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Research Output 2015 2019

  • 227 Citations
  • 8 h-Index
  • 36 Article
  • 10 Editorial
  • 6 Conference contribution
  • 1 Letter
2019

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

Artificial Intelligence
Chest Pain
Artificial intelligence
Neural networks
Neural Networks (Computer)

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

Medication Errors
Electronic Health Records
Statistical Models
Sensitivity analysis
Prescriptions

Artificial intelligence in diabetic retinopathy: Insights from a meta-analysis of deep learning

Poly, T. N., Mohaimenul Islam, M., Yang, H. C., Nguyen, P. A., Wu, C. C. & Lia, 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. 1556-1557 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

Artificial Intelligence
Diabetic Retinopathy
Artificial intelligence
Meta-Analysis
Learning
1 Citation (Scopus)

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

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

Hydroxymethylglutaryl-CoA Reductase Inhibitors
Observational Studies
Dementia
Meta-Analysis
Odds Ratio
Quality of Health Care
Patient Safety
Patient Satisfaction
Patient Care
Learning
Deep learning

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

Learning algorithms
Colorectal Neoplasms
Learning
Area Under Curve
Sensitivity and Specificity

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, e17461.

Research output: Contribution to journalArticle

Open Access
Hypoglycemic Agents
pioglitazone
Neoplasms
Odds Ratio
Confidence Intervals

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

Psoriasis
Multiple Sclerosis
Observational Studies
Bibliography
PubMed

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

3 Citations (Scopus)
Parkinson Disease
Meta-Analysis
Anti-Inflammatory Agents
Pharmaceutical Preparations
Population
Taiwan
Learning
Health
Community Health Planning
Electronic Health Records
2 Citations (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

Fatty Liver
Liver
Learning algorithms
Learning systems
Liver Diseases
6 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

Learning systems
Meta-Analysis
Sepsis
Learning algorithms
Machine Learning
10 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

Proton Pump Inhibitors
Hip Fractures
Observational Studies
Meta-Analysis
Therapeutics

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

Rheumatic Fever
Cohort Studies
Myocardial Infarction
Population
International Classification of Diseases

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

Gout
Case-Control Studies
Pharmaceutical Preparations
Neoplasms
2018

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

Knowledge Bases
Herbal Medicine
Association rules
Gold
Health insurance
2 Citations (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

Liver
Learning systems
Liver Diseases
Fatty Liver
Logistic Models

Development of user-friendly tools for biomedical research and healthcare

Yang, H. C., Islam, M. M. & (Jack) Li, Y. C., Dec 1 2018, In : Computer Methods and Programs in Biomedicine. 167, p. A1

Research output: Contribution to journalEditorial

Biomedical Research
Delivery of Health Care
6 Citations (Scopus)

Gout drugs use and risk of cancer: A case-control study

Yang, H. C., Nguyen, P. A. A., Islam, M., Huang, C. W., Poly, T. N., Iqbal, U. & Li, Y. C. J., Jan 1 2018, (Accepted/In press) In : Joint Bone Spine.

Research output: Contribution to journalArticle

Gout
Case-Control Studies
Odds Ratio
Confidence Intervals
Pharmaceutical Preparations
8 Citations (Scopus)

Increased Risk of Dementia in Patients with Antidepressants: A Meta-Analysis of Observational Studies

Wang, Y. C., Tai, P. A., Poly, T. N., Islam, M. M., Yang, H. C., Wu, C. C. & Li, Y. C. J., Jan 1 2018, In : Behavioural Neurology. 2018, 1 p.

Research output: Contribution to journalArticle

Antidepressive Agents
Observational Studies
Dementia
Meta-Analysis
MEDLINE
2 Citations (Scopus)

Levothyroxine use and the risk of breast cancer: a nation-wide population-based case–control study

Wu, C. C., Yu, Y. Y., Yang, H. C., Nguyen, P. A., Poly, T. N., Islam, M. M., Iqbal, U., Khan, H. A. A., Wang, Y. C., Cheng, Y. T., Li, Y. C. & Jian, W. S., Aug 1 2018, In : Archives of Gynecology and Obstetrics. 298, 2, p. 389-396 8 p.

Research output: Contribution to journalArticle

Thyroxine
Confidence Intervals
Breast Neoplasms
Odds Ratio
Population

Monitor, reduce and prevent the adverse outcomes for ensuring patient safety

Yang, H-C., Islam, M. D. M. & Li, Y-C. J., Jul 1 2018, In : International Journal for Quality in Health Care. 30, 6, p. 415 1 p.

Research output: Contribution to journalArticle

Potentiality of deep learning application in healthcare

Yang, H. C., Islam, M. M. & (Jack) Li, Y. C., Jul 1 2018, In : Computer Methods and Programs in Biomedicine. 161, p. A1

Research output: Contribution to journalEditorial

Learning
Delivery of Health Care
Deep learning

Risk of Hemorrhagic Stroke in Patients Exposed to Nonsteroidal Anti-Inflammatory Drugs: A Meta-Analysis of Observational Studies

Islam, M. M., Poly, T. N., Walther, B. A., Yang, H. C., Lin, M. C. & Li, Y. C., Jan 1 2018, (Accepted/In press) In : Neuroepidemiology. p. 166-176 11 p.

Research output: Contribution to journalArticle

Observational Studies
Meta-Analysis
Anti-Inflammatory Agents
Stroke
Odds Ratio
2017
7 Citations (Scopus)

A personalized medication management platform (PMMP) to improve medication adherence: A randomized control trial

Huang, C. Y., Nguyen, P. A. A., Clinciu, D. L., Hsu, C. K., Lu, J. C. R., Yang, H. C., Wu, C. C., Tsai, W. C., Chou, Y. C., Kuo, T. B. J., Chang, P. L., Jian, W. S. & Li, Y. C. J., Mar 1 2017, In : Computer Methods and Programs in Biomedicine. 140, p. 275-281 7 p.

Research output: Contribution to journalArticle

Medication Adherence
Health
Control Groups
Insurance
Costs
1 Citation (Scopus)
Gene Expression Profiling
Benzodiazepines
Gene expression
Bioinformatics
Breast Neoplasms
3 Citations (Scopus)

Does aspirin use reduce the risk for cancer?

Usman, I., Yang, H. C., Jian, W. S., Yen, Y. & Li, Y. C., Feb 1 2017, In : Journal of Investigative Medicine. 65, 2, p. 391-392 2 p.

Research output: Contribution to journalArticle

Aspirin
Digestive system
Digestive System
Neoplasms
International Classification of Diseases
2 Citations (Scopus)

E-health literacy and health information seeking behavior Among University Students in Bangladesh

Islam, M. M., Touray, M., Yang, H. C., Poly, T. N., Nguyen, P. A., Li, Y. C. & Abdul, S. S., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, p. 122-125 4 p. (Studies in Health Technology and Informatics; vol. 245).

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

Information Seeking Behavior
Social Media
Health Literacy
Bangladesh
Health
14 Citations (Scopus)

Exploring association between statin use and breast cancer risk: an updated meta-analysis

Islam, M. M., Yang, H. C., Nguyen, P. A., Poly, T. N., Huang, C. W., Kekade, S., Khalfan, A. M., Debnath, T., Li, Y. C. J. & Abdul, S. S., Sep 22 2017, (Accepted/In press) In : Archives of Gynecology and Obstetrics. p. 1-11 11 p.

Research output: Contribution to journalArticle

Hydroxymethylglutaryl-CoA Reductase Inhibitors
Meta-Analysis
Breast Neoplasms
Odds Ratio
Observational Studies
6 Citations (Scopus)

Exploring the Association between Statin Use and the Risk of Parkinson's Disease: A Meta-Analysis of Observational Studies

Poly, T. N., Islam, M. M., Walther, B. A., Yang, H. C., Nguyen, P. A., Huang, C. W., Shabbir, S. A. & Li, Y. C. J., Dec 1 2017, In : Neuroepidemiology. 49, 3-4, p. 142-151 10 p.

Research output: Contribution to journalArticle

Hydroxymethylglutaryl-CoA Reductase Inhibitors
Observational Studies
Parkinson Disease
Meta-Analysis
Simvastatin
3 Citations (Scopus)

Psychotropic medications prescribing trends in adolescents: A nationwide population-based study in Taiwan

Tsai, C. Y., Yang, H. C., Islam, M., Hsieh, W. S., Juan, S. H., Chen, J. C., Khan, H. A. A. & Jian, W. S., Oct 1 2017, In : International Journal for Quality in Health Care. 29, 6, p. 861-866 6 p., mzx123.

Research output: Contribution to journalArticle

Psychotropic Drugs
Taiwan
Population
Hypnotics and Sedatives
Antidepressive Agents
2016
5 Citations (Scopus)
Chinese Traditional Medicine
Prescriptions
Inappropriate Prescribing
Medication Errors
Clinical Decision Support Systems

Automated classification of fatty liver disease using ultrasound images

Lu, R., Wu, C. C., Yang, H. C. & Li, Y. C., Jul 1 2016, In : Computer Methods and Programs in Biomedicine. 130, p. A1-A2

Research output: Contribution to journalEditorial

Ultrasonography
Automation
Fatty Liver
Liver
Liver Diseases
16 Citations (Scopus)

Cancer-disease associations: A visualization and animation through medical big data

Usman, I., Hsu, C-K., Nguyen, P. A. A., Clinciu, D. L., Lu, R., Shabbir, S. A., Yang, H-C., Wang, Y-C., Huang, C-Y., Huang, C-W., Chang, Y-C., Hsu, M-H., Jian, W-S. & Li, Y-C. J., Apr 2016, In : Computer Methods and Programs in Biomedicine. 127, p. 44-51 8 p.

Research output: Contribution to journalArticle

Animation
Visualization
Neoplasms
Health insurance
Oncology
23 Citations (Scopus)

Curative-Intent Aggressive Treatment Improves Survival in Elderly Patients with Locally Advanced Head and Neck Squamous Cell Carcinoma and High Comorbidity Index

Chen, J. H., Yen, Y. C., Yang, H. C., Liu, S. H., Yuan, S. P., Wu, L. L., Lee, F. P., Lin, K. C., Lai, M. T., Wu, C. C., Chen, T. M., Chang, C. L., Chow, J. M., Ding, Y. F. & Wu, S. Y., Apr 1 2016, In : Medicine (United States). 95, 14, e3268.

Research output: Contribution to journalArticle

Comorbidity
Survival
Neoplasms
Radiotherapy
Therapeutics

Editorial

Lo, C. M., Yang, H. C. & Li, Y. C., Feb 1 2016, In : Computer Methods and Programs in Biomedicine. 124, p. 1 1 p.

Research output: Contribution to journalEditorial

Solitary Pulmonary Nodule
Carotid Intima-Media Thickness
Endosonography
X Ray Computed Tomography
Bone and Bones

Editorial

Lu, R., Yang, H. C. & Li, Y. C. J., Jan 1 2016, In : Computer Methods and Programs in Biomedicine. 123, p. 1 1 p.

Research output: Contribution to journalEditorial

Wireless Technology
Mammary Ultrasonography
Medical Informatics
Orthopedics

Metabolomics processing made easier

Lu, R., Wu, C. C., Yang, H. C. & Jack Li, Y. C., Jun 1 2016, In : Computer Methods and Programs in Biomedicine. 129, p. A1-A2

Research output: Contribution to journalEditorial

Metabolomics
Computational Biology
Processing
Computer-Assisted Diagnosis
Wireless Technology
Cardiovascular system
Bayes Theorem
Decision Support Techniques
1 Citation (Scopus)

Reliable and stable computer-aided diagnosis systems for images

Yang, H. C., Lu, R., Wu, C. C. & Li, Y. C., May 1 2016, In : Computer Methods and Programs in Biomedicine. 128, p. A1-A2

Research output: Contribution to journalEditorial

Computer aided diagnosis
2 Citations (Scopus)

Social media as a primary source of medical knowledge acquisition and dissemination

Wu, C. C., Lu, R., Yang, H. C. & Li, Y. C. J., Apr 1 2016, In : Computer Methods and Programs in Biomedicine. 127, p. A1

Research output: Contribution to journalEditorial

Social Media
Knowledge acquisition
8 Citations (Scopus)

The effect of particulate matter size on cardiovascular health in Taipei Basin, Taiwan

Yang, H. C., Chang, S. H., Lu, R. & Liou, D. M., Dec 1 2016, In : Computer Methods and Programs in Biomedicine. 137, p. 261-268 8 p.

Research output: Contribution to journalArticle

Particulate Matter
Taiwan
Cardiovascular Diseases
Health
Air Pollutants
2015
8 Citations (Scopus)
Electronic Health Records
Chronic Renal Insufficiency
Cohort Studies
Research Personnel
Administrative Personnel
42 Citations (Scopus)

Cancer risk in HBV patients with statin and metformin use a population-based cohort study

Chen, C-I., Kuan, C. F., Fang, Y. A., Liu, S. H., Liu, J-C., Wu, L. L., Chang, C. J., Yang, H. C., Hwang, J-L., Miser, J. & Wu, S-Y., Feb 2 2015, In : Medicine (United States). 94, 6, e462.

Research output: Contribution to journalArticle

Hydroxymethylglutaryl-CoA Reductase Inhibitors
Metformin
Hepatitis B virus
Cohort Studies
Population
8 Citations (Scopus)

Interactions between traditional Chinese medicine and western drugs in Taiwan: A population-based study

Chen, K. C., Lu, R., Usman, I., Hsu, K. C., Chen, B-L., Nguyen, P. A., Yang, H. C., Huang, C. W., Li, Y. C. J., Jian, W. S. & Tsai, S. H., Dec 1 2015, In : Computer Methods and Programs in Biomedicine. 122, 3, p. 462-470 9 p.

Research output: Contribution to journalArticle

Drug interactions
Chinese Traditional Medicine
Taiwan
Medicine
Herb-Drug Interactions
25 Citations (Scopus)

Is long-term use of benzodiazepine a risk for cancer?

Usman, I., Nguyen, P. A., Syed-Abdul, S., Yang, H. C., Huang, C. W., Jian, W. S., Hsu, M. H., Yen, Y. & Li, Y. C., Feb 1 2015, In : Medicine (United States). 94, 6, p. e483

Research output: Contribution to journalArticle

Benzodiazepines
Neoplasms
Medazepam
Nitrazepam
Oxazepam