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Research Output

2020

A patient-oriented, general-practitioner-level, deep-learning-based cutaneous pigmented lesion risk classifier on a smartphone

Chin, Y. P. H., Hou, Z. Y., Lee, M. Y., Chu, H. M., Wang, H. H., Lin, Y. T., Gittin, A., Chien, S. C., Nguyen, P. A., Li, L. C., Chang, T. H. & Li, Y. C. J., Jan 1 2020, (Accepted/In press) In : British Journal of Dermatology.

Research output: Contribution to journalLetter

Application of a Common Data Model (CDM) to rank the paediatric user and prescription prevalence of 15 different drug classes in South Korea, Hong Kong, Taiwan, Japan and Australia: An observational, descriptive study

Brauer, R., Wong, I. C. K., Man, K. K. C., Pratt, N. L., Park, R. W., Cho, S. Y., Li, Y. C., Iqbal, U., Nguyen, P. A. A. & Schuemie, M., Jan 13 2020, In : BMJ Open. 10, 1, p. e032426 032426.

Research output: Contribution to journalArticle

Open Access

Application of Basic Epidemiologic Principles and Electronic Health Records in a Deep Learning Prediction Model-Reply

Wang, H. H., Liang, C. W. & Li, Y. C., Jan 1 2020, (Accepted/In press) In : JAMA Dermatology.

Research output: Contribution to journalLetter

Association between benzodiazepines use and risk of hip fracture in the elderly people: A meta-analysis of observational studies

Poly, T. N., Islam, M. M., Yang, H. C. & Li, Y. C. J., Mar 2020, In : Joint Bone Spine. 87, 3, p. 241-249

Research output: Contribution to journalArticle

1 Citation (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 journalReview article

Open Access
2019

A machine learning approach for predicting urine output after fluid administration

Lin, P. C., Huang, H. C., Komorowski, M., Lin, W. K., Chang, C. M., Chen, K. T., Li, Y. C. & Lin, M. C., Aug 1 2019, In : Computer Methods and Programs in Biomedicine. 177, p. 155-159 5 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

An artificial intelligence approach to early predict non-ST-elevation myocardial infarction patients with chest pain

Wu, C. C., Hsu, W. D., Islam, M. M., Poly, T. N., Yang, H. C., Nguyen, P. AA., Wang, Y. C. & Li, Y. CJ., May 1 2019, In : Computer Methods and Programs in Biomedicine. 173, p. 109-117 9 p.

Research output: Contribution to journalArticle

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 journalReview article

A probabilistic model for reducing medication errors: A sensitivity analysis using Electronic Health Records data

Huang, C. Y., Nguyen, P. A., Yang, H. C., Islam, M. M., Liang, C. W., Lee, F. P. & (Jack) Li, Y. C., Mar 1 2019, In : Computer Methods and Programs in Biomedicine. 170, p. 31-38 8 p.

Research output: Contribution to journalArticle

Open Access
7 Citations (Scopus)

Association Between Atrial Fibrillation and Dementia: A Meta-Analysis

Islam, M. M., Poly, T. N., Walther, B. A., Yang, H. C., Wu, C. C., Lin, M. C., Chien, S. C. & Li, Y. C., Nov 8 2019, In : Frontiers in Aging Neuroscience. 11, 305.

Research output: Contribution to journalReview article

Open Access

Association between gout and cardiovascular disease risk: A nation-wide case-control study

Liang, C-W., Islam, M. M., Poly, T. N., Yang, H-C. & Jack Li, Y-C., May 2019, In : Joint Bone Spine.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Association between Use of Statin and Risk of Dementia: A Meta-Analysis of Observational Studies

Poly, T. N., Islam, M. M., Walther, B. A., Yang, H. C., Wu, C. C., Lin, M. C. & Li, Y. C., Jan 1 2019, (Accepted/In press) In : Neuroepidemiology.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Development of deep learning algorithm for detection of colorectal cancer in EHR data

Wang, Y. H., Nguyen, P. A., Mohaimenul Islam, M., Li, Y. C. & Yang, H. C., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 438-441 4 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Does long-term use of antidiabetic drugs changes cancer risk?

Liu, Y. C., Nguyen, P. A., Humayun, A., Chien, S. C., Yang, H. C., Asdary, R. N., Syed-Abdul, S., Hsu, M. H., Moldovan, M., Yen, Y., Li, Y. C., Jian, W. S. & Iqbal, U., Oct 1 2019, In : Medicine (United States). 98, 40, p. e17461 e17461.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Evaluation of user satisfaction and usability of a mobile app for smoking cessation

Luna-Perejon, F., Malwade, S., Styliadis, C., Civit, J., Cascado-Caballero, D., Konstantinidis, E., Abdul, S. S., Bamidis, P. D., Civit, A. & Li, Y. C. J., Dec 2019, In : Computer Methods and Programs in Biomedicine. 182, 105042.

Research output: Contribution to journalArticle

Open Access

Graft rejection prediction following kidney transplantation using machine learning techniques: A systematic review and meta-analysis

Nursetyo, A. A., Syed-Abdul, S., Uddin, M. & Li, Y. C., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 10-14 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Increase Risk of Multiple Sclerosis in Patients with Psoriasis Disease: An Evidence of Observational Studies

Islam, M. M., Poly, T. N., Yang, H. C., Wu, C. C. & Li, Y. C., Jan 1 2019, (Accepted/In press) In : Neuroepidemiology. p. 152-160 9 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Is care safe today?

Iqbal, U., Arshed Ali Khan, H. & Li, Y. C. J., Oct 31 2019, In : International Journal for Quality in Health Care. 31, 8, p. 575-576 2 p.

Research output: Contribution to journalEditorial

Lien entre goutte et risque cardiovasculaire: étude cas-témoin nationale

Liang, C. W., Islam, M. M., Poly, T. N., Yang, H. C. & Li, Y. C. J., Nov 2019, In : Revue du Rhumatisme (Edition Francaise). 86, 6, p. 643-644 2 p.

Research output: Contribution to journalLetter

More patient data, greater opportunities and higher quality

Lin, M. C. & Li, Y. C. J., Jul 1 2019, In : International Journal for Quality in Health Care. 31, 6, 1 p.

Research output: Contribution to journalEditorial

Multinational comparison of new antidepressant use in older adults: A cohort study

Tamblyn, R., Bates, D. W., Buckeridge, D. L., Dixon, W., Forster, A. J., Girard, N., Haas, J., Habib, B., Kurteva, S., Li, J. & Sheppard, T., May 1 2019, In : BMJ Open. 9, 5, e027663.

Research output: Contribution to journalArticle

Open Access
5 Citations (Scopus)
10 Citations (Scopus)

Opening the Black Box: Explaining the Process of Basing a Health Recommender System on the I-Change Behavioral Change Model

Hors-Fraile, S., De Vries, H., Malwade, S., Luna-Perejon, F., Amaya, C., Civit, A., Schneider, F., Bamidis, P., Syed-Abdul, S. & Li, Y. C., Jan 1 2019, In : IEEE Access. 7, p. 176525-176540 16 p., 8922703.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Prediction of fatty liver disease using machine learning algorithms

Wu, C. C., Yeh, W. C., Hsu, W. D., Islam, M. M., Nguyen, P. AA., Poly, T. N., Wang, Y. C., Yang, H. C. & (Jack) Li, Y. C., Mar 1 2019, In : Computer Methods and Programs in Biomedicine. 170, p. 23-29 7 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Prediction of sepsis patients using machine learning approach: A meta-analysis

Islam, M. M., Nasrin, T., Walther, B. A., Wu, C. C., Yang, H. C. & Li, Y. C., Mar 1 2019, In : Computer Methods and Programs in Biomedicine. 170, p. 1-9 9 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)

Proton pump inhibitors and risk of hip fracture: a meta-analysis of observational studies

Poly, T. N., Islam, M. M., Yang, H. C., Wu, C. C. & Li, Y. C. . J. ., Jan 18 2019, In : Osteoporosis International. 30, 1, p. 103-114 12 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)

Quality improvement in healthcare: the need for valid, reliable and efficient methods and indicators

Islam, M. & Li, Y. C., Aug 1 2019, In : International Journal for Quality in Health Care. 31, 7, p. 495-496 2 p.

Research output: Contribution to journalEditorial

Open Access

Response to letter: 'Proton pump inhibitors therapy and the risk of major osteoporotic nonhip fractures in older adults in Taiwan'

Islam, M. M., Poly, T. N., Walther, B. A., Dubey, N. K., Ningrum, D. N. A., Syed-Abdul, S. & Li, Y. C. J., Feb 1 2019, In : European journal of gastroenterology & hepatology. 31, 2, 1 p.

Research output: Contribution to journalArticle

Retinal Vessels Detection Using Convolutional Neural Networks in Fundus Images

Islam, M. M., Poly, T. N. & Li, Y-C. J., Jan 1 2019, In : bioRxiv.

Research output: Contribution to journalArticle

Risk of acute myocardial infarction in patients with rheumatic arthritis: A national-wide population-based cohort study

Mohaimenul Islam, M., Poly, T. N., Yang, H. C. & Li, Y. C., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1494-1495 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Traitements de la goutte et risque de cancer: étude cas témoins

Yang, H. C., Nguyen, P. A. A., Islam, M., Huang, C. W., Poly, T. N., Iqbal, U. & Li, Y. C. J., Jan 1 2019, In : Revue du Rhumatisme (Edition Francaise).

Research output: Contribution to journalArticle

Virtual reality among the elderly: A usefulness and acceptance study from Taiwan

Syed-Abdul, S., Malwade, S., Nursetyo, A. A., Sood, M., Bhatia, M., Barsasella, D., Liu, M. F., Chang, C. C., Srinivasan, K., Raja, M. & Li, Y. C. J., Aug 19 2019, In : BMC Geriatrics. 19, 1, 223.

Research output: Contribution to journalArticle

Open Access
2 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 journalReview article

17 Citations (Scopus)

A hackathon promoting Taiwanese health-IoT innovation

Iqbal, U., Dagan, A., Syed-Abdul, S., Celi, L. A., Hsu, M-H. & Li, Y-CJ., 2018, In : Computer Methods and Programs in Biomedicine. 163, p. 29-32 4 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

AI in Medicine: Big Data Remains a Challenge

Lin, M. C., Iqbal, U. & Li, Y. C., Oct 1 2018, In : Computer Methods and Programs in Biomedicine. 164, p. A1

Research output: Contribution to journalEditorial

An automated technique to construct a knowledge base of traditional Chinese herbal medicine for cancers: An exploratory study for breast cancer

Nguyen, P. A., Yang, H. C., Xu, R. & Li, Y. C., Jan 1 2018, Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018. IOS Press, p. 661-665 5 p. (Studies in Health Technology and Informatics; vol. 247).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Applications of machine learning in fatty live disease prediction

Mohaimenul Islam, M., Wu, C. C., Poly, T. N., Yang, H. C. & Li, Y. C., Jan 1 2018, Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018. IOS Press, p. 166-170 5 p. (Studies in Health Technology and Informatics; vol. 247).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

A recommender system to quit smoking with mobile motivational messages: study protocol for a randomized controlled trial

Hors-Fraile, S., Malwade, S., Spachos, D., Fernandez-Luque, L., Su, C. T., Jeng, W. L., Syed-Abdul, S., Bamidis, P. & Li, Y. C. J., Nov 9 2018, In : Trials. 19, 1, 1 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Artificial-intelligence-based prediction of clinical events among hemodialysis patients using non-contact sensor data

Thakur, S. S., Abdul, S. S., Shannon Chiu, H. Y., Roy, R. B., Huang, P. Y., Malwade, S., Nursetyo, A. A. & Jack Li, Y. C., Sep 1 2018, In : Sensors (Switzerland). 18, 9, 2833.

Research output: Contribution to journalArticle

7 Citations (Scopus)