Nian Cai

Guangdong University of Technology — China

Computer Science · Physical Sciences

19h-index1.6kcitations125works4.12yr avg
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Research Topics

Image and Signal Denoising Methods(17), Industrial Vision Systems and Defect Detection(13), Advanced Image Fusion Techniques(12), Electrospun Nanofibers in Biomedical Applications(11), Medical Image Segmentation Techniques(10)

Publications125 total

Joint multi-dimensional dynamic attention and transformer for general image restoration
Computer Vision and Image Understanding·2025
A causality-inspired single-source domain generalized method for low-slow-small threat target recognition through holographic Doppler radar
Expert Systems with Applications·2025· 1 cited
Simulation and experimental investigation of micro-nano piezoelectric-electrohydrodynamic hybrid printing
Journal of Micromechanics and Microengineering·2025· 1 citedOpen Access
A Compensation Model for Optical Encoders at Various Speeds Based on Improved DQN
2025· 1 cited
A multi-strategy attention regression network for joint prediction of state of health and remaining useful life of lithium-ion batteries using only charging data
Journal of Power Sources·2025· 7 cited
Exploring the Influence of Collector Acceleration on Deposition in Melt Electrospinning Writing
3D Printing and Additive Manufacturing·2025
Prediction of Reactivation After Antivascular Endothelial Growth Factor Monotherapy for Retinopathy of Prematurity: Multimodal Machine Learning Model Study
Journal of Medical Internet Research·2025· 3 citedOpen Access
A Hybrid Intention Recognition Framework with Semantic Inference for Financial Customer Service
Electronics·2025· 1 citedOpen Access
W-Shaped Net: An Inter-Slice Super-Resolution Segmentation Deep Network for CT Scans of Hepatic Ducts
Electronics·2025Open Access
Computer-assisted diagnosis for axillary lymph node metastasis of early breast cancer based on transformer with dual-modal adaptive mid-term fusion using ultrasound elastography
Computerized Medical Imaging and Graphics·2024· 9 cited
Deep Learning Assisted Diagnosis of Chronic Obstructive Pulmonary Disease Based on a Local-to-Global Framework
Electronics·2024· 7 citedOpen Access
Joint multi-dimensional dynamic attention and transformer for general image restoration
arXiv (Cornell University)·2024Open Access
ROPRNet: Deep learning-assisted recurrence prediction for retinopathy of prematurity
Biomedical Signal Processing and Control·2024· 4 cited
Relation extraction for colorectal cancer via deep learning with entity-aware feature orthogonal decomposition
Expert Systems with Applications·2024· 2 cited
mm3DSNet: multi-scale and multi-feedforward self-attention 3D segmentation network for CT scans of hepatobiliary ducts
Medical & Biological Engineering & Computing·2024· 1 cited
Error Analysis and Correction for Electrohydrodynamic Printing: A Review
3D Printing and Additive Manufacturing·2024· 2 cited
A deep learning framework for the joint prediction of the SOH and RUL of lithium-ion batteries based on bimodal images
Energy·2024· 37 cited
Prediction of Reactivation After Antivascular Endothelial Growth Factor Monotherapy for Retinopathy of Prematurity: Multimodal Machine Learning Model Study (Preprint)
2024Open Access
A Study on the Reliability Evaluation of a 3D Packaging Storage Module under Temperature Cycling Ultimate Stress Conditions
Micromachines·2024· 7 citedOpen Access
IC Packaging Material Identification via a Hybrid Deep Learning Framework with CNN–Transformer Bidirectional Interaction
Micromachines·2024· 2 citedOpen Access
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Frequent Co-authors

Han Wang(15), Han Wang(9), Xin Chen(7), Yadong Tang(6), Zhijing Yang(5), Bingo Wing‐Kuen Ling(5), Xindu Chen(5), Baojun Qiu(5), Guandong Cen(4), Xingzi Lan(4), Yinghong Zhou(4), Jixiu Wu(3), Peixuan Wu(3), Weimin Huang(3), Feiyu Fang(3), Zixu Wang(3), Junjie Xiong(3), Feng Liang(3), Xiao Pan(3), Jingang Xiong(3)