Jia-Kang Wang

According to our database, Jia-Kang Wang authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Improving Multi-Class OCT Classification under Class Imbalance via Class-Weight Balancing.

Chih-Ling Tseng, Pin-Han Wen, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang, Cheng-Hung Dixson Lin

Proceedings of the IEEE International Conference on Consumer Electronics, 2026

2025

Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases.

Cheng-Yu Tai, Ching-Wen Chen, Chi-Chin Wu, Bo-Chen Chiu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang

CoRR, May, 2025

Mini-HAHA: A Knowledge-Distilled Lightweight Architecture with SE Attention for Efficient OCT Retinal Image Classifications.

Chi-Chin Wu, Bo-Chen Chiu, Ching-Wen Chen, Cheng-Yu Tai, Cheng-Hung Dixson Lin, Pin-Han Wen, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang

Proceedings of the 14th IEEE International Conference on Consumer Electronics - Berlin, 2025

2024

Evaluation of Image Interpolations for AMD Detection on OCT Images Using Mobile-OCT CNN Model.

Chun-Han Chen, Zi-Heng Lin, Cheng-Hung Dixson Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2024

2023

Automated Age-Related Macular Degeneration Detector on Optical Coherence Tomography Images Using Slice-Sum Local Binary Patterns and Support Vector Machine.

Yao-Wen Yu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang

Sensors, September, 2023

Implementation of Extreme Learning Machine Algorithm for Age-related Macular Degeneration Detection on OCT volumes.

Himajah Natarajan, Jie-Yi Ji, Aadhitiyan Sridharan, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

2022

Distinct Feature Labeling Methods for SVM-Based AMD Automated Detector on 3D OCT Volumes.

Yao-Wen Yu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang

Proceedings of the IEEE International Conference on Consumer Electronics, 2022

A Lightweight CNN Net for AMD Detection Using OCT Volumes.

Heng-Chi Hsu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang

Proceedings of the IEEE International Conference on Consumer Electronics, 2022

Using Combinational System of Machine Learning and Deep Learning to Detect Age-related Macular Degeneration.

Jie-Yi Ji, Hong-Yu You, Hsu-Ting Wei, Yu-Heng Liu, Cheng-Hung Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang

Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022