楊軒佳(Yang, Hsuan-Chia) 副教授

Email
lovejog@tmu.edu.tw
現   職
醫學資訊研究所 副教授

學經歷

學 歷

畢業學校與學位[修業時間]
國立陽明大學生物醫學資訊研究所 博士
2012/09~2017/01
國立陽明大學生物醫學資訊研究所 碩士
2008/09~2010/08
國立臺灣大學藥學系 學士
2000/09~2004/06

本校學術經歷

任職單位與職稱[起迄時間]
醫學資訊研究所副教授
2023/02/01~
醫學資訊研究所助理教授
2019/05/22~2023/01/31
健康資訊科技國際研究中心助理研究員
2018/03/01~2019/05/21
醫學科技學院博士後研究(計畫補助)
2017/02/01~2018/02/28

本校兼職教學行政經歷

服務單位與職稱[起迄時間]
無資料!

其它經歷

任職單位與職稱[起迄時間]
許靜瑛小兒科診所藥師
2011/03/01~2017/02/20
國立臺灣大學研究助理
2010/07/01~2011/12/31
慈濟醫院大林分院藥師
2006/01/16~2008/06/13

專長與研究領域

學門領域
學術專長
流行病學方法
流行病學方法
醫療決策分析
Medical Decision Analysis
醫學資訊
醫學資訊
電腦輔助醫療系統與技術
電腦輔助醫療系統與技術

論文著作

清冊下載


1. 2024 Ya-Lin Chen,Phung-Anh Nguyen,Chia-Hui Chien,Min-Huei Hsu,Der-Ming Liou,Hsuan-Chia Yang*. Machine learning-based prediction of medication refill adherence among first-time insulin users with type 2 diabetes . Diabetes Research and Clinical Practice .2024 ;(207)

2. 2024 Kseniia Sholokhova,Wen-Shan Jian,Hsuan-Chia Yang,Yu-Chuan (Jack) Li*. Adjustable cuffless smartphone attachment (ACSA+) for estimation of blood pressure trends: A pilot study . Studies in health technology and informatics .2024 ;(310):534-538

3. 2024 Annisa Ristya Rahmanti,Chih-Wei Huang,Muhammad Solihuddin Muhtar,Hsuan-Chia Yang*,Yu-Chuan (Jack) Li*. Facial Mimicry and Doctor-Patient Satisfaction: The Feasibility of Artificial Empathy in a Clinical Video Data . Studies in health technology and informatics .2024 ;(310):1116-1120

4. 2024 Ching-Tzu Huang,Chih-Wei Huang,Hsuan-Chia Yang,Yu-Chuan (Jack) Li *. Speech Emotion Recognition Applied to Real-World Medical Consultation . Studies in health technology and informatics .2024 ;(310):1121-1125

5. 2024 Nguyen Thi Kim Hien,Feng-Jen Tsai,Yu-Hui Chang,Whitney Burton,Phan Thanh Phuc,Phung-Anh Nguyen, Dorji Harnod, Carlos Shu-Kei Lam, Tsung-Chien Lu, Chang-I Chen, Min-Huei Hsu, Christine Y Lu, Chih-Wei Huang, Hsuan-Chia Yang, Jason C Hsu *. Unveiling the future of COVID-19 patient care: groundbreaking prediction models for severe outcomes or mortality in hospitalized cases . Frontiers in Medicine .2024

6. 2024 Huei-Chia Hsueh,Shuo-Chen Chien,Chih-Wei Huang,Hsuan-Chia Yang,Usman Iqbal,LiFong Lin, Wen-Shan Jian*. A novel Multi-Level Refined (MLR) knowledge graph design and chatbot system for healthcare applications . PLoS One .2024

7. 2024 Sim Mei Choo,Daniele Sartori,Sing Chet Lee,Hsuan-Chia Yang*,Shabbir Syed-Abdul*. Data-Driven Identification of Factors That Influence the Quality of Adverse Event Reports: 15-Year Interpretable Machine Learning and Time-Series Analyses of VigiBase and QUEST . JMIR medical informatics .2024

8. 2024 Shuo-Chen Chien,Chia-Hui Chien,Chun-You Chen,Yen-Po (Harvey) Chin,Po-Han Chien,Chun-Kung Hsu, Hsuan-Chia Yang*, Yu-Chuan (Jack) Li*. Novel Data Visualization Method to Measure Alert Efficiency in Computerized Physician Order Entry (CPOE) System . Health Policy and Technology .2024

9. 2023 Leon Tsung-Ju Lee,Hsuan-Chia Yang,Phung Anh Nguyen,Muhammad Solihuddin Muhtar,Yu-Chuan (Jack) Li . Machine Learning Approaches for Predicting Psoriatic Arthritis Risk Using Electronic Medical Records: Population-Based Study . Journal of Medical Internet Research .2023

10. 2023 Chih-Wei Huang,Bethany C Y Wu,Phung Anh Nguyen,Hsiao-Han Wang,Chih-Chung Kao,Pei-Chen Lee, Annisa Ristya Rahmanti, Jason C Hsu, Hsuan-Chia Yang*, Yu-Chuan Jack Li*. Emotion recognition in doctor-patient interactions from real-world clinical video database: Initial development of artificial empathy . Computer Methods and Programs in Biomedicine .2023

11. 2023 Nhi Thi Hong Nguyen, Phung-Anh Nguyen,Chih-Wei Huang,Ching-Huan Wang,Ming-Chin Lin,Min-Huei Hsu, Hoang Bui Bao, Shuo-Chen Chien, Hsuan-Chia Yang*. Renin-Angiotensin-Aldosterone System Inhibitors and Development of Gynecologic Cancers: A 23 Million Individual Population-Based Study . International Journal of Molecular Sciences .2023

12. 2023 Shuo-Chen Chien,Chun-You Chen,Chia-Hui Chien,Usman Iqbal,Hsuan-Chia Yang,Huei-Chia Hsueh, Shuen-Fu Weng, Wen-Shan Jian*. Investigating nurses' acceptance of patients’ bring your own device implementation in a clinical setting: A pilot study . Asia-Pacific Journal of Oncology Nursing .2023

13. 2023 Shuo-Chen Chien,Hsuan-Chia Yang,Chun-You Chen,Chia-Hui Chien,Chun-Kung Hsu,Po-Han Chien, Yu-Chuan (Jack) Li*. Using Alert Dwell Time to Filter Universal Clinical Alerts: A Machine Learning Approach . Computer Methods and Programs in Biomedicine .2023

14. 2023 Chun‑You Chen,Ya-Lin Chen,Jeremiah Scholl,Hsuan-Chia Yang,Yu-Chuan (Jack) Li*. Ability of machine-learning based clinical decision support system to reduce alert fatigue, wrong-drug errors, and alert users about look alike, sound alike medication . Computer Methods and Programs in Biomedicine .2023

15. 2023 Jakir Hossain Bhuiyan Masud,Chen-Cheng Kuo,Chih-Yang Yeh,Hsuan-Chia Yang*,Ming-Chin Lin*. Applying Deep Learning Model to Predict Diagnosis Code of Medical Records . Diagnostics .2023

16. 2023 Hsuan Chia Yang,Tahmina Nasrin Poly,Md. Mohaimenul Islam,Bruno Andreas Walther,Chieh-Chen Wu. Increased risk of atrial fibrillation in patients with psoriasis: A meta-analysis of observational study . Indian Journal of Dermatology, Venereology and Leprology .2023

17. 2022 Tahmina Nasrin Poly,Ming-Chin Lin,Shabbir Syed-Abdul,Chih-Wei Huang,Hsuan-Chia Yang*,Yu-Chuan (Jack) Li*. Proton Pump Inhibitor Use and Risk of Gastric Cancer: Current Evidence from Epidemiological Studies and Critical Appraisal . Cancers .2022

18. 2022 Jakir Hossain Bhuiyan Masud,Chiang Shun,Chen-Cheng Kuo,Md. Mohaimenul Islam,Chih-Yang Yeh,Hsuan-Chia Yang*, Ming-Chin Lin*. Deep-ADCA: Development and Validation of Deep Learning Model for Automated Diagnosis Code Assignment Using Clinical Notes in Electronic Medical Records . Journal of Personalized Medicine .2022 ;(12)

19. 2022 Ching-Huan Wang,Chih-Wei Huang,Phung Anh Nguyen,Ming-Chin Lin,Chih-Yang Yeh,Md Mohaimenul Islam, Annisa Ristya Rahmanti, Hsuan-Chia Yang*. Chemopreventive Effects of Concomitant or Individual Use of Statins, Aspirin, Metformin, and Angiotensin Drugs: A Study Using Claims Data of 23 Million Individuals . Cancers .2022 ;(14)

20. 2022 Hsuan-Chia Yang,Annisa Ristya Rahmanti,Chih-Wei Huang,Yu-Chuan Jack Li*. How Can Research on Artificial Empathy Be Enhanced by Applying Deepfakes? . Journal of Medical Internet Research .2022 ;(24)

21. 2022 Shuo-Chen Chien,Ya-Lin Chen,Chia-Hui Chien,Yen-Po Chin,Chang Ho Yoon,Chun-You Chen, Hsuan-Chia Yang, Yu-Chuan (Jack) Li*. Alerts in Clinical Decision Support Systems (CDSS): A Bibliometric Review and Content Analysis . Healthcare .2022 ;(10)

22. 2022 Ya-Lin ChenIqbal,Fauzi Budi Satria,Shazia Jamshed,Nilesh Mukherjee,Hsuan Chia Yang,Yu-Chuan Li, Usman Iqbal*. Personal Health Records - Potential One-Stop Approach in Polypharmacy . Computer Methods and Programs in Biomedicine Update .2022

23. 2022 Annisa RistyaRahmanti,Chia-Hui Chien,Aldilas Achmad Nursetyo,Atina Husnayain,Bayu Satria Wiratam,Anis Fuad, Hsuan-Chia Yang*, Yu-Chuan (Jack) Li*. Social media sentiment analysis to monitor the performance of vaccination coverage during the early phase of the national COVID-19 vaccine rollout . Computer Methods and Programs in Biomedicine .2022 ;(221)

24. 2022 Annisa Ristya R. Rahmanti,Hsuan-Chia Yang*,Bagas S. Bintoro,Aldilas A. Nursetyo,M S. Muhtar,Shabbir Syed-Abdul, Yu-Chuan (Jack) Li*. SlimMe, a Chatbot with Artificial Empathy for Personal Weight Management: System Design and Finding . Frontiers in Nutrition .2022

25. 2022 Nhi Thi Hong Nguyen,Chih-Wei Huang,Ching-Huan Wang,Ming-Chin Lin,Jason C. Hsu,Min-Huei Hsu, Usman Iqbal, Phung-Anh Nguyen*, Hsuan-Chia Yang*. Association between Proton Pump Inhibitor Use and the Risk of Female Cancers: A Nested Case-Control Study of 23 Million Individuals . Cancers .2022

26. 2021 Jason C Hsu*,Phung-Anh Nguyen,Yen-Tzu Chen,Szu-Chun Yang, Chien-Chung Lin,Yi-Hsin Yang, Yu-Chao Lin, Te-Chun Hsia, Hsing-Chun Hsieh , Jia-Syuan Wu, Chi-Pei Chang, Yin-Hsun Feng, Peng-Chan Lin, Ping-Chih Hsu, Huey-En Tzeng, Shu-Chen Chien , Wei-Chiao Chang, Chih-Cheng Chang, Hsuan-Chia Yang, Chueh Ming Lee, Christine Y Lu. The Effectiveness and Safety of Immune Checkpoint Inhibitors in Non-Small Cell Lung Cancer Patients With Stage III/IV: A Multicenter Study . Frontiers in Oncology .2021

27. 2021 Md Mohaimenul Islam,Tahmina Nasrin Poly,Hsuan-Chia Yang,Yu-Chuan (Jack) Li*. Deep into laboratory: an artificial intelligence approach to recommend laboratory tests . Diagnostics .2021

28. 2021 Tahmina Nasrin Poly,Md. Mohaimenul Islam,Hsuan Chia Yang,Ming Chin Lin,Wen-Shan Jian,Min-Huei Hsu, Yu-Chuan Jack Li*. Obesity and mortality among patients diagnosed with COVID-19: a systematic review and meta-analysis . Frontiers in medicine .2021

29. 2021 Poly Tahmina Nasrin,Islam Md Mohaimenul,Yu-Chuan (Jack) Li,Alsinglawi Belal,Hsu Min Huei,Jian Wen Shan, Yang Hsuan Chia*. Application of artificial intelligence for screening covid-19 patients using digital images: Meta-analysis . JMIR Medical Informatics .2021 ;(9):1-12

30. 2021 Ching-Huan Wang,Phung Anh Nguyen, Yu Chuan (Jack) Li,Md. Mohaimenul Islama,Tahmina Nasrin Poly,Quoc-Viet Trang, Chih-Wei Huang, Hsuan-Chia Yang*. Improved diagnosis-medication association mining to reduce pseudo-associations . Computer Methods and Programs in Biomedicine .2021 ;(207)

31. 2021 Chieh‐Chen Wu,Mohaimenul Islam,Phung Anh (Alex) Nguyen,Tahmina Nasrin Poly,Ching‐Huan Wang,Usman Iqbal, Yu‐Chuan (Jack) Li, Hsuan‐Chia Yang*. Risk of Cancer in Long‐Term Levothyroxine Users: Retrospective Population‐based Study . Cancer Science .2021 ;(112):2533-2541

32. 2021 Annisa Ristya Rahmanti,Dina Nur Anggraini Ningrum,Lutfan Lazuardi,Hsuan-Chia Yang*,Yu-Chuan (Jack) Li*. Social Media Data Analytics for Outbreak Risk Communication: Public Attention on the “New Normal” During the COVID-19 Pandemic in Indonesia . Computer Methods and Programs in Biomedicine .2021 ;(205)

33. 2021 Tahmina Nasrin Poly,Md. Mohaimenul Islam,Hsuan Chia Yang,Ming Chin Lin,Wen-Shan Jian,Min-Huei Hsu, Yu-Chuan Jack Li*. Obesity and Mortality Among Patients Diagnosed With COVID-19: A Systematic Review and Meta-Analysis . Frontiers in Medicine .2021 ;(8)

34. 2021 Hsuan-Chia Yang,Md Mohaimenul Islam,Phung Anh Alex Nguyen,Ching-Huan Wang,Tahmina Nasrin Poly,Chih-Wei Huang, Yu-Chuan Jack Li*. Development of a Web-Based System for Exploring Cancer Risk With Long-term Use of Drugs: Logistic Regression Approach . JMIR Public Health and Surveillance .2021 ;(7)

35. 2021 Chia-Wei Liang,Hsuan-Chia Yang,Md Mohaimenul Islam,Phung Anh Alex Nguyen,Yi-Ting; Feng,Ze Yu Hou, Chih-Wei Huang, Tahmina Nasrin Poly, Yu-Chuan Jack Li*. Predicting Hepatocellular Carcinoma With Minimal Features From Electronic Health Records: Development of a Deep Learning Model . JMIR Cancer .2021 ;(27)

36. 2021 Marvin Chia-Han Yeh,Yu-Hsiang Wang,Hsuan-Chia Yang,Kuan-Jen Bai,Hsiao-Han Wang*,Yu-Chuan (Jack) Li*. Artificial Intelligence–Based Prediction of Lung Cancer Risk Using Nonimaging Electronic Medical Records: Deep Learning Approach . Journal of Medical Internet Research .2021 ;(23)

37. 2020 Md.Mohaimenul Islam,Tahmina N. Poly,Bruno A. Walther,Hsuan Chia Yang,Cheng-Wei Wang,Wen-Shyang Hsieh, Suleman Atique, Hosna Salmani, Belal Alsinglawi, Ming C. Lin, Wen S. Jian, Yu-Chuan Jack Li*. Clinical Characteristics and Neonatal Outcomes of Pregnant Patients with COVID-19: A Systematic Review . Frontiers in Medicine .2020 ;(7)

38. 2020 Md. Mohaimenul Islam,Tahmina Nasrin Poly,Bruno Andreas Walther,Hsuan-Chia Yang,Yu-Chuan (Jack) Li*. Artificial Intelligence in Ophthalmology: A Meta-analysis of Deep Learning Models for Retinal Vessels Segmentation . Journal of Clinical Medicine .2020 ;(9)

39. 2020 Md. Mohaimenul Islam,Tahmina Nasrin Poly,Bruno Andreas Walther,Hsuan-Chia Yang,Yu-Chuan (Jack) Li*. Statin Use and the Risk of Hepatocellular Carcinoma: A Meta-Analysis of Observational Studies . Cancers .2020 ;(12)

40. 2020 Mohaimenul Islam,Tahmina Nasrin Poly,Hsuan Chia Yang,Suleman Atique,Yu-Chuan Jack Li*. Deep Learning for Accurate Diagnosis of Glaucomatous Optic Neuropathy Using Digital Fundus Image: A Meta-Analysis . Studies in health technology and informatics .2020 ;(270):153-157

41. 2020 Mohaimenul Islam,Hsuan-Chia Yang,Phung-Anh Nguyen,Yu-Hsiang Wang,Tahmina Nasrin Poly,Yu-Chuan Jack Li*. Deep Learning Approach for the Development of a Novel Predictive Model for Prostate Cancer . Studies in health technology and informatics .2020 ;(270):1241-1242

42. 2020 Md. Mohaimenul Islam,Tahmina Nasrin Poly,Bruno Andreas Walther,Hsuan-Chia Yang,YC Li*. Statin Use and the Risk of Hepatocellular Carcinoma: A Meta-Analysis of Observational Studies . Cancers .2020

43. 2020 Md Mohaimenul Islam Hsuan,Tahmina Nasrin Poly,Suleman Atique,Yu-Chuan (Jack) Li,Hsuan Chia Yang. Deep Learning Model for Detection of Retinal Vessels from Digital Fundus Images- A Survey . EC Ophthalmology .2020

44. 2020 Tahmina Nasrin Poly, Md. ,Mohaimenul Islam ,Muhammad Solihuddin Muhtar ,Hsuan Chia Yang ,Phung-Anh (Alex) Nguyen ,Yu-Chuan (Jack) Li*. Machine Learning Approach to Reduce Alert Fatigue Using a Disease Medication–Related Clinical Decision Support System: Model Development and Validation . JMIR medical Informatics .2020 ;(8)

45. 2020 Md. Mohaimenul Islam ,Hsuan Chia Yang ,Tahmina Nasrin Poly ,Yu-Chuan (Jack) Li*. Development of an Artificial Intelligence–Based Automated Recommendation System for Clinical Laboratory Tests: Retrospective Analysis of the National Health Insurance Database . JMIR medical Informatics .2020 ;(8)

46. 2020 Tahmina Nasrin Poly, Md.,Mohaimenul Islam ,Hsuan-Chia Yang ,Yu-Chuan (Jack) Li*. Appropriateness of Overridden Alerts in Computerized Physician Order Entry: Systematic Review . JMIR medical Informatics .2020 ;(8)

47. 2020 Md. Mohaimenul Islam+,Hsuan-Chia Yang+,Tahmina Nasrin Poly ,Wen-Shan Jian*,Yu-Chuan Li*. Deep Learning Algorithms for Detection of Diabetic Retinopathy in Retinal Fundus Photographs: A systematic Review and Meta-Analysis . Computer Methods and Programs in Biomedicine .2020 ;(191)

48. 2020 Phung‐Anh Nguyen,Chih‐Cheng Chang ,Cooper J. Galvin ,Yao‐Chin Wang ,So Yeon An ,Chih‐Wei Huang, Yu‐Hsiang Wang, Min‐Huei Hsu, Yu‐Chuan Jack Li*, Hsuan‐Chia Yang*. Statins use and its impact in EGFR‐TKIs resistance to prolong the survival of lung cancer patients: A Cancer Registry Cohort Study in Taiwan . Cancer Science .2020 ;(111):2965-2973

49. 2020 Phung Anh Nguyen ,Mohaimenul Islam ,Cooper J Galvin,Chih-Cheng Chang,Soo Yeon An, Hsuan-Chia Yang, Chih-Wei Huang, Yu-Chuan (Jack) Li, Usman Iqbal*. Meta-analysis of proton pump inhibitors induced risk of community acquired pneumon . International Journal for Quality in Health Care .2020 ;(32):292-299

50. 2019 Tahmina Nasrin Poly,Md Mohaimenul Islam Hsuan,Hsuan Chia Yang,Yu-Chuan (Jack) Li*. Association between Benzodiazepines Use and Risk of Hip Fracture in the Elderly People: A Meta-analysis of Observational Studies . Joint Bone Spine .2019 ;(87):241-249

51. 2019 Md. Mohaimenul Islam,Taimina Nasrin Poly,Hsuan-Chia Yang,Yu-Chuan (Jack) Li *. Risk of Acute Myocardial Infarction in Patients with Rheumatic Arthritis: A National-wide Population-Based Cohort Study . Studies in health technology and informatics .2019 ;(21):1494-1495

52. 2019 Yu-Hsiang Wang,Phung-Anh Nguyen*,Md. Mohaimenul Islam,Yu-Chuan Li,Hsuan-Chia Yang. Development of Deep Learning Algorithm for Detection of Colorectal Cancer in EHR Data . Studies in health technology and informatics .2019 ;(264):438-441

53. 2019 Tahmina Nasrin Poly,Md. Mohaimenul Islam,Bruno Andreas Walther,Hsuan-Chia Yang,Chieh-Chen Wu,Ming-Chin Lin, Yu-Chuan Li*. Association between Use of Statin and Risk of Dementia: A Meta-Analysis of Observational Studies . Neuroepidemiology .2019 ;(1):1-13

54. 2019 Md. Mohaimenul Islam,Tahmina Nasrin Poly,Bruno Andreas Walther,Hsuan-Chia Yang,Chieh Chen Wu,Ming-Chin Lin, Shuo-Chen Chien, Yu-Chuan Li. Association Between Atrial Fibrillation and Dementia: A Meta-Analysis . Frontiers in Aging Neuroscience .2019

55. 2019 Yi-Chun Liu,Phung-Anh Nguyen,Ayesha Humayun,Shuo-Chen Chien,Hsuan-Chia Yang,Rahma Asdary, Shabbir Syed-Abdul, Min-Huei Hsu, Max Moldovan, Yun Yen, Yu-Chuan (Jack) Li, Wen-Shan Jian, Usman Iqbal. Does long-term use of antidiabetic drugs changes cancer risk? . Medicine .2019

56. 2019 Chia-wei Liang,Md. Mohaimenul Islam,Tahmina Nasrin Poly,Hsuan-ChiaYang,Yu-Chuan (Jack) Li. Association between Gout and Cardiovascular disease risk: A Nation-wide Case-Control Study . Joint Bone Spine .2019

57. 2019 Chu-Ya Huang,Phung-Anh Nguyen,Hsuan-Chia Yang,Md Mohaimenul Islam,Chia-Wei Liang, Fei-Peng Lee, Yu-Chuan (Jack)Li*. A Probabilistic Model for Reducing Medication Errors: A Sensitivity Analysis using data in Electronic Health Records . Computer Methods and Programs in Biomedicine .2019

58. 2019 Tahmina Nasrin Poly,Md. Mohaimenul Islam,Hsuan Chia Yang,Phung-Anh Nguyen,Chieh Chen Wu,Yu-Chuan (Jack) Li*. Artificial Intelligence in Diabetes Retinopathy: Insights from A Meta-Analysis of Deep Learning . Studies in health technology and informatics .2019

59. 2019 Chih Yuan Wu,Chih-Wei Huang,Hsuan-Chia Yang,Yu-Chuan (Jack) Li*. Opportunities and challenges in Taiwan for implementing the learning health system . International Journal for Quality in Health Care .2019

60. 2019 Tahmina Nasrin Poly,Md.Mohaimenul Islam,Hsuan-Chia Yang,Chieh-Chen Wu,Yu-Chuan (Jack) Li*. Proton pump inhibitors and risk of hip fracture: a meta-analysis of observational studies . Osteoporosis International .2019 ;(30):103-114

61. 2019 Hsuan-Chia Yang, Tahmina Nasrin Poly,Yu-Chuan (Jack) Li*. Deep into Patient care: An automated deep learning approach for reshaping patient care in clinical setting . Computer Methods and Programs in Biomedicine .2019 ;(168):A1-A2

62. 2019 Chieh-Chen Wu,Wen-Chun Yen,Wen-Ding Hsu,Md. Mohaimenul Islam, Phung Anh (Alex) Nguyen,Tahmina Nasrin Poly, Yao-Chin Wang, Hsuan-Chia Yang, YC Li*. Prediction of Fatty Liver Disease using Machine Learning Algorithms . Computer Methods and Programs in Biomedicine .2019 ;(170):23-29

63. 2019 Huang Chu Ya,Nguyen Phung Anh,Yang Hsuan Chia,Islam Md Mohaimenul,Liang Chia Wei,Lee Fei Peng, (Jack) Li Yu Chuan*. A probabilistic model for reducing medication errors: A sensitivity analysis using Electronic Health Records data . Computer Methods and Programs in Biomedicine .2019 ;(170):31-38

64. 2019 Md. Mohaimenul Islam,Tahmina Nasrin Poly,Bruno Andreas Walther,Chieh-Chen Wu,Hsuan-Chia Yang,Yu-Chuan(Jack) Li*. Prediction of sepsis patients using machine learning approach: A meta-analysis . Computer Methods and Programs in Biomedicine .2019 ;(170):1-9

65. 2019 Islam Md Mohaimenul,Poly Tahmina Nasrin,Yang Hsuan Chia,Wu Chieh Chen,Li Yu Chuan*. Increase Risk of Multiple Sclerosis in Patients with Psoriasis Disease: An Evidence of Observational Studies . Neuroepidemiology .2019 ;(52):152-160

66. 2019 Yang Hsuan Chia,Nasrin Poly Tahmina,Li Yu Chuan Jack*. Challenges of patient's safety, satisfaction and quality of care in developing and developed counties . International Journal for Quality in Health Care .2019 ;(31):323-324

67. 2019 Wu Chieh Chen,Hsu Wen Ding,Islam Md Mohaimenul,Poly Tahmina Nasrin,Yang Hsuan Chia,Nguyen Phung Anh  (Alex), Wang Yao Chin, Li Yu Chuan  (Jack)*. An artificial intelligence approach to early predict non-ST-elevation myocardial infarction patients with chest pain . Computer Methods and Programs in Biomedicine .2019 ;(173):109-117

68. 2019 Hsuan-Chia Yang,Phung Anh Alex Nguyen,Mohaimenul Islam,Chih-Wei Huang,Tahmina Nasrin Poly,Usman Iqbal, Yu-Chuan Jack Li*. Traitements de la goutte et risque de cancer: étude cas témoins . Revue du Rhumatisme .2019 ;(86):380-386

69. 2018 Hsuan-Chia Yang, Md. Mohaimenul Islam, Yu-Chuan(Jack) Li*. Development of user-friendly tools for biomedical research and healthcare . Computer Methods and Programs in Biomedicine .2018 ;(167)

70. 2018 Md.Mohaimenul Islam,Chieh-Chen Wu,Tahmina Nasrin Poly,Hsuan-Chia Yang,Yu-Chuan (Jack) Li*. Applications of Machine Learning in Fatty Live Disease Prediction . Studies in health technology and informatics .2018

71. 2018 Phung Anh Nguyen,Hsuan-Chia Yang,Rong Xu,Yu-Chuan (Jack) Li. An Automated Technique to Construct a Knowledge Base of Traditional Chinese Herbal Medicine for Cancers: An Exploratory Study for Breast Cancer . Studies in Health Technology and Informatics .2018

72. 2018 Md. Mohaimenul Islam,Musa Touray,Hsuan-Chia Yang,Tahmina Nasrin Poly,Phung-Anh Nguyen,Yu-Chuan (Jack) Li, Shabbir Syed Abdul*. E-Health Literacy and Health Information Seeking Behavior Among University Students in Bangladesh . Studies in Health Technology and Informatics .2018

73. 2018 Yao-Chin Wang,Po-An Tai,Tahmina Nasrin Poly,Md.Mohaimenul Islam,Hsuan-Chia Yang,Chieh-Chen Wu, YuChuan Li*. Increased Risk of Dementia in Patients with Anti-depressants: A Meta-analysis of Observational Studies . Behavioural Neurology .2018 ;(2018)

74. 2018 Hsuan-Chia Yang,Phung Anh (Alex) Nguyen,Md. Mohaimenul Islam,Chih-Wei Huang,Tahmina Nasrin Poly,Usman Iqbal*, Yu-Chuan (Jack) Li*. Gout drugs use and risk of cancer: A case-control study . Joint Bone Spine .2018 ;(85):747-753

75. 2018 Md.Mohaimenul Islam,Tahmina Nasrin Poly,Bruno Andreas Walther,Hsuan-Chia Yang,Ming-Chin Lin,Yu-Chuan (Jack) Li*. Risk of Hemorrhagic Stroke in Patients Exposed to Nonsteroidal Anti-Inflammatory Drugs: A Meta-analysis of Observational Studies . Neuroepidemiology .2018 ;(51):166-167

76. 2018 Chieh-Chen Wu,Ya-Yu Yu,Hsuan-Chia Yang,Phung Anh (Alex) Nguyen,Tahmina Nasrin Poly,Md. Mohaimenul Islam, Usman Iqbal, Hafash Arshed Ali Khan, Yao-Chin Wang, Yung-Tzu Cheng, Yu-Chuan (Jack) Li* Wen-Shan Jian*. Levothyroxine Use and the Risk of Breast Cancer: A Nation-wide Population Based Case-control Study . Archives of Gynecology and Obstetrics .2018 ;(298):389-396

77. 2018 Hsuan-Chia Yang,MD Mohaimenul Islam,Yu-Chuan (Jack) Li*. Monitor, reduce and prevent the adverse outcomes for ensuring patient safety . International Journal for Quality in Health Care .2018 ;(30):415

78. 2018 Hsuan-Chia Yang,Md. Mohaimenul Islam,Yu-Chuan(Jack) Li*. Potentiality of deep learning application in healthcare . Computer Methods and Programs in Biomedicine .2018

79. 2018 Tahmina Nasrin Poly,Islam Md Mohaimenul (Rubel) ,Hsuan-Chia Yang*,Yu-Chuan Jack Li*. Non-steroidal anti-inflammatory drugs and risk of Parkinson's disease in the elderly population: a meta-analysis . European Journal of Clinical Pharmacology .2018

80. 2017 Chin-Yen Tsai+,Hsuan-Chia Yang+,Mohaimenul Islam,Wan-Shan Hsieh,Shing-Hwa Juan,Jiang-Chen Chen, Hafsah Arshed Ali Khan, And Wen-Shan Jian*. Psychotropic medications prescribing trends in adolescents: A nationwide population-based study in Taiwan . International Journal for Quality in Health Care .2017 ;(29):861-866

81. 2017 Tahmina Nasrin Poly,Mohaimenul Islam,Bruno Andreas Walther,Hsuan-Chia Yang,Phung-Anh Nguyen,Chih-Wei Huang, Shabbir Syed Abdul, Yu-Chuan (Jack) Li*. Exploring Association between Statin Use and the Risk of Parkinson’s Disease: A Meta-Analysis of Observational Studies . Neuroepidemiology .2017 ;(49):142-151

82. 2017 Iqbal Usman ,Chang Tzu Hao ,Nguyen Phung Anh ,Syed-Abdul Shabbir ,Yang Hsuan Chia ,Chih-Wei Huang, Suleman Atique, Wei-Chung Yang, Max Moldovan, Wen-Shan Jian, Min-Huei Hsu, Yun Yen, Yu-Chuan (Jack) Li*. Benzodiazepines use and breast cancer risk: A population-based study and gene expression profiling evidence . Journal of Biomedical Informatics .2017 ;(74):85-91

83. 2017 Islam Md Mohaimenul+,Yang Hsuan Chia+,Nguyen Phung Anh,Poly Tahmina Nasrin,Huang Chih Wei ,hwetambara Kekade, Abdulwahed Mohammed Khalfan, Tonmoy Debnath, Yu-Chuan Jack Li, Shabbir Syed Abdul*. Exploring association between statin use and breast cancer risk: an updated meta-analysis . Archives of Gynecology and Obstetrics .2017 ;(296):1043-1053

84. 2017 Huang Chu Ya ,Nguyen Phung Anh Alex ,Clinciu Daniel L. ,Hsu Chun Kung ,Lu Jui Chia Richard , Hsuan‐Chia Yang, Chieh-Chen Wu, Wen-Chen Tsai, Yueh-Ching Chou, Terry B.J. Kuo, Po-Lun Chang, Wen-Shan Jian, Yu-Chuan Jack Li*. A personalized medication management platform (PMMP) to improve medication adherence: A randomized control trial . Computer Methods and Programs in Biomedicine .2017 ;(140):275-281

85. 2016 Hsuan-Chia Yang,Shu-Hao Chang,Richard Lu,Der-Ming Liou*. The effect of particulate matter size on cardiovascular health in Taipei Basin, Taiwan . Computer Methods and Programs in Biomedicine .2016 ;(137):261-268

86. 2016 Usman Iqbal,Hsuan-Chia Yang,Wen-Shan Jian,Yen Yun ,Yu-Chuan (Jack) Li*. Does aspirin use reduce the risk for cancer? . Journal of Investigative Medicine .2016 ;(65):391-392

87. 2016 Usman Iqbal,Chun-Kung Hsu,Phung Anh (Alex) Nguyen,Daniel Livius Clinciu,Richard Lu,Shabbir Syed-Abdul, Hsuan-Chia Yang, Yao-Chin Wang, Chu-Ya Huang, Chih-Wei Huang, Yo-Cheng Chang, Min-Huei Hsu, Wen-Shan Jian, Yu-Chuan (Jack) Li *. Cancer-Disease Associations: A Visualization and Animation through Medical Big Data . Computer Methods and Programs in Biomedicine .2016 ;(127):44-51

88. 2016 Hsuan-Chia Yang,Usman Iqbal,Phung Anh (Alex) Nguyen,hen-Hsien Lin,Chih-Wei Huang,Wen-Shan Jian*, Yu-Chuan (Jack) Li*. An automated technique to identify potential inappropriate Traditional Chinese Medicine (TCM) prescriptions . Pharmacoepidemiology and Drug Safety .2016 ;(25):422-430

89. 2016 Chen Jin Hua ,Yen Yu Chun ,Yang Hsuan Chia ,Liu Shing Hwa ,Yuan Sheng Po , Li-Li Wu, Fei-Peng Lee, Kuan-Chou Lin, Ming-Tang Lai, Chia-Che Wu, Tsung-Ming Chen, Chia-Lun Chang, Jyh-Ming Chow, Yi-Fang Ding, Szu-Yuan Wu*. Curative-Intent Aggressive Treatment Improves Survival in Elderly Patients with Locally Advanced Head and Neck Squamous Cell Carcinoma and High Comorbidity Index . Medicine .2016 ;(95):e3268

90. 2016 Chieh-Chen Wu,Richard Lu,Hsuan-Chia Yang,Yu-Chuan (Jack)Li *. Social media as a primary source of medical knowledge acquisition and dissemination . Computer Methods and Programs in Biomedicine .2016

91. 2016 Chieh-Chen Wu,Richard Lu,Hsuan-Chia Yang,Yu-Chuan (Jack) Li*. Pressing onward towards the goal: Engineering intelligent systems to improve clinical care . Computer Methods and Programs in Biomedicine .2016

92. 2016 Hsuan-Chia Yang,Richard Lu,Chieh-Chen Wu,Yu-Chuan (Jack) Li*. Reliable and stable computer-aided diagnosis systems for images . Computer Methods and Programs in Biomedicine .2016

93. 2016 Richard Lu,Chieh-Chen Wu,Hsuan-Chia Yang,Yu-Chuan(Jack) Li*. Metabolomics processing made easier . Computer Methods and Programs in Biomedicine .2016

94. 2016 Richard Lu,Chieh-Chen Wu,Hsuan-Chia Yang,Yu-Chuan (Jack)Li*. Automated classification of fatty liver disease using ultrasound images . Computer Methods and Programs in Biomedicine .2016

95. 2015 Chen Kuan Chen ,Lu Richard ,Usman Iqbal ,Hsu Ko Ching ,Chen Bi-Li ,Phung-Anh Nguyen, Hsuan-Chia Yang, Chih-Wei Huang, Yu-Chuan (Jack) Li, Wen-Shan Jian, Shin-Han Tsai*. Interactions between traditional Chinese medicine and western drugs in Taiwan: A population-based study . Computer Methods and Programs in Biomedicine .2015 ;(122):462-470

96. 2015 Huang Chih Wei ,Lu Richard ,Usman Iqbal ,Lin Shen Hsien ,Nguyen Phung Anh ,Hsuan-Chia Yang, Chun-Fu Wang , Jianping Li, Kwan-Liu Ma*, Yu-Chuan (Jack) Li* and Wen-Shan Jian*. A richly interactive exploratory data analysis and visualization tool using electronic medical records Clinical decision-making, knowledge support systems, and theory . BMC Medical Informatics and Decision Making .2015 ;(15)

97. 2015 Yang Hsuan Chia ,Iqbal Usman ,Li Yu Chuan Jack . What are the most popular topics of CMPB in the past 3 years? . Computer Methods and Programs in Biomedicine .2015 ;(120):1-2

98. 2015 Iqbal Usman ,Yang Hsuan Chia ,Jack Li Yu Chuan . What are the leading keywords of IJQHC in last 3 years? . International Journal for Quality in Health Care .2015 ;(27):163-164

99. 2015 Usman Iqbal ,Nguyen Phung Anh ,Syed-Abdul Shabbir ,Yang Hsuan Chia ,Huang Chih Wei ,Wen-Shan Jian, Min-Huei Hsu, Yun Yen, Yu-Chuan (Jack) Li *. Is long-term use of benzodiazepine a risk for cancer? . Medicine .2015 ;(94):e483-e483

100. 2015 Hao Wen Rui ,Hsu Yi Hsin ,Chen Kuan Chen ,Li Hsien-Chang ,Iqbal Usman ,Phung-Anh Nguyen, Chih-Wei Huang, Hsuan-Chia Yang, Peisan Lee, Mei-Hsuan Li, Sharoon Lungile Hlatshwayo, Yu-Chuan (Jack) Li, Wen-Shan Jian*. LabPush: A pilot study of providing remote clinics with laboratory results via short message service (SMS) in Swaziland, Africa - A qualitative study . Computer Methods and Programs in Biomedicine .2015 ;(118):77-83

101. 2015 Chang-I. Chen,Ching-Feng Kuan,Yu-Ann Fang, Shing-Hwa Liu,Ju-Chi Liu,Li-Li Wu, Chun-Jen Chang, Hsuan-Chia Yang, Jaulang Hwang, James S. Miser, Szu-Yuan Wu. Cancer risk in HBV patients with statin and metformin use: a population-based cohort study . Medicine .2015 ;(94):e462


1. 2021 Ya-Lin Chen,Hsuan-Chia Yang*,Der-Ming Liou*. Localize the Implementation of FDA List of Confusable Drug Names with the Application of Taiwan National Health Insurance Database: A Study of Text Similarity Computation with Real-World Data . AMIA 2021 Annual Symposium .2021


1. 2024 楊軒佳. Chapter02 電子病歷資料 . 智慧醫療_健康大數據之應用模式案例探索 .2024

2. 2023 Hsuan-Chia Yang,Yu-Chuan Li. CHAPTER 4. Electronic health record for artificial intelligence health care, and application to liver disease . Artificial Intelligence, Machine Learning, and Deep Learning in Precision Medicine in Liver Diseases .2023

研究計畫

計畫名稱
113 運用大型語言模型與真實世界資料促進用藥安全:打造RxLlama-延攬博後林冠伶
補助單位
國家科學及技術委員會

計畫名稱
113 運用大型語言模型與真實世界資料促進用藥安全:打造RxLlama(1/3)
補助單位
國家科學及技術委員會

計畫名稱
113 「生醫健康資料商化應用產業需求調查-以藥事服務為主題」採購案
補助單位
財團法人資訊工業策進會

計畫名稱
112 以真實世界資料建構懷孕處方適當性平台 : 輔以種子藥師培育,降低不適當用藥(3/3)
補助單位
國家科學及技術委員會

計畫名稱
111 運用真實世界資料探索H2受體拮抗劑與攝護腺癌的關聯性
補助單位
國家科學及技術委員會

計畫名稱
111 次世代遠距醫療人才培育計畫
補助單位
醫守科技股份有限公司

計畫名稱
111 次世代遠距醫療人才培育研究計畫
補助單位
台捷醫資股份有限公司

計畫名稱
111 次世代遠距醫療人才培育研究計畫
補助單位
醫創科技股份有限公司

計畫名稱
111 以真實世界資料建構懷孕處方適當性平台 : 輔以種子藥師培育,降低不適當用藥(2/3)
補助單位
國家科學及技術委員會

計畫名稱
110 以真實世界資料建構懷孕處方適當性平台 : 輔以種子藥師培育,降低不適當用藥(1/3)
補助單位
科技部

計畫名稱
109 運用資料探勘建立長期用藥與癌症發生之個人化風險矩陣(2/2)
補助單位
科技部

計畫名稱
108 運用資料探勘建立長期用藥與癌症發生之個人化風險矩陣(1/2)
補助單位
科技部

計畫名稱
107 新聘教師研究補助
補助單位
臺北醫學大學