​Professional Master Program in Artificial Intelligence in Medicine

2025

Brain modulatory effects of rehabilitation interventions in fibromyalgia: a systematic review of magnetic resonance imaging studies

Nhu, N. T., Trang, T. T. Q., Chen, D. Y. T. & Kang, J. H., 2025, (Accepted/In press) In: Neurological Sciences. 46, 5, p. 2041-2054 14 p.

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

Clinical Outcomes and Patient Perspectives in Full Endoscopic Cervical Surgery: A Systematic Review

Liawrungrueang, W., Cho, S. T., Sharma, A., Cholamjiak, W., Wu, M. H., Yau, L. C., Park, H. J. & Lee, H. J., Mar 2025, In: Neurospine. 22, 1, p. 81-104 24 p.

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

Open Access

1 Citation (Scopus)

Extreme temperature increases the risk of COPD morbimortality: A systematic review and meta-analysis

Tran, H. M., Tsai, F. J., Lee, K. Y., Wang, Y. H., Yang, F. M., Ho, S. C., Bui, H. T. M., Hoang, L. N. N., Bui, L. T. M., Ho, K. F., Chung, K. F., Chuang, K. J. & Chuang, H. C., Jan 1 2025, In: Science of the Total Environment. 958, 178087.

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

1 Citation (Scopus)

Global occurrence rates of sleep disturbances among institutionalized older adults: A systematic review and meta-analysis

Pangaribuan, S. M., Wu, T. Y., Herlianita, R., Jao, Y. L., Lee, H. C., Hasan, F., Mukminin, M. A. & Chiu, H. Y., Jun 2025, In: Sleep Medicine Reviews. 81, 102091.

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

2024

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. 64, 1, p. 11-26 16 p.

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

1 Citation (Scopus)

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

12 Citations (Scopus)

Neurofeedback to enhance sleep quality and insomnia: a systematic review and meta-analysis of randomized clinical trials

Recio-Rodriguez, J. I., Fernandez-Crespo, M., Sanchez-Aguadero, N., Gonzalez-Sanchez, J., Garcia-Yu, I. A., Alonso-Dominguez, R., Chiu, H. Y., Tsai, P. S., Lee, H. C. & Rihuete-Galve, M. I., 2024, In: Frontiers in Neuroscience. 18, 1450163.

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

Open Access

2 Citations (Scopus)

Quantitative CT lumbar spine BMD cutpoint value for classifying osteoporosis among older Chinese men can be the same as that of older Chinese women, both much lower than the value for Caucasians

Wáng, Y. X. J., Chan, W. P., Yu, W., Guermazi, A. & Griffith, J. F., 2024, (Accepted/In press) In: Skeletal Radiology. 54, 2, p. 193-198 6 p.

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

Open Access

5 Citations (Scopus)

Recent progress in machine learning approaches for predicting carcinogenicity in drug development

Le, N. Q. K., Tran, T. X., Nguyen, P. A., Ho, T. T. & Nguyen, V. N., 2024, In: Expert Opinion on Drug Metabolism and Toxicology. 20, 7, p. 621-628 8 p.

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

5 Citations (Scopus)

The observation that older men suffer from hip fracture at DXA T-scores higher than older women and a proposal of a new low BMD category, osteofrailia, for predicting fracture risk in older men

Wáng, Y. X. J., Xiao, B. H., Leung, J. C. S., Griffith, J. F., Aparisi Gómez, M. P., Bazzocchi, A., Diacinti, D., Chan, W. P., Guermazi, A. & Kwok, T. C. Y., 2024, (Accepted/In press) In: Skeletal Radiology. 54, 5, p. 925-936 12 p.

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

Open Access

3 Citations (Scopus)

2023

Application of artificial intelligence to stereotactic radiosurgery for intracranial lesions: detection, segmentation, and outcome prediction

Lin, Y. Y., Guo, W. Y., Lu, C. F., Peng, S. J., Wu, Y. T. & Lee, C. C., Feb 2023, In: Journal of Neuro-Oncology. 161, 3, p. 441-450 10 p.

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

7 Citations (Scopus)

Benzodiazepine Use and the Risk of Dementia in the Elderly Population: An Umbrella Review of Meta-Analyses

Wu, C.-C., Liao, M.-H., Su, C.-H., Poly, T. N. & Lin, M.-C., Oct 12 2023, In: Journal of Personalized Medicine. 13, 10

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

12 Citations (Scopus)

Climate change, air quality, and respiratory health: a focus on particle deposition in the lungs

Chang, J. H., Lee, Y. L., Chang, L. T., Chang, T. Y., Hsiao, T. C., Chung, K. F., Ho, K. F., Kuo, H. P., Lee, K. Y., Chuang, K. J. & Chuang, H. C., 2023, In: Annals of Medicine. 55, 2, 2264881.

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

Open Access

16 Citations (Scopus)

Clinical practice guidelines for the prevention and treatment of osteoporosis in Taiwan: 2022 update

Tai, T. W., Huang, C. F., Huang, H. K., Yang, R. S., Chen, J. F., Cheng, T. T., Chen, F. P., Chen, C. H., Chang, Y. F., Hung, W. C., Han, D. S., Chan, D. C., Tsai, C. C., Chen, I. W., Chan, W. P., Chang, H. J., Hwang, J. S. & Wu, C. H., 2023, In: Journal of the Formosan Medical Association. 122 , Suppl 1, p. S4-S13

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

Open Access

27 Citations (Scopus)

Comparison of the Radiographic and Clinical Outcomes Between Expandable Cage and Static Cage for Transforaminal Lumbar Interbody Fusion: A Systematic Review and Meta-Analysis

Su, Y. H., Wu, P. K., Wu, M. H., Wong, K. W., Li, W. W. & Chou, S. H., Nov 2023, In: World Neurosurgery. 179, p. 133-142 10 p.

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

Open Access

6 Citations (Scopus)

Current Progress of Platelet-Rich Derivatives in Cartilage and Joint Repairs

Bai, M. Y., Vy, V. P. T., Tang, S. L., Hung, T. N. K., Wang, C. W., Liang, J. Y., Wong, C. C. & Chan, W. P., Aug 2023, In: International journal of molecular sciences. 24, 16, 12608.

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

Open Access

18 Citations (Scopus)

Delirium assessment tools among hospitalized older adults: A systematic review and metaanalysis of diagnostic accuracy

Lin, C. J., Su, I. C., Huang, S. W., Chen, P. Y., Traynor, V., Chang, H. C., Liu, I. H., Lai, Y. S., Lee, H. C., Rolls, K. & Chiu, H. Y., Sept 2023, In: Ageing Research Reviews. 90, 102025.

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

16 Citations (Scopus)

Indications for and Outcomes of Three Unilateral Biportal Endoscopic Approaches for the Decompression of Degenerative Lumbar Spinal Stenosis: A Systematic Review

Bui, A. T., Trinh, G. M., Wu, M. H., Hoang, T. T., Hu, M. H. & Pao, J. L., Mar 2023, In: Diagnostics. 13, 6, 1092.

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

Open Access

10 Citations (Scopus)

Leveraging transformers-based language models in proteome bioinformatics

Le, N. Q. K., Dec 2023, In: Proteomics. 23, 23-24, 2300011.

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

36 Citations (Scopus)

The impact of air pollution on respiratory diseases in an era of climate change: A review of the current evidence

Tran, H. M., Tsai, F. J., Lee, Y. L., Chang, J. H., Chang, L. T., Chang, T. Y., Chung, K. F., Kuo, H. P., Lee, K. Y., Chuang, K. J. & Chuang, H. C., Nov 10 2023, In: Science of the Total Environment. 898, 166340.

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

139 Citations (Scopus)

2022

Comparative efficacy of digital cognitive behavioral therapy for insomnia: A systematic review and network meta-analysis

Hasan, F., Tu, Y.-K., Yang, C.-M., Gordon, C., Wu, D., Lee, H.-C., Yuliana, L. T., Herawati, L., Chen, T.-J. & Chiu, H.-Y., Feb 2022, In: Sleep Medicine Reviews. 61, 101567.

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

76 Citations (Scopus)

Comparison of long-term outcomes of spinal fusion surgeries supplemented with “topping-off” implants in lumbar degenerative diseases: A systematic review and network meta-analysis

Chiou, K., Chiu, Y. C., Lee, C. Y., Huang, T. J., Lai, Y. C., Yang, C. J., Hsu, J. C. & Wu, M. H., Dec 2022, In: North American Spine Society Journal. 12, 100177.

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

Open Access

2 Citations (Scopus)

Deep Learning for the Diagnosis of Esophageal Cancer in Endoscopic Images: A Systematic Review and Meta-Analysis

Islam, M. M., Poly, T. N., Walther, B. A., Yeh, C. Y., Seyed-Abdul, S., Li, Y. C. & Lin, M. C., Dec 2022, In: Cancers. 14, 23, 5996.

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

Open Access

23 Citations (Scopus)

'Improving smart medication management': an online expert discussion

Bates, D. W., Cheng, H.-Y., Cheung, N. T., Jew, R., Mir, F., Tamblyn, R. & Li, Y.-C., Apr 2022, In: BMJ health & care informatics. 29, 1, p. e100540

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

7 Citations (Scopus)

On the road to explainable AI in drug-drug interactions prediction: A systematic review

Vo, T. H., Nguyen, N. T. K., Kha, Q. H. & Le, N. Q. K., Jan 2022, In: Computational and Structural Biotechnology Journal. 20, p. 2112-2123 12 p.

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

Open Access

94 Citations (Scopus)

Pharmacological Prevention of Hypersensitivity Reactions Caused by Iodinated Contrast Media: A Systematic Review and Meta-Analysis

Hsieh, C., Wu, S. C., Kosik, R. O., Huang, Y. C. & Chan, W. P., Jul 2022, In: Diagnostics. 12, 7, 1673.

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

Open Access

12 Citations (Scopus)

Proton Pump Inhibitor Use and Risk of Gastric Cancer: Current Evidence from Epidemiological Studies and Critical Appraisal

Poly, T. N., Lin, M. C., Syed-Abdul, S., Huang, C. W., Yang, H. C. & Li, Y. C. J., Jul 2022, In: Cancers. 14, 13, 3052.

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

Open Access

25 Citations (Scopus)

2021

APQS consensus regarding patient shielding during routine radiographic imaging

Kosik, R. O., Quek, S. T., Kan, E., Aoki, S., Yang, C. H., Pongnapang, N., Setioko, M. & Chan, W. P., Jul 1 2021, In: British Journal of Radiology. 94, 1123, 20210252.

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

Artificial intelligence-based prediction of lung cancer risk using nonimaging electronic medical records: Deep learning approach

Yeh, M. C. H., Wang, Y. H., Yang, H. C., Bai, K. J., Wang, H. H. & Li, Y. C. J., Aug 2021, In: Journal of Medical Internet Research. 23, 8, e26256.

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

Open Access

45 Citations (Scopus)

A state-of-the-art survey on artificial intelligence to fight covid-19

Islam, M. M., Poly, T. N., Alsinglawi, B., Lin, M. C., Hsu, M. H. & Li, Y. C., May 1 2021, In: Journal of Clinical Medicine. 10, 9, 1961.

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

Open Access

13 Citations (Scopus)

Comparative efficacy and safety of hypnotics for insomnia in older adults: a systematic review and network meta-analysis

Chiu, H.-Y., Lee, H.-C., Liu, J.-W., Hua, S.-J., Chen, P.-Y., Tsai, P.-S. & Tu, Y.-K., May 1 2021, In: Sleep. 44, 5, zsaa260.

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

26 Citations (Scopus)

Effects of obesity on pulmonary function considering the transition from obstructive to restrictive pattern from childhood to young adulthood

Huang, L., Wang, S. T., Kuo, H. P., Delclaux, C., Jensen, M. E., Wood, L. G., Costa, D., Nowakowski, D., Wronka, I., Oliveira, P. D., Chen, Y. C., Chen, Y. C. & Lee, Y. L., Dec 2021, In: Obesity Reviews. 22, 12, e13327.

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

10 Citations (Scopus)

Exosomal components and modulators in colorectal cancer: Novel diagnosis and prognosis biomarkers

Chang, Y. C., Chan, M. H., Li, C. H., Fang, C. Y., Hsiao, M. & Chen, C. L., Aug 2021, In: Biomedicines. 9, 8, 931.

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

Open Access

18 Citations (Scopus)

Impact of DSMES app interventions on medication adherence in type 2 diabetes mellitus: Systematic review and meta-analysis

Enricho Nkhoma, D., Jenya Soko, C., Joseph Banda, K., Greenfield, D., Li, Y. C. & Iqbal, U., Apr 2021, In: BMJ Health and Care Informatics. 28, 1, e100291.

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

Open Access

26 Citations (Scopus)

Inhibition of glutaminolysis in combination with other therapies to improve cancer treatment

Shen, Y. A., Chen, C. L., Huang, Y. H., Evans, E. E., Cheng, C. C., Chuang, Y. J., Zhang, C. & Le, A., Jun 2021, In: Current Opinion in Chemical Biology. 62, p. 64-81 18 p.

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

Open Access

47 Citations (Scopus)

Mechanical properties of compact bone defined by the stress-strain curve measured using uniaxial tensile test: A concise review and practical guide

Lin, C. Y. & Kang, J. H., Aug 1 2021, In: Materials. 14, 15, 4224.

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

Open Access

57 Citations (Scopus)

Obesity and Mortality Among Patients Diagnosed With COVID-19: A Systematic Review and Meta-Analysis

Poly, T. N., Islam, M. M., Yang, H. C., Lin, M. C., Jian, W. S., Hsu, M. H. & Jack Li, Y. C., Feb 5 2021, In: Frontiers in Medicine. 8, 620044.

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

Open Access

100 Citations (Scopus)

2020

Adoption of Regulations for Cell Therapy Development: Linkage Between Taiwan and Japan

Tsai, T. H., Ling, T. Y. & Lee, C. H., Nov 2020, In: Clinical and Translational Science. 13, 6, p. 1045-1047 3 p.

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

Open Access

4 Citations (Scopus)

Clinical Characteristics and Neonatal Outcomes of Pregnant Patients With COVID-19: A Systematic Review

Islam, M. M., Poly, T. N., Walther, B. A., Yang, H. C., Wang, C. W., Hsieh, W. S., Atique, S., Salmani, H., Alsinglawi, B., Lin, M. C., Jian, W. S. & Jack Li, Y. C., Dec 3 2020, In: Frontiers in Medicine. 7, 573468.

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

Open Access

26 Citations (Scopus)

Comparison of multivariable logistic regression and other machine learning algorithms for prognostic prediction studies in pregnancy care: Systematic review and meta-analysis

Sufriyana, H., Husnayain, A., Chen, Y. L., Kuo, C. Y., Singh, O., Yeh, T. Y., Wu, Y. W. & Su, E. C. Y., Nov 2020, In: JMIR Medical Informatics. 8, 11, e16503.

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

Open Access

75 Citations (Scopus)

Novel insights into the pathogenesis of spinal sarcopenia and related therapeutic approaches: A narrative review

Kuo, Y. K., Lin, Y. C., Lee, C. Y., Chen, C. Y., Tani, J., Huang, T. J., Chang, H. & Wu, M. H., Apr 2 2020, In: International journal of molecular sciences. 21, 8, 3010.

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

Open Access

16 Citations (Scopus)

Statin use and the risk of hepatocellular carcinoma: A meta-analysis of observational studies

Islam, M. M., Poly, T. N., Walther, B. A., Yang, H. C. & Li, Y. C., Mar 2020, In: Cancers. 12, 3, 671.

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

Open Access

78 Citations (Scopus)

2019

A positive legacy of trauma? A study on the impact of natural disasters on medical utilization

Iqbal, U., Li, Y.-C. J., Tang, K.-P., Chien, H.-C., Yang, Y.-T. & Hsu, Y.-H. E., Feb 1 2019, In: International Journal for Quality in Health Care. 31, 1, p. 64-69 6 p.

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

1 Citation (Scopus)

Application of Computational Biology and Artificial Intelligence Technologies in Cancer Precision Drug Discovery

Nagarajan, N., Yapp, E. K. Y., Le, N. Q. K., Kamaraj, B., Al-Subaie, A. M. & Yeh, H. Y., Jan 1 2019, In: BioMed Research International. 2019, 8427042.

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

Open Access

63 Citations (Scopus)

Associations between sleep disturbances and suicidal ideation, plans, and attempts in adolescents: a systematic review and meta-analysis

Liu, J. W., Tu, Y. K., Lai, Y. F., Lee, H. C., Tsai, P. S., Chen, T. J., Huang, H. C., Chen, Y. T. & Chiu, H. Y., Jun 11 2019, In: Sleep. 42, 6, zsz054.

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

Open Access

102 Citations (Scopus)

2018

Adverse outcomes of long-term use of proton pump inhibitors: a systematic review and meta-analysis

Islam, M. M., Poly, T. N., Walther, B. A., Dubey, N. K., Anggraini Ningrum, D. N., Shabbir, S.-A. & Jack Li, Y.-C., Dec 1 2018, In: European Journal of Gastroenterology and Hepatology. 30, 12, p. 1395-1405 11 p.

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

69 Citations (Scopus)

Associations between sleep duration and suicidality in adolescents: A systematic review and dose–response meta-analysis

Chiu, H. Y., Lee, H. C., Chen, P. Y., Lai, Y. F. & Tu, Y. K., Dec 1 2018, In: Sleep Medicine Reviews. 42, p. 119-126 8 p.

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

116 Citations (Scopus)

Characterization and management of various renal cystic lesions by sonographic features

Tay, S. Y., Tiu, C. M., Hu, B., Wang, H. K., Chiou, H. J., Lin, Y. H., Lai, Y. C., Chan, W. P. & Chou, Y. H., Dec 2018, In: Journal of the Chinese Medical Association. 81, 12, p. 1017-1026 10 p.

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

6 Citations (Scopus)

First-line a direct aspiration first-pass technique vs. First-line stent retriever for acute ischemic stroke therapy: A meta-analysis

Hsieh, K. L. C., Chuang, K. I., Weng, H. H., Cheng, S. J., Chiang, Y. & Chen, C. Y., Sept 25 2018, In: Frontiers in Neurology. 9, SEP, 801.

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

10 Citations (Scopus)

Particulate air pollution and neurological diseases: The role of tauopathies

Chuang, H.-C., Wu, D. & Kang, J., Apr 12 2018, In: UV/VIS Spectrophotometry. 3, 1, p. 4-7

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

​Professional Master Program in Artificial Intelligence in Medicine

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Professional Master Program in Artificial Intelligence in Medicine