavelet entropy in pathological brain detection. Multim. Tools Appl. 77(3): 3701-3714 (2018) - [j56]Siyuan Lu, Zhihai Lu, Jianfei Yang, Ming Yang, Shuihua Wang:
A pathological brain detection system based on kernel based ELM. Multim. Tools Appl. 77(3): 3715-3728 (2018) - [j55]Xueyan Wu, Jiquan Yang, Shuihua Wang:
Tea category identification based on optimal wavelet entropy and weighted k-Nearest Neighbors algorithm. Multim. Tools Appl. 77(3): 3745-3759 (2018) - [j54]Yi Chen, Ming Yang, Xianqing Chen, Bin Liu, Hainan Wang, Shuihua Wang:
Sensorineural hearing loss detection via discrete wavelet transform and principal component analysis combined with generalized eigenvalue proximal support vector machine and Tikhonov regularization. Multim. Tools Appl. 77(3): 3775-3793 (2018) - [j53]Yi Chen, Yin Zhang, Huimin Lu, Xian-Qing Chen, Jianwu Li, Shuihua Wang:
Wavelet energy entropy and linear regression classifier for detecting abnormal breasts. Multim. Tools Appl. 77(3): 3813-3832 (2018) - [j52]Shuihua Wang, Yin Zhang, Yujie Li, Wen-Juan Jia, Fang-Yuan Liu, Meng-Meng Yang, Yudong Zhang:
Single slice based detection for Alzheimer's disease via wavelet entropy and multilayer perceptron trained by biogeography-based optimization. Multim. Tools Appl. 77(9): 10393-10417 (2018) - [j51]Yudong Zhang, Yin Zhang, Xiao-Xia Hou, Hong Chen, Shuihua Wang:
Seven-layer deep neural network based on sparse autoencoder for voxelwise detection of cerebral microbleed. Multim. Tools Appl. 77(9): 10521-10538 (2018) - [j50]Yudong Zhang, Xiao-Xia Hou, Yi Chen, Hong Chen, Ming Yang, Jiquan Yang, Shuihua Wang:
Voxelwise detection of cerebral microbleed in CADASIL patients by leaky rectified linear unit and early stopping. Multim. Tools Appl. 77(17): 21825-21845 (2018) - 2017
- [j49]Juan Manuel Górriz, Javier Ramírez, John Suckling, Ignacio Álvarez Illán, Andrés Ortiz García, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez, Shuihua Wang:
Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM. IEEE Access 5: 11468-11478 (2017) - [j48]Shuihua Wang, Yongyan Jiang, Xiaoxia Hou, Hong Cheng, Sidan Du:
Cerebral Micro-Bleed Detection Based on the Convolution Neural Network With Rank Based Average Pooling. IEEE Access 5: 16576-16583 (2017) - [j47]Yudong Zhang, Yin Zhang, Yi-Ding Lv, Xiao-Xia Hou, Fang-Yuan Liu, Wen-Juan Jia, Meng-Meng Yang, Preetha Phillips, Shuihua Wang:
Alcoholism detection by medical robots based on Hu moment invariants and predator-prey adaptive-inertia chaotic particle swarm optimization. Comput. Electr. Eng. 63: 126-138 (2017) - [j46]Siyuan Lu, Shuihua Wang, Yudong Zhang:
A note on the marker-based watershed method for X-ray image segmentation. Comput. Methods Programs Biomed. 141: 1-2 (2017) - [j45]Bo Shi, Yudong Zhang, Chaochao Yuan, Shuihua Wang, Peng Li:
Entropy Analysis of Short-Term Heartbeat Interval Time Series during Regular Walking. Entropy 19(10): 568 (2017) - [j44]Yudong Zhang, Shuihua Wang, Jianfei Yang, Zheng Zhang, Preetha Phillips, Ping Sun, Jie Yan:
A Comprehensive Survey on Fractional Fourier Transform. Fundam. Informaticae 151(1-4): 1-48 (2017) - [j43]Shuihua Wang, Ravipudi Venkata Rao, Peng Chen, Yudong Zhang, Aijun Liu, Ling Wei:
Abnormal Breast Detection in Mammogram Images by Feed-forward Neural Network Trained by Jaya Algorithm. Fundam. Informaticae 151(1-4): 191-211 (2017) - [j42]Shuihua Wang, Peng Li, Peng Chen, Preetha Phillips, Ge Liu, Sidan Du, Yudong Zhang:
Pathological Brain Detection via Wavelet Packet Tsallis Entropy and Real-Coded Biogeography-based Optimization. Fundam. Informaticae 151(1-4): 275-291 (2017) - [j41]Shuihua Wang, Preetha Phillips, Aijun Liu, Sidan Du:
Tea Category Identification using Computer Vision and Generalized Eigenvalue Proximal SVM. Fundam. Informaticae 151(1-4): 325-339 (2017) - [j40]Carlo Cattani, Emanuel Guariglia, Shuihua Wang:
On the Critical Strip of the Riemann zeta Fractional Derivative. Fundam. Informaticae 151(1-4): 459-472 (2017) - [j39]Shuihua Wang, Ming Yang, Jianwu Li, Xueyan Wu, Hainan Wang, Bin Liu, Zhengchao Dong, Yudong Zhang:
Texture Analysis Method Based on Fractional Fourier Entropy and Fitness-scaling Adaptive Genetic Algorithm for Detecting Left-sided and Right-sided Sensorineural Hearing Loss. Fundam. Informaticae 151(1-4): 505-521 (2017) - [j38]Yudong Zhang, Jianfei Yang, Shuihua Wang, Zhengchao Dong, Preetha Phillips:
Pathological brain detection in MRI scanning via Hu moment invariants and machine learning. J. Exp. Theor. Artif. Intell. 29(2): 299-312 (2017) - [j37]Wenjuan Jia, Ming Yang, Shuihua Wang:
Three-Category Classification of Magnetic Resonance Hearing Loss Images Based on Deep Autoencoder. J. Medical Syst. 41(10): 165:1-165:11 (2017) - [c19]Meng-Meng Yang, Preetha Phillips, Shuihua Wang, Yudong Zhang:
Leaf Recognition for Plant Classification Based on Wavelet Entropy and Back Propagation Neural Network. ICIRA (3) 2017: 367-376 - [c18]Siyuan Lu, Zhihai Lu, Xianqing Chen, Shuihua Wang, Yudong Zhang:
Flower classification based on single petal image and machine learning methods. ICNC-FSKD 2017: 826-831 - [c17]Shuihua Wang, Wen-Juan Jia, Yudong Zhang:
Ford Motorcar Identification from Single-Camera Side-View Image Based on Convolutional Neural Network. IDEAL 2017: 173-180 - [c16]Shuihua Wang, Wankou Yang, Zhengchao Dong, Preetha Phillips, Yudong Zhang:
Facial Emotion Recognition via Discrete Wavelet Transform, Principal Component Analysis, and Cat Swarm Optimization. IScIDE 2017: 203-214 - [c15]Shuihua Wang, Sidan Du, Yang Li, Huimin Lu, Ming Yang, Bin Liu, Yudong Zhang:
Hearing Loss Detection in Medical Multimedia Data by Discrete Wavelet Packet Entropy and Single-Hidden Layer Neural Network Trained by Adaptive Learning-Rate Back Propagation. ISNN (2) 2017: 541-549 - [c14]Shuihua Wang, Yudong Zhang, Ming Yang, Bin Liu, Javier Ramírez, Juan Manuel Górriz:
Preliminary Study on Unilateral Sensorineural Hearing Loss Identification via Dual-Tree Complex Wavelet Transform and Multinomial Logistic Regression. IWINAC (1) 2017: 289-297 - [c13]Wen-Juan Jia, Shuihua Wang, Huimin Lu, Ying Shao, Elizabeth Lee, Yudong Zhang:
Ford Motor Side-View Recognition System Based on Wavelet Entropy and Back Propagation Neural Network and Levenberg-Marquardt Algorithm. PAAP 2017: 3-12 - 2016
- [j36]Yudong Zhang, Xian-Qing Chen, Tianming Zhan, Zhu-Qing Jiao, Yi Sun, Zhi-Min Chen, Yu Yao, Lan-Ting Fang, Yi-Ding Lv, Shuihua Wang:
Fractal Dimension Estimation for Developing Pathological Brain Detection System Based on Minkowski-Bouligand Method. IEEE Access 4: 5937-5947 (2016) - [j35]Shuihua Wang, Tianming Zhan, Yi Chen, Yin Zhang, Ming Yang, Huimin Lu, Hainan Wang, Bin Liu, Preetha Phillips:
Multiple Sclerosis Detection Based on Biorthogonal Wavelet Transform, RBF Kernel Principal Component Analysis, and Logistic Regression. IEEE Access 4: 7567-7576 (2016) - [j34]Yudong Zhang, Zhangjing Yang, Huimin Lu, Xingxing Zhou, Preetha Phillips, Qing-Ming Liu, Shuihua Wang:
Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation. IEEE Access 4: 8375-8385 (2016) - [j33]Yudong Zhang, Xiaojun Yang, Carlo Cattani, Ravipudi Venkata Rao, Shuihua Wang, Preetha Phillips:
Tea Category Identification Using a Novel Fractional Fourier Entropy and Jaya Algorithm. Entropy 18(3): 77 (2016) - [j32]Shuihua Wang, Ming Yang, Yin Zhang, Jianwu Li, Ling Zou, Siyuan Lu, Bin Liu, Jiquan Yang, Yudong Zhang:
Detection of Left-Sided and Right-Sided Hearing Loss via Fractional Fourier Transform. Entropy 18(5): 194 (2016) - [j31]Yudong Zhang, Preetha Phillips, Shuihua Wang, Genlin Ji, Jiquan Yang, Jianguo Wu:
Fruit classification by biogeography-based optimization and feedforward neural network. Expert Syst. J. Knowl. Eng. 33(3): 239-253 (2016) - [j30]Shuihua Wang, Ming Yang, Sidan Du, Jiquan Yang, Bin Liu, Juan Manuel Górriz, Javier Ramírez, Ti-Fei Yuan, Yudong Zhang:
Wavelet Entropy and Directed Acyclic Graph Support Vector Machine for Detection of Patients with Unilateral Hearing Loss in MRI Scanning. Frontiers Comput. Neurosci. 10: 106 (2016) - [j29]Siyuan Lu, Shuihua Wang, Yudong Zhang:
A note on the weight of inverse complexity in improved hybrid genetic algorithm. J. Medical Syst. 40(6): 150:1-150:2 (2016) - [j28]Yudong Zhang, Yi Sun, Preetha Phillips, Ge Liu, Xingxing Zhou, Shuihua Wang:
A Multilayer Perceptron Based Smart Pathological Brain Detection System by Fractional Fourier Entropy. J. Medical Syst. 40(7): 173:1-173:11 (2016) - [j27]Gelan Yang, Yudong Zhang, Jiquan Yang, Genlin Ji, Zhengchao Dong, Shuihua Wang, Chunmei Feng, Qiong Wang:
Automated classification of brain images using wavelet-energy and biogeography-based optimization. Multim. Tools Appl. 75(23): 15601-15617 (2016) - [j26]Shuihua Wang, Zeyuan Lu, Ling Wei, Genlin Ji, Jiquan Yang:
Fitness-scaling adaptive genetic algorithm with local search for solving the Multiple Depot Vehicle Routing Problem. Simul. 92(7): 601-616 (2016) - [j25]Shuihua Wang, Jianfei Yang, Ge Liu, Sidan Du, Jie Yan:
Multi-objective path finding in stochastic networks using a biogeography-based optimization method. Simul. 92(7): 637-647 (2016) - [j24]Xingxing Zhou, Jianfei Yang, Hui Sheng, Ling Wei, Jie Yan, Ping Sun, Shuihua Wang:
Combination of stationary wavelet transform and kernel support vector machines for pathological brain detection. Simul. 92(9): 827-837 (2016) - [j23]Yudong Zhang, Siyuan Lu, Xingxing Zhou, Ming Yang, Lenan Wu, Bin Liu, Preetha Phillips, Shuihua Wang:
Comparison of machine learning methods for stationary wavelet entropy-based multiple sclerosis detection: decision tree, k-nearest neighbors, and support vector machine. Simul. 92(9): 861-871 (2016) - [j22]Yudong Zhang, Xueyan Wu, Siyuan Lu, Hainan Wang, Preetha Phillips, Shuihua Wang:
Smart detection on abnormal breasts in digital mammography based on contrast-limited adaptive histogram equalization and chaotic adaptive real-coded biogeography-based optimization. Simul. 92(9): 873-885 (2016) - [c12]Yudong Zhang, Xiao-Xia Hou, Yi-Ding Lv, Hong Chen, Yin Zhang, Shuihua Wang:
Sparse Autoencoder Based Deep Neural Network for Voxelwise Detection of Cerebral Microbleed. ICPADS 2016: 1229-1232 - [c11]Shuihua Wang, Lenan Wu, Yuankai Huo, Xueyan Wu, Hainan Wang, Yudong Zhang:
Predict Two-Dimensional Protein Folding Based on Hydrophobic-Polar Lattice Model and Chaotic Clonal Genetic Algorithm. IDEAL 2016: 10-17 - [c10]Siyuan Lu, Zhihai Lu, Preetha Phillips, Shuihua Wang, Jianguo Wu, Yudong Zhang:
Fruit classification by HPA-SLFN. WCSP 2016: 1-5 - 2015
- [j21]Yudong Zhang, Shuihua Wang, Preetha Phillips, Zhengchao Dong, Genlin Ji, Jiquan Yang:
Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC. Biomed. Signal Process. Control. 21: 58-73 (2015) - [j20]Shuihua Wang, MengMeng Chen, Yang Li, Yudong Zhang, Liangxiu Han, Jane Wu, Sidan Du:
Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks. Comput. Math. Methods Medicine 2015: 454076:1-454076:12 (2015) - [j19]Yudong Zhang, Zhengchao Dong, Shuihua Wang, Genlin Ji, Jiquan Yang:
Preclinical Diagnosis of Magnetic Resonance (MR) Brain Images via Discrete Wavelet Packet Transform with Tsallis Entropy and Generalized Eigenvalue Proximal Support Vector Machine (GEPSVM). Entropy 17(4): 1795-1813 (2015) - [j18]Shuihua Wang, Yudong Zhang, Genlin Ji, Jiquan Yang, Jianguo Wu, Ling Wei:
Fruit Classification by Wavelet-Entropy and Feedforward Neural Network Trained by Fitness-Scaled Chaotic ABC and Biogeography-Based Optimization. Entropy 17(8): 5711-5728 (2015) - [j17]Shuihua Wang, Xiaojun Yang, Yudong Zhang, Preetha Phillips, Jianfei Yang, Ti-Fei Yuan:
Identification of Green, Oolong and Black Teas in China via Wavelet Packet Entropy and Fuzzy Support Vector Machine. Entropy 17(10): 6663-6682 (2015) - [j16]Shuihua Wang, Yudong Zhang, Xiaojun Yang, Ping Sun, Zhengchao Dong, Aijun Liu, Ti-Fei Yuan:
Pathological Brain Detection by a Novel Image Feature - Fractional Fourier Entropy. Entropy 17(12): 8278-8296 (2015) - [j15]Yudong Zhang, Zhengchao Dong, Preetha Phillips, Shuihua Wang, Genlin Ji, Jiquan Yang, Ti-Fei Yuan:
Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning. Frontiers Comput. Neurosci. 9: 66 (2015) - [j14]Shuihua Wang, Yudong Zhang, Zhengchao Dong, Sidan Du, Genlin Ji, Jie Yan, Jiquan Yang, Qiong Wang, Chunmei Feng, Preetha Phillips:
Feed-forward neural network optimized by hybridization of PSO and ABC for abnormal brain detection. Int. J. Imaging Syst. Technol. 25(2): 153-164 (2015) - [j13]Yudong Zhang, Shufang Chen, Shuihua Wang, Jianfei Yang, Preetha Phillips:
Magnetic resonance brain image classification based on weighted-type fractional Fourier transform and nonparallel support vector machine. Int. J. Imaging Syst. Technol. 25(4): 317-327 (2015) - [j12]Yudong Zhang, Zhengchao Dong, Preetha Phillips, Shuihua Wang, Genlin Ji, Jiquan Yang:
Exponential Wavelet Iterative Shrinkage Thresholding Algorithm for compressed sensing magnetic resonance imaging. Inf. Sci. 322: 115-132 (2015) - [j11]Yudong Zhang, Zhengchao Dong, Genlin Ji, Shuihua Wang:
Effect of spider-web-plot in MR brain image classification. Pattern Recognit. Lett. 62: 14-16 (2015) - [c9]Shuihua Wang, Genlin Ji, Jiquan Yang, Xingxing Zhou, Yudong Zhang:
A TS-PSO Based Artificial Neural Network for Short-Term Load Forecast. HPCA (China) 2015: 31-37 - [c8]Xingxing Zhou, Guangshuai Zhang, Zhengchao Dong, Shuihua Wang, Yudong Zhang:
Tea Category Classification Based on Feed-Forward Neural Network and Two-Dimensional Wavelet Entropy. HPCA (China) 2015: 48-54 - [c7]Shuihua Wang, Xingxing Zhou, Guangshuai Zhang, Genlin Ji, Jiquan Yang, Zheng Zhang, Zeyuan Lu, Yudong Zhang:
Cluster Analysis by Variance Ratio Criterion and Quantum-Behaved PSO. ICCCS 2015: 285-293 - [c6]Yudong Zhang, Shuihua Wang, Genlin Ji, Zhengchao Dong, Jie Yan:
Preliminary Research on Combination of Exponential Wavelet and FISTA for CS-MRI. IWBBIO (1) 2015: 175-182 - [c5]Xingxing Zhou, Shuihua Wang, Wei Xu, Genlin Ji, Preetha Phillips, Ping Sun, Yudong Zhang:
Detection of Pathological Brain in MRI Scanning Based on Wavelet-Entropy and Naive Bayes Classifier. IWBBIO (1) 2015: 201-209 - 2014
- [j10]Shuihua Wang, Hangrong Pan, Chenyang Zhang, Yingli Tian:
RGB-D image-based detection of stairs, pedestrian crosswalks and traffic signs. J. Vis. Commun. Image Represent. 25(2): 263-272 (2014) - [j9]Yudong Zhang, Shuihua Wang, Preetha Phillips, Genlin Ji:
Binary PSO with mutation operator for feature selection using decision tree applied to spam detection. Knowl. Based Syst. 64: 22-31 (2014) - 2013
- [j8]Shuihua Wang, Xiaodong Yang, Yingli Tian:
Detecting signage and doors for blind navigation and wayfinding. Netw. Model. Anal. Health Informatics Bioinform. 2(2): 81-93 (2013) - 2012
- [j7]Geng Wei, Lenan Wu, Shuihua Wang, Chenhao Qi:
Fast mode selection for H.264 video coding standard based on motion region classification. Multim. Tools Appl. 58(3): 453-466 (2012) - [c4]Shuihua Wang, Yingli Tian:
Detecting stairs and pedestrian crosswalks for the blind by RGBD camera. BIBM Workshops 2012: 732-739 - [c3]Shuihua Wang, Yingli Tian:
Camera-Based Signage Detection and Recognition for Blind Persons. ICCHP (2) 2012: 17-24 - 2011
- [j6]Yudong Zhang, Lenan Wu, Geng Wei, Shuihua Wang:
A novel algorithm for all pairs shortest path problem based on matrix multiplication and pulse coupled neural network. Digit. Signal Process. 21(4): 517-521 (2011) - [j5]Yudong Zhang, Zhengchao Dong, Lenan Wu, Shuihua Wang:
A hybrid method for MRI brain image classification. Expert Syst. Appl. 38(8): 10049-10053 (2011) - [j4]Yudong Zhang, Shuihua Wang, Lenan Wu, Yuankai Huo:
Multi-channel Diffusion Tensor Image Registration via adaptive chaotic PSO. J. Comput. 6(4): 825-829 (2011) - [c2]Shuihua Wang, Yingli Tian:
Indoor signage detection based on saliency map and bipartite graph matching. BIBM Workshops 2011: 518-525 - 2010
- [j3]Yudong Zhang, Lenan Wu, Shuihua Wang, Geng Wei:
Color image enhancement based on HVS and PCNN. Sci. China Inf. Sci. 53(10): 1963-1976 (2010) - [j2]Li Fan, Yudong Zhang, Zhenyu Zhou, David P. Semanek, Shuihua Wang, Lenan Wu:
An Improved Image Fusion Algorithm Based on Wavelet Decomposition. J. Convergence Inf. Technol. 5(10): 15-21 (2010) - [c1]Shuihua Wang, Lenan Wu:
A novel hybrid genetic algorithm for global optimization. ICNC 2010: 1058-1061
2000 – 2009
- 2009
- [j1]Yudong Zhang, Lenan Wu, Nabil Neggaz, Shuihua Wang, Geng Wei:
Remote-Sensing Image Classification Based on an Improved Probabilistic Neural Network. Sensors 9(9): 7516-7539 (2009)
Coauthor Index
Juan Manuel Górriz
aka: Juan Manuel Górriz Sáez
aka: Juan Manuel Górriz Sáez
Siyuan Lu
aka: Si-Yuan Lu
aka: Si-Yuan Lu
[j208] [j205] [j204] [j203] [j200] [j199] [j198] [j196] [j195] [j194] [j193] [j191] [j190] [j189] [j188] [j187] [j186] [j185] [j178] [j177] [j176] [j175] [j174] [j173] [j172] [j170] [j169] [j168] [j167] [j166] [j165] [j164] [j163] [i7] [i6] [i5] [j158] [j157] [j156] [j155] [j153] [j152] [j150] [j149] [j148] [j147] [j146] [j145] [j144] [j143] [j142] [j141] [j139] [j138] [j135] [j133] [c26] [c25] [c24] [i3] [i2] [j132] [j131] [j129] [j128] [j125] [j124] [j123] [j122] [j121] [j119] [j118] [j116] [j115] [j114] [j111] [j110] [j106] [j105] [j100] [j99] [j98] [j97] [j89] [j83] [j82] [j81] [c23] [c21] [e2] [e1] [j76] [j73] [j71] [j70] [j69] [b1] [j65] [j64] [j63] [j62] [j58] [j52] [j51] [j50] [j47] [j46] [j45] [j44] [j43] [j42] [j39] [j38] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [j36] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j23] [j22] [c12] [c11] [c10] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [c9] [c8] [c7] [c6] [c5] [j9] [j6] [j5] [j4] [j3] [j2] [j1]
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