Ta Zhou

Jiangsu University — China

Medicine · Health Sciences

17h-index1.0kcitations126works5.02yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(15), Fuzzy Logic and Control Systems(14), Neural Networks and Applications(9), Complex Network Analysis Techniques(8), EEG and Brain-Computer Interfaces(8)

Publications126 total

Establishment of a CT-based radiomic feature robustness databank for OPC patients via image perturbation in a multi-institutional study: a practical method to safeguard model generalizability
Frontiers in Oncology·2025Open Access
Fully & partially-transmitted-rule fusion: A novel hierarchical fuzzy classification with application to nasopharyngeal cancer’s metastasis prediction
Fuzzy Sets and Systems·2025
A LoRa-Based Multi-Node System for Laboratory Safety Monitoring and Intelligent Early-Warning: Towards Multi-Source Sensing and Heterogeneous Networks
Sensors·2025Open Access
Mechanisms of river dam formation by debris flows highlighted through comparison with dry avalanches
Engineering Geology·2025
Two-interaction iterative multi-layer classification model for EEG signals using support vector machines
Alexandria Engineering Journal·2025· 1 citedOpen Access
Numerical Simulation of Gas Drainage via Cross-Measure Boreholes in Deep Inclined Coal Seams
Energies·2025· 1 citedOpen Access
A Hierarchical Fuzzy Classifier for Radiation Dermatitis Diagnosis Based on Rule-Feature Reconstruction and Specific Approximation
International Journal of Pattern Recognition and Artificial Intelligence·2025
DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks
2025
Interpretable TSK Fuzzy Classification with Preserved Approximate Physical Properties for Source Space Features
Journal of Control Automation and Electrical Systems·2025· 1 cited
A Lightweight TSK Fuzzy Classifier With Quantitative Equivalent Fuzzy Rules via Adaptive Weighting
IEEE Transactions on Fuzzy Systems·2025
A Hierarchical-approximation-based Interpretable Multi-view TSK Fuzzy Classification for Diverse Aggregates of Fuzzy Rules
International Journal of Control Automation and Systems·2025
Improved two-view interactional fuzzy learning based on mutual-rectification and knowledge-mergence
Neural Networks·2025Open Access
3244 A novel fuzzy statistical approach for texture features with higher reliability and modeling performance in radiomics analysis of oropharyngeal cancer
Radiotherapy and Oncology·2025
DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks
arXiv (Cornell University)·2025Open Access
Feature-targeted deep learning framework for pulmonary tumorous Cone-beam CT (CBCT) enhancement with multi-task customized perceptual loss and feature-guided CycleGAN
Computerized Medical Imaging and Graphics·2025· 3 cited
Study on Microstructure Evolution Characteristics of Coal in Low Temperature Oxidation Stage in Goaf of Longfeng Coal Mine
Combustion Science and Technology·2024· 17 cited
Motion and anatomy dual aware lung ventilation imaging by integrating Jacobian map and average CT image using dual path fusion network
Medical Physics·2024· 4 citedOpen Access
Non-contrasted computed tomography (NCCT) based chronic thromboembolic pulmonary hypertension (CTEPH) automatic diagnosis using cascaded network with multiple instance learning
Physics in Medicine and Biology·2024· 3 citedOpen Access
Deep Reconciled and Self-Paced TSK Fuzzy System Ensemble for Imbalanced Data Classification: Architecture, Interpretability, and Theory
IEEE Transactions on Fuzzy Systems·2024· 9 cited
A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion
Information Sciences·2024· 4 cited
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Frequent Co-authors

Jing Cai(18), Yuanpeng Zhang(14), Saikit Lam(13), Jiang Zhang(12), Bing Li(10), Xinzhi Teng(9), Zongrui Ma(8), Ge Ren(8), Yuanpeng Zhang(6), Shitong Wang(5), Guanjin Wang(5), Hong Ge(4), Kup‐Sze Choi(4), Haonan Xiao(4), Yuhua Huang(4), Wei Xue(4), Jiabao Sheng(3), Ruiyan Ni(3), Tao Peng(3), Francis Kar-Ho Lee(3)