​Professional Master Program in Artificial Intelligence in Medicine

2025

Acute myocardial infarction risk prediction in emergency chest pain patients: An external validation study

Chang, C. H., Nguyen, P. A., Huang, C. C., Liu, C. F., Melisa, S., Chen, C. J., Hsu, C. C., Lin, H. J., Hsu, M. H., Shih, C. M., Liu, J. C., Yang, H. Y. & Hsu, J. C., Jan 2025, In: International Journal of Medical Informatics. 193, 105683.

Research output: Contribution to journal › Article › peer-review

Open Access

Association between the risk of aberrant driving behavior and sleep disorder indices: A pilot study involving urban taxi drivers

Wang, P., Chen, Z., Liu, W. T., Majumdar, A. & Tsai, C. Y., Feb 2025, In: Journal of Transport and Health. 40, 101942.

Research output: Contribution to journal › Article › peer-review

Machine learning localization to identify the epileptogenic side in mesial temporal lobe epilepsy

Yu, H. Y., Tsai, C. J., Lee, T. H., Tung, H., Shih, Y. C., Chou, C. C., Lee, C. C., Lin, P. T. & Peng, S. J., Jan 2025, In: Magnetic Resonance Imaging. 115, 110256.

Research output: Contribution to journal › Article › peer-review

Predictive analysis of COVID-19 occurrence and vaccination impacts across the 50 US states

Rayguru, C., Husnayain, A., Chiu, H. S., Sumazin, P. & Su, E. C. Y., Feb 2025, In: Computers in Biology and Medicine. 185, 109493.

Research output: Contribution to journal › Article › peer-review

2024

A computational predictor for autophagy-related proteins using interpretable machine learning and genetic algorithm

Nguyen, N. T. K., Vo, T. H., Lin, S. H. & Le, N. Q. K., Mar 2024, In: Gene Reports. 34, 101876.

Research output: Contribution to journal › Article › peer-review

Anti-seizure medications normalize EEG functional connectivity and power in children with benign epilepsy with centrotemporal spikes

Tsai, M.-L., Wang, C.-C., Wang, A.Y.-D., Lee, F.-C., Chang, H., Liu, Y.-L., Wong, T.-T. & Peng, S.-J., Mar 22 2024, (Accepted/In press) In: Pediatric Neurology.

Research output: Contribution to journal › Article › peer-review

Antiseizure Medications Normalize Electroencephalographic Functional Connectivity and Power in Children With Benign Epilepsy With Centrotemporal Spikes

Tsai, M.-L., Wang, C. C., Wang, A. Y. D., Lee, F.-C., Chang, H., Liu, Y.-L., Wong, T. T. & Peng, S.-J., Jul 2024, In: Pediatric Neurology. 156, p. 41-50 10 p.

Research output: Contribution to journal › Article › peer-review

Application of data science and bioinformatics in RNA therapeutics

Thi, H. V., Hoang, T.-N., Le, N. Q. K. & Chu, D.-T., 2024, RNA Therapeutics Part A. Chu, D.-T. & Than, V. T. (eds.). Academic Press, Vol. 203. p. 83-97 15 p. (Progress in Molecular Biology and Translational Science).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

2 Citations (Scopus)

Application of Robotic Stereotactic Assistance (ROSA) for spontaneous intracerebral hematoma aspiration and thrombolytic catheter placement

Luh, H. T., Zhu, C., Kuo, L. T., Lo, W. L., Liu, H. W., Su, Y. K., Su, I. C., Lin, C. M., Lai, D. M., Hsieh, S. T., Lin, M.-C. & Huang, A. P. H., 2024, (Accepted/In press) In: Journal of the Formosan Medical Association.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

A pre-trained language model for emergency department intervention prediction using routine physiological data and clinical narratives

Huang, T. Y., Chong, C. F., Lin, H. Y., Chen, T. Y., Chang, Y. C. & Lin, M. C., Nov 2024, In: International Journal of Medical Informatics. 191, 105564.

Research output: Contribution to journal › Article › peer-review

A prospective reappraisal of motor outcome prediction in patients with acute stroke by using atlas-based diffusion tensor imaging biomarkers

Chen, Y.-C., Cheng, S.-J., Hsieh, L.-C., Shyu, H.-Y., Chen, M.-H., Chen, C.-Y. & Kuo, D.-P., Mar 2024, In: Topics in Stroke Rehabilitation. 31, 2, p. 199-210 12 p.

Research output: Contribution to journal › Article › peer-review

Artificial intelligence and assisted reproductive technology: A comprehensive systematic review

Wu, Y. C., Chia-Yu Su, E., Hou, J. H., Lin, C. J., Lin, K. B. & Chen, C. H., 2024, (Accepted/In press) In: Taiwanese Journal of Obstetrics and Gynecology.

Research output: Contribution to journal › Review article › peer-review

Artificial Intelligence Approach for Severe Dengue Early Warning System

Anggraini Ningrum, D. N., Li, Y. C. J., Hsu, C. Y., Solihuddin Muhtar, M. & Pandu Suhito, H., Jan 25 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 881-885 5 p. (Studies in Health Technology and Informatics; vol. 310).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

2 Citations (Scopus)

Artificial intelligence in healthcare: Opportunities come with landmines

Iqbal, U., Hsu, Y. H. E., Celi, L. A. & Li, Y. C., Jun 5 2024, In: BMJ Health and Care Informatics. 31, 1, e101086.

Research output: Contribution to journal › Editorial › peer-review

Open Access

Artificial intelligence in time-lapse system: advances, applications, and future perspectives in reproductive medicine

Luong, T. M. T. & Le, N. Q. K., Feb 2024, In: Journal of Assisted Reproduction and Genetics. 41, 2, p. 239-252 14 p.

Research output: Contribution to journal › Review article › peer-review

4 Citations (Scopus)

Assessing Internet Search Models in Predicting Daily New COVID-19 Cases and Deaths in South Korea

Husnayain, A. & Su, E. C. Y., Jan 25 2024, In: Studies in Health Technology and Informatics. 310, p. 855-859 5 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Assessing the Mental Health Impact of COVID-19 on the US Population: A Large-Scale Survey Analysis Using SMOTE

Rayguru, C. & Su, E. C. Y., May 2024, ICMHI 2024 - 2024 8th International Conference on Medical and Health Informatics. Association for Computing Machinery, p. 298-303 6 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Assessment of resting cerebral perfusion between methamphetamine-associated psychosis and schizophrenia through arterial spin labeling MRI

Hwang, Z. A., Li, C. W., Hsu, A. L., Wu, C. W., Chan, W. P. & Huang, M. C., Jul 6 2024, In: European Archives of Psychiatry and Clinical Neuroscience. 11 p.

Research output: Contribution to journal › Article › peer-review

Association Between Leg Muscle Thickness and Walking Test with the Haemophilia-Specific Functional Parameters

Hong, J.-P., Kang, J.-H., Lee, C.-H., Lee, C.-H., Chen, S.-H., Liu, Y.-L., Tsai, J.-R., Tsai, C.-H., Ho, W.-L., Cheng, M.-M., Charoenpong, P. & Chang, C.-Y., Mar 26 2024, (E-pub ahead of print) In: American journal of physical medicine & rehabilitation.

Research output: Contribution to journal › Article › peer-review

Association between repeat imaging and readmission in patients with acute ischaemic stroke: a 16-year nationwide population-based study

Liang, H. H., Liu, H. Y., Kosik, R. O., Chan, W. P. & Chien, L. N., Jun 18 2024, In: The British journal of radiology. 97, 1159, p. 1343-1350 8 p.

Research output: Contribution to journal › Article › peer-review

Association of salivary gland cancer with human papillomavirus infections

Hung, S. H., Yang, T. H., Lee, H. C., Lin, H. C. & Chen, C. S., 2024, (Accepted/In press) In: European Archives of Oto-Rhino-Laryngology.

Research output: Contribution to journal › Article › peer-review

A Study of Disease Prognosis in Lung Adenocarcinoma Using Single-Cell Decomposition and Immune Signature Analysis

Lee, C. Y., Wu, Y. C., Liao, T. C., Hsiao, S. H., Hsu, J. B. K. & Chang, T. H., Sept 2024, In: Cancers. 16, 18, 3207.

Research output: Contribution to journal › Article › peer-review

Open Access

Atrophy of the cholinergic regions advances from early to late mild cognitive impairment

Lai, Y. L. L., Hsu, F. T., Yeh, S. Y., Kuo, Y. T., Lin, H. H., Lin, Y. C., Kuo, L. W., Chen, C. Y. & Liu, H. S., 2024, (Accepted/In press) In: Neuroradiology. 66, 4, p. 543-556 14 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Automated identification and quantification of metastatic brain tumors and perilesional edema based on a deep learning neural network

Chou, C. J., Yang, H. C., Chang, P. Y., Chen, C. J., Wu, H. M., Lin, C. F., Lai, I. C. & Peng, S. J., Jan 2024, In: Journal of Neuro-Oncology. 166, 1, p. 167-174 8 p.

Research output: Contribution to journal › Article › peer-review

B4GALT1-dependent galectin-8 binding with TGF-β receptor suppresses colorectal cancer progression and metastasis

Hsu, T. H., Chang, Y. C., Lee, Y. Y., Chen, C. L., Hsiao, M., Lin, F. R., Chen, L. H., Lin, C. H., Angata, T., Liu, F. T. & Lin, K. I., Sept 2024, In: Cell Death and Disease. 15, 9, 654.

Research output: Contribution to journal › Article › peer-review

Open Access

Beyond black-box models: explainable AI for embryo ploidy prediction and patient-centric consultation

Luong, T. M. T., Ho, N. T., Hwu, Y. M., Lin, S. Y., Ho, J. Y. P., Wang, R. S., Lee, Y. X., Tan, S. J., Lee, Y. R., Huang, Y. L., Hsu, Y. C., Le, N. Q. K. & Tzeng, C. R., 2024, (Accepted/In press) In: Journal of Assisted Reproduction and Genetics. 41, 9, p. 2349-2358 10 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Bioactive matrix scaffold of oxidized sacchachitin via green catalyst of siliacat tempo for enhancing bone regeneration

Sheu, M. T., Lin, S. Y., Cheng, W. J., Lin, H. L., Hsieh, C. M., Ho, H. O., Chen, L. C. & Wu, M. H., Dec 2024, In: Carbohydrate Polymer Technologies and Applications. 8, 100576.

Research output: Contribution to journal › Article › peer-review

Open Access

Breast cancer incidence in mobile screening vs. in-hospital screening programmes based on 6313607 mammograms in 2387756 women in Taiwan

Vy, V. P. T., Yen, A. M. F., Yao, M. M. S., Chang, Y. C., Hsu, H. H., Hsu, G. C., Lee, C. S., Lin, L. J., Chia, S. L., Wu, C. C. & Chan, W. P., 2024, In: Journal of Global Health. 14, 04190.

Research output: Contribution to journal › Article › peer-review

Open Access

Can large language models provide secondary reliable opinion on treatment options for dermatological diseases?

Iqbal, U., Lee, L. T. J., Rahmanti, A. R., Celi, L. A. & Li, Y. C. J., Jun 1 2024, In: Journal of the American Medical Informatics Association. 31, 6, p. 1341-1347 7 p.

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

CCN1 Is a Therapeutic Target for Reperfused Ischemic Brain Injury

Lee, G. A., Chang, Y. W., Lai, J. H., Chang, T. H., Huang, S. W., Yang, C., Shen, T. A., Lin, W. L., Wu, Y. C., Tseng, L. W., Tseng, S. H., Chen, Y. C., Chiang, Y. H. & Chen, C. Y., 2024, (Accepted/In press) In: Translational Stroke Research.

Research output: Contribution to journal › Article › peer-review

Clinical Use of Trabecular Bone Score: The 2023 ISCD Official Positions

Goel, H., Binkley, N., Boggild, M., Chan, W. P., Leslie, W. D., McCloskey, E., Morgan, S. L., Silva, B. C. & Cheung, A. M., Jan 1 2024, In: Journal of Clinical Densitometry. 27, 1, 101452.

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

Clofazimine and QT prolongation in the treatment of rifampicin-resistant tuberculosis: Findings of aDSM in Taiwan

Lin, C. J., Chen, J. H., Chien, S. T., Huang, Y. W., Lin, C. B., Lee, J. J., Lee, C. H., Yu, M. C. & Chiang, C. Y., Oct 2024, In: Journal of Microbiology, Immunology and Infection. 57, 5, p. 791-800 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

COL6A3 Exosomes Promote Tumor Dissemination and Metastasis in Epithelial Ovarian Cancer

Ho, C. M., Yen, T. L., Chang, T. H. & Huang, S. H., Aug 2024, In: International journal of molecular sciences. 25, 15, 8121.

Research output: Contribution to journal › Article › peer-review

Open Access

Combining a wireless radar sleep monitoring device with deep machine learning techniques to assess obstructive sleep apnea severity

Lin, S.-Y., Tsai, C.-Y., Majumdar, A., Ho, Y.-H., Huang, Y.-W., Kao, C.-K., Yeh, S.-M., Hsu, W.-H., Kuan, Y.-C., Lee, K.-Y., Feng, P.-H., Tseng, C.-H., Chen, K.-Y., Kang, J.-H., Lee, H.-C., Wu, C.-J. & Liu, W.-T., Aug 1 2024, In: Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine. 20, 8, p. 1267-1277 11 p.

Research output: Contribution to journal › Article › peer-review

Complications and Mortality After Surgery in Patients with Chronic Kidney Disease: A Retrospective Cohort Study Based on a Multicenter Clinical Database

Liao, C. C., Liu, C. C., Lee, Y. W., Chang, C. C., Yeh, C. C., Chang, T. H., Chen, T. L. & Lin, C. S., 2024, In: Journal of Multidisciplinary Healthcare. 17, p. 3535-3544 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Computational Modeling and AI in Radiation Neuro-Oncology and Radiosurgery

Lee, C. C., Yang, H. C., Wu, H. M., Lin, Y. Y., Lu, C. F., Peng, S. J., Wu, Y. T., Sheehan, J. P. & Guo, W. Y., 2024, Advances in Experimental Medicine and Biology. Springer, p. 307-322 16 p. (Advances in Experimental Medicine and Biology; vol. 1462).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Deep Learning-based Integrated System for Intraoperative Blood Loss Quantification in Surgical Sponges

Nguyen, D., Le, M. H. N., Huynh, P. K., Le, T. Q., Charles-Okezie, C., Diaz, M. J., Sabet, C., Dang, H. T., Nguyen, T., Nguyen, H., Tran, M., Le, N. Q. K. & Muncey, A., 2024, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics.

Research output: Contribution to journal › Article › peer-review

Demands for medical imaging and workforce Size: A nationwide population-based Study, 2000–2020

Ko, C. H., Chien, L. N., Chiu, Y. T., Hsu, H. H., Wong, H. F. & Chan, W. P., Mar 2024, In: European Journal of Radiology. 172, 111330.

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Determining cut-off values and predictors for the Snaith-Hamilton Pleasure Scale: Comparison between clinical and school settings

Ho, Y. C., Gau, S. S. F., Wu, Y. S., Chen, C. H., Wang, J. K., Lee, H. C., Chung, K. H., Chiu, Y. H., Goh, K. K., Lu, M. L., Lin, Y. C., Chang, P. C. & Chang, H. J., May 9 2024, In: BJPsych Open. 10, 3, e106.

Research output: Contribution to journal › Article › peer-review

Open Access

Development and validation of a machine learning model for predicting drug-drug interactions with oral diabetes medications

Kha, Q. H., Nguyen, N. T. K., Le, N. Q. K. & Kang, J. H., Dec 2024, In: Methods. 232, p. 81-88 8 p.

Research output: Contribution to journal › Article › peer-review

Development of a Dyad-Focused Intervention for Stroke Survivors and Their Family Caregivers: A Feasibility Study

Lin, Y. N., Hung, T. H., Rodakowski, J., Kang, J. H., Han, D. S., Liou, T. H., Wu, Y. H. & Chang, F. H., Mar 1 2024, In: The American journal of occupational therapy : official publication of the American Occupational Therapy Association. 78, 2, 7802180230.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Development of End-to-End Artificial Intelligence Models for Surgical Planning in Transforaminal Lumbar Interbody Fusion

Bui, A. T., Le, H., Hoang, T. T., Trinh, G. M., Shao, H.-C., Tsai, P.-I., Chen, K.-J., Hsieh, K.L.-C., Huang, E.-W., Hsu, C.-C., Mathew, M., Lee, C.-Y., Wang, P.-Y., Huang, T.-J. & Wu, M.-H., Feb 8 2024, In: Bioengineering. 11, 2

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Effect of drug interactions with non-vitamin-K oral anticoagulants on thromboembolic events in patients with nonvalvular atrial fibrillation

Chen, J.-H., Lee, M.-C., Yen, T.-H., Huang, P.-Y., Lu, D.-E., Lee, C.-H., Chang, H.-C., Wang, J.-Y. & Lee, J.-A., 2024, In: Annals of the Academy of Medicine, Singapore. 53, 2, p. 69-79 11 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Effects of nurse-led brief behavioral treatment for insomnia in adults: a randomized controlled trial

Chang, K. M., Lin, C. J., Jan, Y. W., Gordon, C. J., Lee, H. C., Shih, C. Y., Bartlett, D. J., Fan, Y. C. & Chiu, H. Y., Nov 1 2024, In: Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine. 20, 11, p. 1763-1772 10 p.

Research output: Contribution to journal › Article › peer-review

Enhancement of Tumorigenicity, Spheroid Niche, and Drug Resistance of Pancreatic Cancer Cells in Three-Dimensional Culture System

Hung, H. C., Mao, T. L., Fan, M. H., Huang, G. Z., Minhalina, A. P., Chen, C. L. & Liu, C. L., 2024, In: Journal of Cancer. 15, 8, p. 2292-2305 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

Enhancing Arabidopsis thaliana ubiquitination site prediction through knowledge distillation and natural language processing

Nguyen, V. N., Tran, T. X., Nguyen, T. T. & Le, N. Q. K., Dec 2024, In: Methods. 232, p. 65-71 7 p.

Research output: Contribution to journal › Article › peer-review

Enhancing Nasopharyngeal Carcinoma Survival Prediction: Integrating Pre- and Post-Treatment MRI Radiomics with Clinical Data

Dang, L. H., Hung, S.-H., Le, N. T. N., Chuang, W.-K., Wu, J.-Y., Huang, T.-C. & Le, N. Q. K., Apr 30 2024, (E-pub ahead of print) In: Journal of imaging informatics in medicine.

Research output: Contribution to journal › Article › peer-review

Enhancing Protein Sequence Classification with a Fuzzy Neural Network: A Study in Anticancer Peptide Identification

Khanh Le, N. Q., Nguyen, V. N., Nguyen, T. T., Tran, T. X. & Ho, T. T., 2024, 2024 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2024. Institute of Electrical and Electronics Engineers Inc., (2024 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ensemble Machine Learning for Predicting 90-Day Outcomes and Analyzing Risk Factors in Acute Kidney Injury Requiring Dialysis

Wang, T.-H., Kao, C.-C. & Chang, T.-H., Apr 12 2024, In: Journal of Multidisciplinary Healthcare. 17, p. 1589-1602 14 p.

Research output: Contribution to journal › Article › peer-review

Erratum: Correction: A novel Multi-Level Refined (MLR) knowledge graph design and chatbot system for healthcare applications (PloS one (2024) 19 1 (e0296939))

Hsueh, H. C., Chien, S. C., Huang, C. W., Yang, H. C., Iqbal, U., Lin, L. F. & Jian, W. S., 2024, In: PLoS ONE. 19, 4, p. e0302620

Research output: Contribution to journal › Comment/debate › peer-review

Open Access

​Professional Master Program in Artificial Intelligence in Medicine

Research output

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Professional Master Program in Artificial Intelligence in Medicine