Using Natural Language Processing and Machine Learning to Identify Gout Flares From Electronic Clinical Notes
暂无分享,去创建一个
C. Zheng | N. Rashid | Yi-Lin Wu | River Koblick | Antony T H Lin | Gerald. D. Levy | T. Cheetham | A. Lin
[1] N. Schlesinger. Management of acute and chronic gouty arthritis: present state-of-the-art. , 2004, Drugs.
[2] Naoyuki Kamatani,et al. A retrospective study of the relationship between serum urate level and recurrent attacks of gouty arthritis: evidence for reduction of recurrent gouty arthritis with antihyperuricemic therapy. , 2004, Arthritis and rheumatism.
[3] E. Suresh. Diagnosis and management of gout: a rational approach , 2005, Postgraduate Medical Journal.
[4] 庄司 晃. A retrospective study of the relationship between serum urate level and recurrent attacks of gouty arthritis : evidence for reduction of recurrent gouty arthritis with antihyperuricemic therapy , 2005 .
[5] H. Schumacher,et al. Serum Urate Levels and Gout Flares: Analysis From Managed Care Data , 2006, Journal of clinical rheumatology : practical reports on rheumatic & musculoskeletal diseases.
[6] Hagit Shatkay,et al. New directions in biomedical text annotation: definitions, guidelines and corpus construction , 2006, BMC Bioinformatics.
[7] J. Hodges,et al. Quality of care for gout in the US needs improvement. , 2007, Arthritis and rheumatism.
[8] J. Sundy. Gout management: let's get it right this time. , 2008, Arthritis & Rheumatism.
[9] Ying He,et al. Biological Entity Recognition with Conditional Random Fields , 2008, AMIA.
[10] E. Krishnan,et al. Frequency, Risk, and Cost of Gout-related Episodes Among the Elderly: Does Serum Uric Acid Level Matter? , 2009, The Journal of Rheumatology.
[11] R. Shewchuk,et al. Toward a valid definition of gout flare: results of consensus exercises using Delphi methodology and cognitive mapping. , 2009, Arthritis and rheumatism.
[12] M. Fuldeore,et al. The Effect of Serum Urate on Gout Flares and Their Associated Costs: An Administrative Claims Analysis , 2009, Journal of clinical rheumatology : practical reports on rheumatic & musculoskeletal diseases.
[13] R. Altman,et al. Report of the American College of Rheumatology Pain Management Task Force , 2010, Arthritis care & research.
[14] P. Dagnelie,et al. Large Epidemiologic Studies of Gout: Challenges in Diagnosis and Diagnostic Criteria , 2010, Current rheumatology reports.
[15] Philippe Sanseau,et al. The role of translational bioinformatics in drug discovery. , 2011, Drug discovery today.
[16] David Tresner-Kirsch,et al. MITRE system for clinical assertion status classification , 2011, J. Am. Medical Informatics Assoc..
[17] D. Rothenbacher,et al. Gout treatment and comorbidities: a retrospective cohort study in a large US managed care population , 2011, BMC Musculoskeletal Disorders.
[18] Hua Xu,et al. A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries , 2011, J. Am. Medical Informatics Assoc..
[19] Lucila Ohno-Machado,et al. Natural language processing: an introduction , 2011, J. Am. Medical Informatics Assoc..
[20] Joel D. Martin,et al. Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010 , 2011, J. Am. Medical Informatics Assoc..
[21] A. Forsythe,et al. Comorbidity Burden, Healthcare Resource Utilization, and Costs in Chronic Gout Patients Refractory to Conventional Urate-Lowering Therapy , 2012, American journal of therapeutics.
[22] K. Nair,et al. Comparison of patient characteristics and gout-related health-care resource utilization and costs in patients with frequent versus infrequent gouty arthritis attacks. , 2012, Rheumatology.
[23] K. Saag,et al. Pathophysiology, Clinical Presentation and Treatment of Gout , 2012, Drugs.
[24] J. Singh,et al. Developing a provisional definition of flare in patients with established gout. , 2012, Arthritis and rheumatism.
[25] N. Schlesinger. Management of Acute and Chronic Gouty Arthritis , 2012, Drugs.
[26] Chengyi Zheng,et al. Automated Identification of Patients With Pulmonary Nodules in an Integrated Health System Using Administrative Health Plan Data, Radiology Reports, and Natural Language Processing , 2012, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.
[27] Chengyi Zheng,et al. Extracting data from electronic medical records: validation of a natural language processing program to assess prostate biopsy results , 2013, World Journal of Urology.
[28] อนิรุธ สืบสิงห์,et al. Data Mining Practical Machine Learning Tools and Techniques , 2014 .