Pan, Ren-Hao
- Publish Date:2024-12-13
- Update Date:2025-04-26
- Units:Institute of Hospital and Health Care Administration

Pan, Ren-Hao
- Ph.D., Computer Science and Engineering , National Chung Hsing University
- Assist Technician, Taiwan En Ecuador
- Director, Technology Development Team, International Health Center, Taoyuan General Hospital, Ministry of Health and Welfare
- Assisted Professor, Innovation Center for Big Data and Digital Convergence, Office of Research and Development, Yuan Ze University
- Big Data Computing and Data Mining: In-Memory Data Calculation, Machine Learning Algorism
- Cloud Calculating: Hadoop, MapReduce
- Medical Information: Readmission Risk Prediction Model
- Bioinformation: MicroRNA Prediction
- Heuristic Algorism Application
- Liu CW, Wu FH, Hu YL, Pan RH, Lin CH, Chen YF, Tseng GS, Chan YK, Wang CL. Left ventricular hypertrophy detection using electrocardiographic signal. Sci Rep. 2023 Feb 13;13(1):2556. doi: 10.1038/s41598-023-28325-5. 2023
- Hsu, J. B., Lin, C. F., Chang, Y. C., & Pan, R. H*.. Using independent resource allocation strategies to solve conflicts of Hadoop distributed architecture in virtualization. Cluster Computing, 1-21, 2020
- Shin-Rong Ke, Cheng-Wei Liu, Yen-Wen Wu, K. Robert Lai, Chiung-Yi Wu, Jeng-Wei Lin, Chien-Lung Chan, Ren-Hao Pan(Corresponding Author), Systemic lupus erythematosus is associated with poor outcome after acute myocardial infarction, Nutrition, Metabolism and Cardiovascular Diseases, 2019.
- Chan CL, Phan DV, Yang NP, Pan RH, Wu CY, Chen CL, Kuo CY, A survey of ambulatory-treated asthma and correlation with weather and air pollution conditions within Taiwan during 2001-2010., Journal of Asthma, 2018 Oct 16:1-9. doi: 10.1080/02770903.2018.1497649, 2018
- Yi-Hui Lee, Ren-Hao Pan, Chien-Lung Chan, Nan-Ping Yang, Ambulatory Care Utilization for Taiwanese Women with Tumors of the Breast, Genital, Urinary or Colorectal System: Trends from 2001-2013., Journal of Medicine and Health 2018, Vol. 7, No. 2, 2018
- Ching-Yen Kuo, Ren-Hao Pan, Chin-Kan Chan, Chiung-Yi Wu, Chien-Lung Chan, Application of a time-stratified case-crossover design to explore the effects of air pollution and season on childhood asthma hospitalization in cities of differing urban patterns, International Journal of Environmental Research and Public Health, 2018 Mar 31;15(4). E647. doi: 10.3390/ijerph15040647, 2018
- Dinh-Van Phan, Chien-Lung Chan, Ren-Hao Pan, Nan-Ping Yang, Hsiu-Chen Hsu, Hsien-Wei Ting and K. Lai, A Study of the Effects of Daily Physical Activity on Memory and Attention Capacities in College Students, Journal of Healthcare Engineering, Volume 2018, 2018, DOI: https://doi.org/10.1155/2018/2942930, 2018
- Ting-Ying Chien, Hsien-Wei Ting, Chien-Lung Chan, Nan-Ping Yang, Ren-Hao Pan, K. Robert Lai *, Su-In Hung, “Does the Short-term Effect of Air Pollution Influence the Incidence of Spontaneous Intracerebral Hemorrhage in Different Patient Groups Big Data Analysis in Taiwan”, International Journal of Environmental Research and Public Health. 2017 Dec 10;14(12). pii: E1547. doi: 10.3390/ijerph14121547, 2017
- Hsien-Wei Ting, Chien-Lung Chan, Ren-Hao Pan, Robert K. Lai, and Ting-Ying Chien, Use of Information Technologies to Explore Correlations between Climatic Factors and Spontaneous Intracerebral Hemorrhage in Different Age Groups, Journal of Computing Science and Engineering, vol.11, no.4, pp.142-151, Dec. 2017.
- Hsien-Wei Ting,Ting-Ying Chien,K. Robert Lai, Ren-Hao Pan, Kuan-Hsien Wu,Jun-Min Chen, and Chien-Lung Chan “Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data”, International Journal of Environmental Research and Public Health. 2017 Dec 10;14(12). pii: E1548. doi: 10.3390/ijerph14121548.