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Chin-Chieh Wu, Ph.D.

Institute of Statistics, National Chiao Tung University

 

Phone:
886-933-579375
 
Email:
wujinja@gmail.com
 
Address:
6F., No.170, Wuzu 2nd St., Zhongli Dist., Taoyuan City 320, Taiwan (R.O.C.)
 
Date of Birth:
January 31th, 1978
 
White Structure

About Me

 

Chin-Chieh earned a Ph.D. degree in Statistics from National Chiao Tung University (Taiwan) in 2013. His research interests include Statistics, Mathematics, Biostatistics, Latent class analysis, Bayesian analysis, Systematic Review and Meta-analysis of Diagnostic studies, Data mining, Machine Learning, and Queueing theory.

EXPERIENCE
Experience
EDUCATION
Sky
2019-present
Postdoctoral, Department of Emergency Medicine, Chang Gung Memorial Hospital, Keelung, Taiwan
2018-2019
Postdoctoral, Department of Computer Science & Information Engineering, National Central University
2013-2017
Postdoctoral, Department of Emergency Medicine, Chang Gung Memorial Hospital, Keelung, Taiwan
2006-2007
Research Assistant, Institute of Statistical Science, Academia Sinica

Education

Blue Skies
2002-2013
Institute of Statistics, National Chiao Tung University
2000-2002
Institute of Statistics, National Chiao Tung University
1996-2000
Department of Mathematics, National Changhua University of Education
Publications

Publications​
“Essentially, all models are wrong, but some are useful.”
- Box, George E. P -

Google Scholar
‪Chin-Chieh Wu‬ - ‪Google 學術搜尋‬
Journal Publications

(1). HM Lan, Chin-Chieh Wu, SH Liu, CH Li, YK Tu, KF Chen. Biomarkers in Diagnosis of Sepsis and Systemic Infection in Adult Patients: A Systematic Review and Bayesian Network Meta-Analysis. Available at SSRN 3532553.

(2). Chu-Ting Chen, Ling-Yin Chang, Ching-Wei Chuang, Shih-Ching Wang, Ming-Chang Kao, I-Shiang Tzeng, Ko-Lin Kuo, Chin-Chieh Wu, Pei-Shan Tsai, Chun-Jen Huang. Optimal measuring timing of cystatin C for early detection of contrast-induced acute kidney injury: A systematic review and meta-analysis. Toxicology Letters 318, 65-73.

(3). CC Lin, Chin-Chieh Wu, CD Chen, KF Chen. Could we employ the queueing theory to improve efficiency during future mass causality incidents? Scandinavian journal of trauma, resuscitation and emergency medicine 27 (1), 41.

 

(4). CF Yeh, Chin-Chieh Wu, SH Liu, KF Chen. Comparison of the accuracy of neutrophil CD64, procalcitonin, and C-reactive protein for sepsis identification: a systematic review and meta-analysis. Annals of intensive care 9 (1), 5.

 

(5). HM Lan, Chin-Chieh Wu, SH Liu, CH Li, YK Tu, KF Chen. Biomarkers in Diagnosis of Sepsis and Infection: A Systematic Review and Bayesian Network Meta-Analysis. Available at SSRN 3463303.

 

(6). KF Chen, MY Tsai, Chin-Chieh Wu, ST Han. Effectiveness of treatments and diagnostic tools and declining mortality in patients with severe sepsis: a 12-year population-based cohort study. Journal of Intensive Care Medicine, 0885066619827270.

(7). I-Shiang Tzeng, Chau Yee Ng, Jau-Yuan Chen, Li-Shya Chen, Chin-Chieh Wu. Using Weighted Regression Model for Estimating Cohort Effect in Age-Period Contingency Table Data. Oncotarget, 2018, Vol. 9, (No. 28), pp: 19826-19835.

(8). Chin-Chieh Wu, Hao-Min Lan, Chung-Hsien Chaou, Shih-Tsung Han, Chun-Fu Yeh, Su-Hsun Liu, Chih-Huang Li, and Kuan-Fu Chen. Comparison of Diagnostic Accuracy in Sepsis between Presepsin (sCD14), Procalcitonin and C-reactive protein: a Systematic Review and Meta-analysis. Annals of Intensive Care, 2017, 7:91.

(9). Hsiao-Yun Chao, Sheng-Che Lin, Chun-Kuei Chen, Peng-Hui Liu, Jih-Chang Chen, Yi-Lin Chan, Chin-Chieh Wu, and Kuan-Fu Chen. Association of in-hospital mortality and dysglycemia in septic patients. PLOS ONE. 2017 Jan 20;12(1):e0170408.

(10). YL Chan, ST Han, CH Li, Chin-Chieh Wu, KF Chen. Transfusion of Red Blood Cells to Patients with Sepsis. International Journal of Molecular Sciences, 2017, 18(9), 1946;   https://doi.org/10.3390/ ijms 18091946

(11). Kuan-Fu Chen, Su-Hsun Liu, Chih-Huang Li, Chin-Chieh Wu, Chung-Hsien Chao, I-Shiang Tzeng, Yu-Hsiang Hsieh, Shih-Tsung Han, and Yi-Lin Chan. Development and Validation of a Parsimonious and Pragmatic CHARM Score to Predict Mortality in Patients with Suspected Sepsis. Am J Emerg Med. 2017 Nov 3. pii: S0735-6757(16)30801-4. doi: 10.1016/j.ajem.2016.10.075. PMID: 27832977.

(12). Chou HL, Han ST, Yeh CF, Tzeng IS, Hsieh TH, Wu CC, Kuan JT, Chen KF *. Systemic inflammatory response syndrome is more associated with bacteremia in elderly patients with suspected sepsis in emergency departments. Medicine (Baltimore). 2016 Dec;95(49):e5634.

(13). Kuan-Fu Chen, Chung-Hsien Chao, Jing-Yi Jiang, Hsueh-Wen Yu, Yu-Hsiang Meng, Wei-Chen Tang, and Chin-Chieh Wu*. Diagnostic Accuracy of Lipopolysaccharide-Binding Protein as Biomarker for Sepsis in Adult Patients: A Systematic Review and Meta-analysis. PLOS One. 2016 Apr 7; 11(4): e0153188.

(14). Chun-Kuei Chen, Shen-Che Lin, Chin-Chieh Wu, Li-Min Chen, I-Shiang Tzeng, and Kuan-Fu Chen. STARD-compliant article: The utility of red cell distribution width to predict mortality for septic patients visiting the emergency department. Medicine (Baltimore). 2016 Jun; 95(24): e3692.

(15). I-Shiang Tzeng, Su-Hsun Liu, Kuan-Fu Chen, Chin-Chieh Wu, and Jih-Chang Chen. Impact of performance grading on annual numbers of acute myocardial infarction-associated emergency department visits in Taiwan: results of segmented regression analysis. Medicine (Baltimore). 2016 Jun; 95(24): e3692.

(16). Chih-Yi Hsu, Su-Hsun Liu, Chung-Hsien Chaou, Yi-Lin Chan, Tsung-Cheng Tsai, Li-Min Chen, Chin-Chieh Wu, and Kuan-Fu Chen. STROBE-compliant article: Blood Transfusions within the First 24 Hours of Hospitalization Did Not Impact Mortality Among Patients with Severe Sepsis. Medicine (Baltimore). 2016 Jan; 95(4); e2601.

(17). Yung-Kuan Tso, Mu-Shien Lee, Kuan-Fu Chen, Cheng-Hui Lin, Kai-Feng Sung & Chin-Chieh Wu. Double-balloon enteroscopy- assisted endoscopic retrograde cholangiography for Roux-en-Y reconstruction patients with papilla of Vater or bilioenteric anastomosis. Scandinavian Journal of Gastroenterology. 2016 Jan; 51(1): 95-102.

(18). Wu, C. C., Shiau, J. H., Pearn, W. L., and Hung, H. N. A Bayesian approach for group supplier selection based on the popular process capability index Cpk. Journal of Quality Technology and Quantitative Management,Volume 13, 2016 - Issue 2, 109-123.

(19). Pearn, W. L., Wu, C. C., and Wu, C. H. Estimating process capability index Cpk: classical approach versus Bayesian approach. Journal of Statistical Computation & Simulation. 2014: 1-15.

Presentations

(1). Aug 2017

 Wu CC, and Chen KF. On Regression Extension of Latent Class Models with Applications to Classify Different Types of        Alcoholism based on a population-based prospective study. The 21st International Epidemiological Association (IEA) World Congress of Epidemiology (WCE2017), Saitama, Japan.

 

(2). July 2017

Chen KF, and Wu CC. Predicting Influenza Infection by Machine Learning Algorithms based on Clinical Symptoms with or without Rapid Influenza Diagnostic Test in the Emergency Departments. 10th Annual CEIRS Network Meeting, Atlanta, American.

 

**(3). June 2017

Wu CC, and Chen KF. Predicting the Daily Number of Patients Visiting a Regional Emergency Medical Center by a Generalized Additive Model. Conference of Taiwan Society of Emergency Medicine, Taipei, Taiwan.

 

(4). June 2017

Chen KF, and Wu CC. Development of a Mortality Prediction Model for Sepsis Patients in Emergency Department by Support Vector Machine. Conference of Taiwan Society of Emergency Medicine, Taipei, Taiwan.

 

(5). June 2017

Chen KF, Ko TI, and Wu CC. Effectiveness of Interventions and Declining Mortality in Patients with Severe Sepsis in Taiwan, 2008 to 2011. Conference of Taiwan Society of Emergency Medicine, Taipei, Taiwan.

 

(6). June 2017

Liu ZY, Wu CC, and Chen KF. Characteristics and risk factors of severe influenza infection from the season 2015-2016 in Taiwan. Conference of Taiwan Society of Emergency Medicine, Taipei, Taiwan.

 

**(7). Nov 2015

Wu CC, Chen KF, Jiang JY, and Yu HW. Diagnostic Accuracy of Presepsin (sCD14) in Sepsis: A Systematic Review and Meta-Analysis. 8th Asian Conference for Emergency Medicine, Taipei, Taiwan.

 

**(8). Nov 2015

Wu CC, and Chen KF. Meta-analysis of Diagnostic Studies: A Comparison of HSROC, t-alpha HSROC, and Bivariate Bayesian Modeling Approaches. 8th Asian Conference for Emergency Medicine, Taipei, Taiwan.

 

(9). Nov 2015

Chen KF, Wu CC, Chan YL, Chiu TF, NG CJ, and Chen JC. Prediction of laboratory confirmed bacteremia by the clinical gestalt of emergency physicians.  8th Asian Conference for Emergency Medicine, Taipei, Taiwan.

 

(10). Nov 2015

Chen KF, Wu CC, Jiang JY, and Yu HW. Significance of Lipopolysaccharide-binding protein as biomarker for the diagnosis sepsis: a systematic review and meta-analysis. 8th Asian Conference for Emergency Medicine, Taipei, Taiwan.

 

(11). Nov 2015

Wu CC, Chen KF, Jiang JY, and Yu HW. Soluble Hemoglobin Scavenger Receptor CD163 (sCD163) as a diagnostic test for sepsis in critically ill patients: A Systematic Review and Meta-analysis. 8th Asian Conference for Emergency Medicine, Taipei, Taiwan.

 

(12). Nov 2015

Chen KF, Wu CC, Chan YL, Chiu TF, NG CJ, and Chen JC. Forecasting patient visits with infectious diseases in the emergency department with a multivariate seasonal ARIMA model incorporating with climate, holiday, and historical information. 8th Asian Conference for Emergency Medicine, Taipei, Taiwan.

 

(13). Nov 2015

Wu CC, and Chen KF. Meta-analysis of diagnostic test data: A bivariate t distribution and Bayesian modeling approach. 8th Asian Conference for Emergency Medicine, Taipei, Taiwan.

 

(14). Nov 2015

Lin CC, Wu CC, and Chen KF. Utilization of simulation study with queuing theory in mass casualty event preparation. 8th Asian Conference for Emergency Medicine, Taipei, Taiwan.

 

(15). Aug 2015

Chen KF and Wu CC. Forecasting patient visits with influenza in the emergency department with a multivariate seasonal ARIMA model incorporating with climate, holiday, and historical information, Annual CEIRS Network Meeting, Rochester, NY, USA.

SKILLS
SKILLS
Abstract Futuristic Background

Microsoft ExCel - Advanced

Python

Stata

SAS-EG

Shiny App

Research interests
RESEARCH INTERESTS
(1). Statistics
(2). Mathematics
(3). Biostatistics
(4). Latent class analysis
(5). Bayesian analysis
(6). Systematic Review and Meta-analysis of Diagnostic studies
(7). Machine Learning
(8). Queueing theory
(9). Network Meta-analysis
CONTACT
CONTACT ME

Chin-Chieh Wu

Postdoctoral Fellow

Phone:

886-933-579375

 

Email:

wujinja@gmail.com 

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