(03) 3283201轉8618











多變量統計(Multivariate Data Analysis)、機器學習(Machine Learning)、健康大數據(Big Data in Health)、問卷設計與測量(Survey Design)


[研究領域: 應用機器學習於運動領域]

  1. Lin, Y. K., Chen, C. Y., Cheung, D. S. T., Montayre, J., Lee, C. Y., & Ho, M. H. (2022). The relationship between physical activity trajectories and frailty: a 20-year prospective cohort among community-dwelling older people. BMC geriatrics22(1), 1-11.
  2. Wang, S. T., Lin, Y. K., Weng, S. F., Huang, C. L., Huang, H. C., Chiu, Y. C., & Hu, S. (2020). Skeletal Muscle Ratio: A Complete Mediator of Physical Activity and HbA1C in Type 2 Diabetes. Biological Research For Nursing, 1099800420942884.
  3. Huang, M. K., Chang, K. S., Kao, W. F., Li, L. H., How, C. K., Wang, S. H., Lin, Y. K., ... & Chiu, Y. H. (2021). Visual hallucinations in 246-km mountain ultra-marathoners: An observational study. Chinese Journal of Physiology, 64(5), 225.
  4. Liu, C. H., Li, L. H., Chang, M. L., Kao, W. F., How, C. K., Lai, J. I. Lin, Y. K., ... & Chang, W. H. (2021). Electrical Cardiometry and Cardiac Biomarkers in 24-h and 48-h Ultramarathoners. International Journal of Sports Medicine42(11), 1035-1042.
  5. Walsh, M. A., Clarke, M. M., Allen, S. R., Holmstrup, M. E., Lin, Y. K., & Jensen, B. T. (2020). Observations of the Exercise-Induced Interarm Blood Pressure Difference. Translational Journal of the American College of Sports Medicine, 5(11), 1-6.
  6. Lee, P. H., Kuo, S. Y., Ou, T. S., Lin, Y. K., Chi, M. J., Chen, S. R., ... & Lai, H. R. (2019). Predicting exercise intentions and behaviors of Taiwanese children in a longitudinal sample. Journal of pediatric nursing.
  7. Sophia, H. H., Mei, R. F., Liu, S., Lin, Y. K., & Chang, W. Y. (2018). Physical Activity Among Chinese American Immigrants with Prediabetes or Type 2 Diabetes. AJN The American Journal of Nursing, 118(2), 24-32.
  8. Holmstrup, M. E., Clarke, M. M., Conner, C. R., Lin, Y. K., & Jensen, B. T. (2017). The Effect Of Exercise On Inter-arm Systolic Blood Pressure Difference: 3185 Board# 90 June 2 2. Medicine & Science in Sports & Exercise, 49(5S), 901.
  9. Chen, H. C., Chuang, T. Y., Lin, P. C., Lin, Y. K., & Chuang, Y. H. (2017). Effects of Messages Delivered by Mobile Phone on Increasing Compliance With Shoulder Exercises Among Patients With a Frozen Shoulder. Journal of Nursing Scholarship, 49(4), 429-437.
  10. Jensen, B. T., Lin, Y. K., Hydock, D. S., Lien, C. Y., Takach, O. P., Schneider, C. M., et al. (2010, June). Use of a Discriminant Analysis Model to Evaluate the Protective Effect of Exercise Against DOX Mediated Cardiotoxicity [Abstract]. Medicine & Science in Sports & Exercise, 42(5), 5. (SCI)

[研究領域: 問卷設計與心理測量]

  1. Ho, M. H., Traynor, V., Chen, K. H., Montayre, J., Lin, Y. K*., & Chang, H. C. (2021). Delirium care knowledge in critical care nurses: A multiple‐choice question‐based quiz. Nursing in critical care26(3), 190-200..
  2. Pangaribuan, S. M., Lin, Y. K., Lin, M. F., & Chang, H. J. (2021). Mediating Effects of Coping Strategies on the Relationship Between Mental Health and Quality of Life Among Indonesian Female Migrant Workers in Taiwan. Journal of Transcultural Nursing, 10436596211057289.
  3. Ho, M. H., Lee, Y. W., Wang, M. H., Lin, Y. F., Chang, H. C. R., Lin, Y. K., ... & Montayre, J. (2021). Screening malnutrition in long-term care facility: A cross-sectional study comparing mini nutritional assessment (MNA) and minimum data set (MDS). Collegian.
  4. Kuo, S. F., Hou, W. H., Chang, C. C., Liao, Y. M., Cheng, S. Y., Chou, Y. H., Lin, Y. K. & Chen, I. H. (2019). Development and psychometric testing of the Chinese version of the Resilience Scale for Southeast Asian immigrant women who divorced in Taiwan. PloS one, 14(2), e0211451.
  5. Chang, W. P., Lin, Y. K., & Lin, C. C. (2018). Psychometric evaluation of the Taiwanese version of the functional assessment of cancer therapy: a questionnaire for patients with lung cancer. International Journal for Quality in Health Care, 31(7), 513-518.
  6. Tsai, C. F., Tsai, P. S., Liu, C. L., Lin, Y. K., Ling, Y. L., Tseng, J., & Liao, Y. M. (2018). Psychometric Evaluation of the Chinese Breast Cancer Prevention Trial Symptom Scale. Cancer nursing, 41(4), E18-E30.
  7. Dang, T. L., Lai, F. C., Lin, Y. K., Chou, K. R., Miao, N. F. & Liao, Y. M. (2016). Psychometric Evaluation of the Vietnamese Hemodialysis Stressor Scale. Clinical Nursing Research. 1022

[研究領域: 精準健康]

  1. Wang, L. W., Lin, Y. K.[Equal first author], Lin, Y. C., & Huang, C. C. (2022). Early Mental Trajectories Predict Different Cognitive Levels at School Age in Very Preterm Children. Neonatology, 1-8.
  2. Wu, C., Fukui, N., Lin, Y. K.# [Equal first author], Lee, C. Y., Chou, S. H., Huang, T. J., ... & Wu, M. H. (2022). Comparison of Robotic and Conventional Unicompartmental Knee Arthroplasty Outcomes in Patients with Osteoarthritis: A Retrospective Cohort Study. Journal of Clinical Medicine, 11(1), 220.
  3. Lin, Y. K., Yeh, C. T., Kuo, K. T., Yadav, V. K., Fong, I. H., Kounis, N. G., ... & Hung, M. Y. (2021). Pterostilbene Increases LDL Metabolism in HL-1 Cardiomyocytes by Modulating the PCSK9/HNF1α/SREBP2/LDLR Signaling Cascade, Upregulating Epigenetic hsa-miR-335 and hsa-miR-6825, and LDL Receptor Expression. Antioxidants, 10(8), 1280.
  4. Lin, Y. K., Hwang-Bo, S., Seo, Y. M., & Youn, Y. A. (2021). Clinical seizures and unfavorable brain MRI patterns in neonates with hypoxic ischemic encephalopathy. Medicine, 100(12), e25118.
  5. Lin, Y. K., Hsieh, M. C., Chang, C. L., Chow, J. M., Yuan, K. S. P., Wu, A. T., & Wu, S. Y. (2018). I Intensity-modulated radiotherapy with systemic chemotherapy improves survival in patients with nonmetastatic unresectable pancreatic adenocarcinoma: A propensity score-matched, nationwide, population-based cohort study. Radiotherapy and Oncology, 129(2), 326-332.
  6. Lin, Y. K., Hsieh, M. C., Wang, W. W., Lin, Y. C., Chang, W. W., Chang, C. L., ... & Wu, S. Y. (2018). Outcomes of adjuvant treatments for resectable intrahepatic cholangiocarcinoma: Chemotherapy alone, sequential chemoradiotherapy, or concurrent chemoradiotherapy. Radiotherapy and Oncology, 128(3), 575-583.
  7. Lin, Y. KKevein Sheng-Po Yuan, Alexander T.H. Wu, Szu-Yuan Wu(2016).Efficacy of postoperative ratiotherapy in patients with pathological stage N2 epidermal growth factor receptor wild type adenocarcinoma and squamous cell carcinoma lung cancer. Oncotarget
  8. Chang, W. P., & Lin, Y. K. (2021). Relationship between rotating shift work and white blood cell count, white blood cell differential count, obesity, and metabolic syndrome of nurses. Chronobiology International, 1-10.
  9. Wu, P. K #., Wu, M. H#., Shih, C. M#., Lin, Y. K#.[Equal first author], Chen, K. H., Pan, C. C., ... & Lee, C. H. (2021). Comparison of Incidence of Adjacent Segment Pathology between Anterior Lumbar Interbody Fusion and Transforaminal Lumbar Interbody Fusion Treatments for Lumbosacral Junction. Tomography, 7(4), 855-865.
  10. Huang, Y. M., Lin, Y. K., Lee, W. J., Hur, K. Y., Kasama, K., Cheng, A. K. S., ... & Lomanto, D. (2020). Long‐term Outcomes of Metabolic Surgery in Overweight and Obese Patients with Type 2 Diabetes Mellitus in Asia. Diabetes, Obesity and Metabolism.

[研究領域: 巨量資料分析/多變量分析]

  1. Lin, Y. K., Lee, C. Y., & Chen, C. Y. (2022). Robustness of autoencoders for establishing psychometric properties based on small sample sizes: results from a Monte Carlo simulation study and a sports fan curiosity study. PeerJ Computer Science, 8, e782.
  2. Lee, C. Y., Chen, P. H., & Lin, Y. K*. (2021). An Exploratory Study of the Association between Housing Price Trends and Antidepressant Use in Taiwan: A 10-Year Population-Based Study. International Journal of Environmental Research and Public Health, 18(9), 4839.
  3. Then, C. K., Chi, N. F., Chung, K. H., Kuo, L., Liu, K. H., Hu, C. J., ... & Lin, Y. K*. (2017). Risk analysis of use of different classes of antidepressants on subsequent dementia: A nationwide cohort study in Taiwan. PloS one, 12(4), e0175187.

[研究領域: 應用機器學習於行為科學]

  1. Chen, C. Y., Lin, Y. H., Lee, C. Y., Lin, Y. K.*, Chen, W. I., & Shih, J. R. (2019). Family leisure and subjective well-being: Do patterns and timing matter?. Social Behavior and Personality: an international journal, 47(9), 1-7.
  2. Lee GA, Lin Y-K, Lai J-H, Lo Y-C, Yang Y-CSH, Ye S-Y, Lee C-J, Wang C-C, Chiang Y-H, Tseng S-H. Maternal Immune Activation Causes Social Behavior Deficits and Hypomyelination in Male Rat Offspring with an Autism-Like Microbiota Profile. Brain Sciences. 2021; 11(8):1085. 
  3. Bay-San Lin, K., Wu, M. P., Lin, Y. K., Yen, Y. C., Chuang, Y. C., & Chin, H. Y. (2021). Lifestyle and behavioral modifications made by patients with interstitial cystitis. Scientific Reports, 11(1), 1-8.

Google Scholar 研究清單