A prognostic COPD clinical support system

SysCon 2013 - 7th Annual IEEE International Systems Conference, Proceedings

Volumn , Issue , 2013, Pages 56-59

  Behara, Ravi ^a   Fatteh, Faiz ^b   Rajadesingh, Parvathalakshmi ^c   Jain, Piyush ^c   Agarwal, Ankur ^c  

^a FLORIDA ATLANTIC UNIVERSITY   (United States)

^b SorenTech Inc   (United States)

^c Florida Atlantic University   (United States)

Author keywords

Chronic Obstructive Pulmonary Disease (COPD); healthcare; readmission

Indexed keywords

CHRONIC OBSTRUCTIVE PULMONARY DISEASE; CLINICAL SUPPORT SYSTEMS; CONTROLLING COSTS; COORDINATION OF CARES; DISABILITY ADJUSTED LIFE YEARS; QUALITY OF CARE; READMISSION;

COSTS; HEALTH CARE; HEALTH INSURANCE; HOSPITALS;

PULMONARY DISEASES;

EID: 84882945775     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SysCon.2013.6549858     Document Type: Conference Paper

References (24)

1. Friedman, B. and Basu, J., "The rate and cost of hospital readmissions for preventable conditions," Medical Care Research and Review 61(2):225240, June 2004.
2. Miller, M.E., "Statement of executive director of the Medicare Payment Advisory Commission, before the Subcommittee on Health, Committee on Energy and Commerce," U.S. House of Representatives. April 18, 2007.
3. Halfon, P., Eggli, Y., PretreRohrbach, I., et al., "Validation of the potentially avoidable hospital readmission rate as a routine indicator of the quality of hospital care," Medical Care 44(11):972981, November 2006.
4. Kripalani, S., LeFevre, F., Phillips, C.O., et al., "Deficits in communication and information transfer between hospital based and primary care physicians," JAMA 297(8):831841, February 28, 2007.
5. Stephen F. Jencks, M.D., Mark V. Williams, M.D., and Eric A. Coleman, M.D., M.P.H., "Rehospitalizations among patients in the Medicare Fee-for-Service Program," New England Journal of Medicine, vol. 360 (April 2, 2009), pp.1418-1428. These data refer to years 2003-2004.
6. Medicare Payment Advisory Commission (MedPAC), "Report to Congress: Promoting Greater Efficiency in Medicare," June 2007, Chapter 5. See http://www.medpac.gov/documents/Jun07-EntireReport.pdf. These data refer to 2005.
7. Murray CJL, Lopez AD., "Alternative projections of mortality and disability by cause 1990-2020: global burden of disease study," Lancet, 349:1498-504, 1997.
8. Jenecks S. F., Williams M. V., Coleman E. A., "Rehospitalizations among patients in the Medicare fee-for-service program," NEJM, 36-:1418-1428, 2009.
9. Elixhauser A., Au D.H., Podulka J., "Readmissions for Chronic Obstructive Pulmonary Disease," Statistical Brief #121, Healthcare Cost and Utilization Project, Agency for Healthcare Quality and Research, Sept. 2011.
10. Alan R Aronson AR, Lang FM., "An overview of MetaMap: historical perspective and recent advances," J Am Med Inform Assoc, 17:229-236, 2010.
11. Savova GK, Ogren PV, Duffy PH, Buntrock JD, Chute CG, "Mayo clinic NLP system for patient smoking status identification," J Am Med Inform Assoc, 15:25-28, 2008.
12. Uzuner O, Goldstein I, Luo Y, Kohane I, "Identifying Patient Smoking Status from Medical Discharge Records," J Am Med Inform Assoc, 15:14-24, 2008.
13. Clark C, Good K, Jeziernyb L, Macpherson M, Wilsonb B, Chajewska U: Identifying Smokers with a Medical Extraction System. J Am Med Inform Assoc, 15:36-39, 2008.
14. Pakhomov S, Hemingway H, Weston S, Jacobsen S, Rodeheffer R, Roger V, "Epidemiology of Angina Pectoris: Role of Natural Language Processing of the Medical Record," Am Heart J, 153(4):666-673, 2007.
15. Pakhomov S, Weston SA, Jacobsen SJ, Chute CG, Meverden R, Roger VL, "Electronic medical records for clinical research: application to the identification of heart failure," Am J Manag Care, 13 (6 Part 1):281-288, 2007.
16. Melton GB, Raman N, Chen ES, Sarkar IN, Pakhomov S, Madoff RD, "Evaluation of family history information within clinical documents and adequacy of HL7 clinical statement and clinical genomics family history models for its representation: A case report," J Am Med Inform Assoc, 17(3):337-340, 2010.
17. Pakhomov S, Shah N, Hanson P, Balasubramaniam S, Smith SA, "Automatic quality of life prediction using electronic medical records," AMIA Annu Symp Proc, 2008:545-549, 2008.
18. Shah AD, Martinez C, Hemingway H., "The Freetext Matching Algorithmq computer program to extract diagnoses and causes of death from unstructured text in electronic health records," BMC Medical Informatics and Decision Making, 12:88, 2012.
19. Savova1 GK, Masanz JJ, Ogren PV, Zheng J, Sohn S, Kipper-Schuler KC, Chute CG, "Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications," J Am Med Inform Assoc, 17:507-513, 2010.
20. Bodenreider O, Stevens R., "Bio-ontologies: current trends and future directions," Brief Bioinform, 7(3):256-74, Sept 2006. Epub Aug 9, 2006. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1847325
21. Egner MT, Lorch M, Biddle E., "UIMA GRID: Distributed Large-scale Text Analysis," IEEE, 2007.
22. Cao Q, Guo W, Cui Y., "The semantic search based on UIMA," IEEE, 2009.
23. Han X, Rao R., "The Method of Medical Named Entity Recognition Based on Semantic Model and Improved SVM-KNN Algorithm,"IEEE, 2011.
24. Zhipeng Z., "Knowledge Acquisition Framework for Unstructured Information," Microcomputer Applications, 26, 2010.