郭昶甫 副教授 / Chang-Fu Kuo M.D. Ph.D.
職稱: 教授/醫師
現職: 長庚大學醫學系臨床副教授
電話: 03-3281200 #8812
學歷: 英國諾丁漢大學風濕、骨科、皮膚科醫學 博士
專長領域: 風濕、醫學AI
經歷
2023-present Deputy Director, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou Center2022-present Associate Professor, School of Medicine, Chang Gung University
2020-present Board Director, Taiwan Rheumatology Association
2018-present Director, Center for Artificial Intelligence in Medicine, Chang Gung Memorial Hospital, Linkou Center
2018-present Professor, Rheumatology, Chang Gung Memorial Hospital
2017-present Honorary (consultant) Associate Professor, University of Nottingham
2007-present Attending physician, Immunology, Chang-Gung Memorial Hospital, Linkou Center
2017-2022 Director, Department of Research and Development, Chang Gung Memorial Hospital, Linkou Center
2016-2019 Executive editor, Journal of Microbiology, Immunology, and Infection
2016-2019 Secretary-General, Taiwan Rheumatology Association
2016-2017 Director, The Center for Big data analytics and statistics, Chang Gung Memorial Hospital, Linkou Center
2016-2017 Deputy director, The Department of Research and Development, Chang Gung Memorial Hospital, Linkou Center
2015-2020 Director, The Division of Rheumatology, Allergy and Immunology, Chang Gung Memorial Hospital, Linkou Center
2014-2017 Honorary (Consultant) assistant professor, University of Nottingham
2013-2018 Associate professor, Chang Gung Memorial Hospital
2007-2011 Attending physician, Health Evaluation Center, Chang-Gung Memorial Hospital
2005-2007 Fellow, Division of Rheumatology, Allergy and Immunology, Chang-Gung Memorial Hospital, Linkou center
2002-2005 Resident, Department of Internal Medicine, Chang-Gung Memorial Hospital Linkou Center
學歷
1994-2000 (MD)School of Medicine, Chang Gung University
2007-2010 (Master) Graduate Institute of Clinical Medical Sciences, Chang
Gung University
2011-2014 (PhD) Division of Rheumatology, Orthopaedics and Dermatology,
The University Nottingham
榮譽
1.Best
resident of the year, 2006
2. First in the Board of Rheumatology, 2007
3. Young Investigator Award, 2010 APLAR annual meeting in Hong Kong
4. Best rheumatology paper, 2015 Taiwan Rheumatology Association
5. The 16th National Innovation Award in the Academic Research Category,
2019, Artificial Intelligence-assisted immunofluorescence pattern recognition
and autoantibody prediction
6. Outstanding Research Award (ORA), 2020 Ministry of Science and
Technology
7. The 17th National Innovation Award in the Academic Research Category,
2020, Inference of bone density from X-ray using AI methods
8. The 17th National Innovation Award in the Academic Research Category,
2020, A deep-learning tool for automated measurements after total hip
arthroplasty from X-ray: a decision-making assistant system
9. The 17th National Innovation Award in the Academic Research Category,
2020, Prediction for Cardiac Contractile Dysfunction and Mortality with
Artificial Intelligence-enabled 12-lead Electrocardiogram
10. The 17th National Innovation Award in the Academic Research Category,
2020, Artificial Intelligence-assisted immunofluorescence pattern recognition
and autoantibody prediction
11. Future Tech, 2021, Artificial intelligence for the diagnosis of heart
failure by interpreting 12lead electrocardiograms.
12. The 18th National Innovation Award in the Academic Research Category,
2021, Artificial intelligence based automatic detection of developmental
dys-plasia of the hip on ultrasonography
13. The 18th National Innovation Award in the Academic Research Category,
2021, Integrated platform for medical natural language processing
14. The 18th National Innovation Award in the Academic Research Category,
2021, The A.I. assisted clinical dental photo orientation system
15. The 18th National Innovation Award in the Academic Research Category,
2021, Artificial Intelligence for Diagnosing Scaphoid Fractures in Radiographs
16. The 19th National Innovation Award in the Academic Research Category,
A deep learning-powered novel artificial intelligence algorithm and system to
assist in the identification of pneumoperitoneum on abdominal computed
tomography, 2022.
17. Future Tech, 2022, Inference of bone density from X-ray using Al
methods.
18. The 20th National Innovation Award in the Academic Research Category,
Utilizing Deep Learning Algorithms for the Identification of Tibial Plateau
Fractures, 2023.
19. Future Tech, 2023, A deep learning-powered novel artificial
intelligence algorithm and system to assist in the identification of
pneumoperitoneum on abdominal computed tomography.
20. Symbol of National Quality, 2023,“Chang Gung Memorial Hospital”
Scaphoid Fracture Detection Software.
研究方向
1. Mechanism of inflammation
2. Innate immunity and crystal arthropathy
3. Population-based genetic epidemiology
4. Epidemiology of rheumatic diseases
5. Genetic control of immune response in rheumatoid arthritis and systemic
lupus erythematosus
6. Pharmacoepidemiology
7. Application of artificial intelligence in medicine
研究論文(選錄)
- Ciou SH, Hsieh AH, Lin YX, Sei JL, Govindasamy M, Kuo CF*, Huang CH. Sensitive label-free detection of the biomarker phosphorylated tau-217 protein in Alzheimer's disease using a graphene-based solution-gated field effect transistor. Biosens Bioelectron. 2023 May 15;228:115174. (SCI; IF= 10.7; Biophysics 3/77)
- AV Seyferth, MN Cichocki, CW Wang, YJ Huang, YW Huang, JS Chen, CF Kuo*, KC Chung*. Factors Associated With Quality Care Among Adults With Rheumatoid Arthritis. JAMA Netw Open. 2022 Dec 1;5(12):e2246299. (SCI; IF=10.5; Medicine, General & Internal 10/325)
- Hsieh CI, Zheng K, Lin C, Mei L, Lu L, Li W, Chen FP, Wang Y, Zhou X, Wang F, Xie G, Xiao J, Miao S, Kuo CF*. Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning. Nat Commun. 2021 Sep 16;12(1):5472. (SCI; IF =14.7; Multidisciplinary Sciences 8/143)
- Chen SW, Kuo CF, Huang YT, Lin WT, Chien-Chia Wu V, Chou AH, Lin PJ, Chang SH, Chu PH. Association of Family History With Incidence and Outcomes of Aortic Dissection. J Am Coll Cardiol. 2020 Sep 8;76(10):1181-1192. (SCI; IF = 21.7; Cardiac & Cardiovascular Systems 4/220)
- Billig JI, Nasser JS, Chen JS, Lu YT, Chung KC, Kuo CF*, Sears ED. Comparison of Safety and Insurance Payments for Minor Hand Procedures Across Operative Settings. JAMA Netw Open. 2020 Oct 1;3(10):e2015951. (SCI; IF=10.5; Medicine, General & Internal 10/325)
- Chang SH, Wen MS, Kuo CF*. Drug Interactions With Non-Vitamin K Oral Anticoagulants-Reply. JAMA. 2018 Feb 27;319(8):830-831. (SCI; IF= 63.1; Medicine, general and internal 5/324)
- Chang SH, Chou IJ, Yeh YH, Chiou MJ, Wen MS, Kuo CT, See LC, Kuo CF*. Association Between Use of Non-Vitamin K Oral Anticoagulants With and Without Concurrent Medications and Risk of Major Bleeding in Nonvalvular Atrial Fibrillation. JAMA. 2017 Oct; 318(13):1250-1259. (SCI; IF= 63.1; Medicine, general and internal 5/324)
- Kuo CF, Luo SF. Gout: Risk of premature death in gout unchanged for years. Nat Rev Rheumatol. 2017 Apr; 13(4):200-201. (SCI; IF= 29.4; Rheumatology 1/57)
- Kuo CF, Grainge MJ, Mallen C, Zhang W, Doherty M. Comorbidities in patients with gout prior to and following diagnosis: case-control study. Ann Rheum Dis. 2016 Jan;75(1):210-7. (SCI; IF= 20.3; Rheumatology 2/57)
- Kuo CF, Grainge MJ, Zhang W*, Doherty M: Global epidemiology of gout: prevalence, incidence and risk factors. Nat Rev Rheumatol. 2015 Nov; 11(11):649-62. (SCI; IF= 29.4; Rheumatology 1/57)
- Kuo CF*, Grainge MJ, Valdes AM, See LC, Luo SF, Yu KH, Zhang W, Doherty M: Familial Aggregation of Systemic Lupus Erythematosus and Coaggregation of Autoimmune Diseases in Affected Families. JAMA Intern Med. 2015 Sep; 175(9):1518-26. (SCI; IF= 22.5; Medicine, general and internal 7/325)
- Kuo CF, Grainge MJ, Mallen C, Zhang W*, Doherty M: Rising burden of gout in the UK but continuing suboptimal management: a nationwide population study. Ann Rheum Dis. 2015 Apr; 74(4):661-667. (SCI; IF= 20.3; Rheumatology 2/57)
- Kuo CF*, Grainge MJ, See LC, Yu KH, Luo SF, Valdes AM, Zhang W, Doherty M: Familial aggregation of gout and relative genetic and environmental contributions: a nationwide population study in Taiwan. Ann Rheum Dis. 2015 Feb; 74(2):369-74. (SCI; IF= 20.3; Rheumatology 2/57)
- Kuo CF, Grainge MJ, Valdes AM, See LC, Luo SF, Yu KH*, Zhang W, Doherty M: Familial Risk of Sjögren's Syndrome and Co-aggregation of Autoimmune Diseases in Affected Families: A Nationwide Population Study. Arthritis Rheumatol. 2015 Jul; 67(7):1904-12. (SCI; IF= 11.4, Rheumatology 4/57)
- Kuo CF, Grainge MJ, Mallen C, Zhang W*, Doherty M. Eligibility for and prescription of urate-lowering treatment in patients with incident gout in England. JAMA. 2014 Dec; 31;312(24):2684-2686. (SCI; IF= 63.1; Medicine, general and internal 5/324)
- Kuo CF, See LC, Yu KH, Chou IJ, Chang HC, Chiou MJ, Luo SF*. Incidence, cancer risk and mortality of dermatomyositis and polymyositis in Taiwan: a nationwide population study. Br. J. Dermatol. 2011 Dec; 165(6):1273-1279. (SCI; IF=11; Dermatology 3/94)