鐘智瑋講師

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姓名： 鐘智瑋
職稱： 講師
研究室： 靜安329-2
E-Mail： chung2026@pu.edu.tw
分機： 18509
專長： 機器學習、大數據分析、智慧醫療、資訊管理

 

 

 

 

 

鐘智瑋　Chih-Wei Chung

最高學歷：

國立臺灣大學 資訊管理 博士

職　　稱：

講師

專長學科：

[1]機器學習

[2]大數據分析

[3]智慧醫療

[4]資訊管理

學位論文：

  1. Chih-Wei Chung (February 2026). Disease Risk Prediction Based on Artificial Intelligence and Genomic Information － A Case Study of Systemic Lupus Erythematosus. Ph.D. Dissertation, National Taiwan University, Taipei.

期刊論文：

  1. CW Chung, SC Chou, CM Kao, YJ Chen, TH Hsiao, YM Chen*. 2025 Aug. Application of Machine Learning Algorithm for the Prediction of Lupus Nephritis Using SNP Data, Polygenic Risk Score, and Electronic Health Record. Health Informatics Journal. Vol. 31, No. 3, pp. 1-18. （SCI, IF=2.3, HEALTH CARE SCIENCES & SERVICES 82/185, Q2）

  2. CW Chung, SC Chou, TH Hsiao, GJ Zhang, YF Chung, YM Chen*. 2024 Jan. Machine learning approaches to identify systemic lupus erythematosus in anti‑nuclear antibody‑positive patients using genomic data and electronic health records. BioData Mining. Vol. 17, No. 1, pp. 1-15. （SCI, IF=6.1, MATHEMATICAL & COMPUTATIONAL BIOLOGY 5/67, Q1）

  3. CW Chung, TH Hsiao, CJ Huang, YJ Chen, HH Chen, CH Lin, SC Chou, TS Chen, YF Chung, HI Yang, YM Chen*. 2021 Dec. Machine Learning Approaches for the Genomic Prediction of Rheumatoid Arthritis and Systemic Lupus Erythematosus. BioData Mining. Vol. 14, No. 52, pp. 1-13. （SCI, IF=6.1, MATHEMATICAL & COMPUTATIONAL BIOLOGY 5/67, Q1）

  4. CW Tsai, HC Huang, HY Chiang, CW Chung, HT Tsai, CC Liang, Y Tsung, CC Kuo*. 2019 Dec. First-Year Estimated Glomerular Filtration Rate Variability after pre-ESRD Program Enrollment and Adverse Outcomes of Chronic Kidney Disease. Nephrology Dialysis Transplantation. Vol. 34, No. 12, pp. 2066-2078. （SCI, IF=5.6, TRANSPLANTATION 3/31, Q1）

  5. HY Chiang, HC Huang, CW Chung, YC Yeh, YJ Chen, N Tien, HH Lin, MW Ho, CC Kuo*. 2019 Nov. Risk Prediction for 30-Day Mortality among Patients with Clostridium Difficile Infections: A Retrospective Cohort Study. Antimicrobial Resistance and Infection Control. Vol. 8, No. 175, pp. 1-11. （SCI, IF=4.4, INFECTIOUS DISEASES 21/137, Q1）

  6. HC Yeh, YT Lin, IW Ting, HC Huang, HY Chiang, CW Chung, SN Chang, CC Kuo*. 2019 Oct. Variability of Red Blood Cell Size Predicts All-Cause Mortality, but Not Progression to Dialysis, in Patients with Chronic Kidney Disease: A 13-Year pre-ESRD Registry-Based Cohort. Clinica Chimica Acta. Vol. 497, pp. 163-171. （SCI, IF=2.9, MEDICAL LABORATORY TECHNOLOGY 11/33, Q2）

  7. CC Kuo*, CM Chang, KT Liu, WK Lin, HY Chiang, CW Chung, MR Ho, PR Sun, RL Yang, KT Chen. 2019 Apr. Automation of the Kidney Function Prediction and Classification through Ultrasound-Based Kidney Imaging using Deep Learning. npj Digital Medicine. Vol. 2, No. 1, pp. 1-9. （SCI, IF=15.1, HEALTH CARE SCIENCES & SERVICES 1/185, Q1）

  8. CW Tsai, HC Huang, HY Chiang, CW Chung, SN Chang, PL Chu*, CC Kuo*. 2019 Mar. Longitudinal Lipid Trends and Adverse Outcomes in Patients with CKD: A 13-Year Observational Cohort Study. Journal of Lipid Research. Vol. 60, No. 3, pp. 648-660. （SCI, IF=4.1, BIOCHEMISTRY & MOLECULAR BIOLOGY 104/319, Q2）

  9. CW Tsai, HC Huang, N Tien, CW Chung, HT Tsai, HC Yeh, CC Kuo*. 2019 Feb. Longitudinal Progression Trajectory of Random Urine Creatinine as A Novel Predictor of ESRD among Patients with CKD. Clinica Chimica Acta. Vol. 489, pp. 144-153. （SCI, IF=2.9, MEDICAL LABORATORY TECHNOLOGY 11/33, Q2）

會議論文：

  1. CW Chung, SC Chou, TH Hsiao, YM Chen. 2022 Dec. A Prediction System of Lupus Nephritis based on Polygenic Risk Score and Electronic Health Records. Taiwan Academic Network Conference (TANET). Taoyuan, Taiwan.

  2. YM Chen, TH Hsiao, SC Chou, CW Chung. 2022 Nov. Machine Learning Approach for the Prediction of Lupus Nephritis Renal Flares Using Polygenic Risk Score and Electronic Health Record. American College of Rheumatology (ACR) Convergence. Philadelphia, PA, USA.

  3. CW Chung, HC Huang, HY Chiang, SN Chang, CC Kuo. 2019 Jul. Performance Evaluation of the Machine Learning Algorithms for End-Stage Renal Disease Prediction. International Conference of AI in Healthcare (ICAIH). Los Angeles, CA, USA.

專利技術報告：

  1. 陳一銘、蕭自宏、曹承礎、鐘智瑋，2023年11月21日至2041年12月2日，自動化多基因輔助診斷自體免疫疾病之方法，台灣，中華民國專利號 I823203。

  2. 陳怡行、吳沂達、吳燕晴、黃建中、羅文聰、許瑞愷、陳倫奇、鐘智瑋，2022年8月1日至2040年12月27日，抗細胞抗體之自動判讀系統及其自動判讀方法，台灣，中華民國專利號 I773057。