Selected Publications

International Journal

1. C. -W. Hung, Z. -J. Liao, C. -C. Wang, T. -A. Chang, Y. -F. Chou, and C. -H. Lee* (Oct., 2025). MDML_KD: Cross-Domain Knowledge Distillation Framework for Bearing Diagnosis. IEEE Sensors Journal. (SCIE, Impact Factor: 4.5, Rank: 16/79) 

2. T. -A. Chang*, C. -L. Liu, and Y. -C. Liu (Sep., 2025). Balancing Accuracy and Simplicity in an Interpretable System for Sepsis Prediction Using Limited Clinical Data. Applied Sciences, 15(19), 10562. (SCIE, Impact Factor:2.5, Rank: 50/175)

3. C. -W. Hung, T. -A. Chang*, X. -N. Chen, and C. -C. Wang (Sep., 2025). Monocular Camera Pose Estimation and Calibration System Based on Raspberry Pi. Electronics. (SCIE, Impact Factor:2.6, Rank: 135/258)

4. C. -H. Chang*, T. -A. Chang*, M. -Z. Kuo, T. -M. Koo, C. -I Shu, and X. -H. Wang (Sep., 2025). Low-backward Radiation Circular Polarization RFID Reader Antenna Design for Sports-event Applications.  Electronics. (Accepted)(SCIE, Impact Factor: 2.6, Rank: 135/258)

5. T. -A. Chang*, C. -W. Hung, and X. -Y. Liu (Aug., 2025). Enhanced Hippocampus Segmentation and Alzheimer's Disease Prediction Using U-Net and ResNet Models on Brain Magnetic Resonance Imaging.  Journal of Medical and Biological Engineering, 1-11. (SCIE, Impact Factor: 1.7, Rank: 95/124)

6. Y. -T. Chou, C. -T. Lin, T. -A. Chang, Y. -L. Wu, C. -E. Yu, T. -Y. Ho, H. -Y. Chen, K. -C. Hsu*, and K. -S. Lee (Apr., 2023). Development of Artificial Intelligence-Based Clinical Decision Support System for Diagnosis of Meniscal Injury Using Magnetic Resonance Images. Biomedical Signal Processing and Control., 82, 104523. (SCIE, Impact Factor: 4.9, Rank: 32/124)

7. S. -Y. Hou, Y. -L. Wu, K. -C. Chen, T. -A. Chang, Y. -M. Hsu, S. -J. Chuang, ... and K. -C. Hsu* (Jul., 2022). Code-Switching Automatic Speech Recognition for Nursing Record Documentation: System Development and Evaluation. JMIR nursing, 5(1), e37562. (ESCI, Impact Factor: 7.08, Rank: 6/192)

8. T. -A. Chang, and J. -F. Yang* (Mar., 2018). Precise Depth Map Up-sampling and Enhancement Based on Edge-preserving Fusion Filters. IET Computer Vision, 12(5), 651-658. (SCIE, Impact Factor: 1.3, Rank: 161/204)

9. T. -A. Chang, W. -C. Liao, and J. -F. Yang* (Feb., 2017). Robust depth enhancement based on texture and depth consistency. IET Signal Processing, 12(1), 119-128. (SCIE, Impact Factor:1.4, Rank: 276/366)

10. T. -A. Chang, Y. -T. Chou, and J. -F. Yang* (Jul., 2017). Robust depth enhancement and optimization based on advanced multilateral filters. EURASIP Journal on Advances in Signal Processing, 2017(1), 51. (SCIE, Impact Factor: 1.9, Rank: 226/366)

11. T. -A. Chang, X. Lu, and J. -F. Yang* (Mar., 2017). Robust stereo matching with trinary cross color census and triple image-based refinements. EURASIP Journal on Advances in Signal Processing, 2017(1), 27. (SCIE, Impact Factor: 1.9, Rank: 226/366)

12. K. -H. Liang, W. -D. Weng, and T. -A. Chang (Aug., 2015). Design of Self-adaptive Optimized Decision Feedback Functional Link Artificial Neural Network Based Active Noise Controller. International Journal of Electrical Engineering, 22(5), 165-172. 

Note: The corresponding author of the above papers is indicated by *

International Conference

1. T. -A. Chang*, C. -M. Yeh, and C. -L. Liu (Feb., 2025). Accurate Brain Age Prediction Through Advanced Preprocessing and 3D ResNet-50 Modeling. The 2025 International Conference on Artificial Life and Robotics, Oita, Japan. 

2. T. -A. Chang*, C. -Y. Hsieh, and X. -Y. Liu (Nov., 2024). Robust Alzheimer's Disease Prediction Using ResNet-50 Model From Brain Magnetic Resonance Imaging. 2024 Annual Conference of Taiwanese Society of Biomedical Engineering -Annual Report of National Science and Technology Council, Tainan, Taiwan. 

3. Y. -L. Wu, D. -H. Xu, T. -A. Chang, Y. -T. Weng, Y. -H. Wu, and K. -C. Hsu* (Nov., 2021). A Machine Learning-Based Efficient Sepsis Detection Using Electronic Health Records. Computational Intelligence Methods for Bioinformatics and Biostatistics, online. 

4. T. -A. Chang, K. -T. Lee, G. -C. Chen, S. -H.Chiu, and J. -F. Yang* (May, 2017). Super Resolution Using Trilateral Filter Regression Interpolation. IEEE International Conference on Signal and Image Processing, NTU@one-north, Singapore. 

5.  T. -A. Chang, K. -J.Hsu, and J. -F.Yang* (May, 2017). Robust Depth Image-based Rendering Using Gradient Cost Pre-processing and Hole-filling. International Meeting on Information Display (3D Systems and Applications), Busan, Korea. 

6. T. -A. Chang, G. -C. Chen, and J. -F. Yang* (Dec., 2016). Pattern-based Adaptive Joint Quardralateral Filter for Robust Hole Filling and Depth Enhancement. National Symposium on Telecommunication, Nantou, Taiwan. 

7.  T. -A. Chang, K. -J. Hsu, C. -S. Huang, and J. -F. Yang* (Dec., 2016). Efficient Depth Image-based Rendering for Full Resolution 3D Displays. National Symposium on Telecommunication, Nantou, Taiwan. 

8. T. -A. Chang, and J. -F. Yang* (Nov., 2016). Enhancement of Depth Map Using Texture and Depth Consistency. IEEE TENCON 2016, Marina Bay Sands, Singapore. 

9. T. -A. Chang, T. -Y. Sun, and J. -F. Yang* (Oct., 2016). Robust Stereo Matching Using Color Domain Transformation and Matching Cost Computation. TANET 2016, Hualien, Taiwan. 

10. T. -A. Chang, J. -P. Kuo, and J. -F. Yang* (Jul., 2016). Efficient Hole Filling and Depth Enhancement Based on Texture Image and Depth Map Consistency. IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), Jeju, Korea. 

11. T. -A. Chang, and J. -F. Yang* (Aug., 2015). Hole Filling and Image-depth Enhancement Using Adaptive Joint Quadrilateral Filter. IPPR Computer Vision, Graphics, and Image Processing, Yilan, Taiwan. 

Note: The corresponding author of the above papers is indicated by *