Projects per year
Personal profile
Education
- 2000 PhD. (Biomedical Engineering), National Yang-Ming University, Taiwan.
- 1989 B.S. (EE), National Taiwan University, Taiwan
Experience
- 2019- Professor, Professional Master Program for Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2019-2020 Vice Dean, College of Medical Science and Technology, Taipei Medical University
- 2011- Professor, Taipei Medical University
- 2011-2015 CIO, Taipei Medical University
- 2006-2009 Secretary-general, Taiwan Association of Medical Informatics
Research Interests
- Heart Rate Variability Analysis
- Biochip Data Analysis
- Decision Support with Artificial Neural Network
- Biomedical signal and image processing
Related Link
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deep Learning Based Model for Detection of Occlusion Myocardial Infarction (Omi) Focus on Stemi Equivalents Electrocardiogram
Chiu, H.-W. (PI)
8/1/25 → 7/31/26
Project: A - Government Institution › b - National Science and Technology Council
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以YOLOv8關鍵點偵測模型自動化建構腦部影像前連合後連合線（Anterior Commissure - Posterior Commissure Line）
Chiu, H.-W. (PI)
7/1/25 → 2/28/26
Project: A - Government Institution › b - National Science and Technology Council
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Development of R-Cnn-Based Rib Fracture Detection Model for Chest X-Ray Images with Feasibility Assessment Using Real World Data
Chiu, H.-W. (PI)
8/1/24 → 7/31/25
Project: A - Government Institution › b - National Science and Technology Council
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Identification of Diabetes Mellitus Wounds Images with Risk of Peripheral Artery Disease by Artificial Intelligence
Chiu, H.-W. (PI)
8/1/23 → 7/31/24
Project: A - Government Institution › b - National Science and Technology Council
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利用YOLO檢測和分類顯微影像中的白血球細胞型態
Chiu, H.-W. (PI)
7/1/23 → 2/29/24
Project: A - Government Institution › b - National Science and Technology Council
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Deep-learning-based diagnosis framework for ankle-brachial index defined peripheral arterial disease of lower extremity wound: Comparison with physicians
Tsai, M. F., Chu, Y. C., Yao, W. T., Yu, C. M., Chen, Y. F., Huang, S. T., Liu, L. R., Chiu, L. H., Lin, Y. H., Yang, C. Y., Ho, K. C., Yu, C. M., Huang, W. C., Ou, S. Y., Tung, K. Y., Hung, F. H. & Chiu, H. W., May 2025, In: Computer Methods and Programs in Biomedicine. 263, 108654.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Deep Learning-Based Early Detection of Diabetic Foot Wounds Using Resnet101 and TCPO2 Standards
Chu, Y. C., Tsai, M. F. & Chiu, H. W., 2025, International Conference on Biomedical and Health Informatics 2024 - Proceedings of ICBHI 2024. Lin, K.-P., Magjarević, R. & de Carvalho, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 57-62 6 p. (IFMBE Proceedings; vol. 118 IFMBE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Machine Learning to Predict Individualized Treatment Effects of Sodium Bicarbonate for Patients With Out-of-Hospital Cardiac Arrest
Chen, C. H., Fan, C. Y., Kuo, Y. C., Wang, C. H., Chiu, H. W. & Huang, E. P. C., 2025, (Accepted/In press) In: Critical Care Medicine. 10.1097/CCM.0000000000006792.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Personalized Predictions of Therapeutic Hypothermia Outcomes in Cardiac Arrest Patients with Shockable Rhythms Using Explainable Machine Learning
Hong, C. T., Bamodu, O. A., Chiu, H. W., Chiu, W. T., Chan, L. & Chung, C. C., Feb 2025, In: Diagnostics. 15, 3, 267.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
An Arrhythmia classification approach via deep learning using single-lead ECG without QRS wave detection
Liu, L. R., Huang, M. Y., Huang, S. T., Kung, L. C., Lee, C. H., Yao, W. T., Tsai, M. F., Hsu, C. H., Chu, Y. C., Hung, F. H. & Chiu, H. W., Mar 15 2024, In: Heliyon. 10, 5, e27200.Research output: Contribution to journal › Article › peer-review
Open Access12 Citations (Scopus)