Triggers and monitoring in intelligent personal health record

Journal of Medical Systems

Volumn 36, Issue 5, 2012, Pages 2993-3009

  Luo, Gang ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

Expert system; Monitoring; Natural language generation; Personal health record; Search engine; Trigger

Indexed keywords

ARTICLE; ARTIFACT; ASTHMA; CHRONIC OBSTRUCTIVE LUNG DISEASE; DATA ANALYSIS; ELECTRONIC MEDICAL RECORD; EXPERT SYSTEM; HOME CARE; HUMAN; INFORMATION PROCESSING; KNOWLEDGE BASE; MEDICAL INFORMATION SYSTEM; ONLINE SYSTEM; PERSONAL HEALTH RECORD; WEIGHT REDUCTION; ARTIFICIAL INTELLIGENCE; INFORMATION SYSTEM; INTERNET; METHODOLOGY; ORGANIZATION AND MANAGEMENT; PERSONALIZED MEDICINE; REMINDER SYSTEM;

ARTIFICIAL INTELLIGENCE; ELECTRONIC HEALTH RECORDS; HUMANS; INDIVIDUALIZED MEDICINE; INFORMATION MANAGEMENT; INFORMATION SYSTEMS; INTERNET; REMINDER SYSTEMS;

EID: 84867302715     PISSN: 01485598     EISSN: 1573689X     Source Type: Journal    
DOI: 10.1007/s10916-011-9777-z     Document Type: Article

References (55)

1. Apiletti, D.; Baralis, E.; Bruno, G.; et al.; Real-time analysis of physiological data to support medical applications. TITB 13(3):313-321, 2009.
2. American Dietetic Association. Electronic medical records and personal health records: A call for the creation and inclusion of a nutrition dataset. http://anhi.org/Learning/PDFs/Other/EMR-PHR-Nutrition-Dataset-Paper(6-29-09). pdf, 2009.
3. Anderson, G.; Horvath, J.; The growing burden of chronic disease in America. Public Health Rep. 119(3):263-270, 2004.
4. Adomavicius, G.; Tuzhilin, A.; Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. TKDE 17(6):734-749, 2005.
5. Batavia, M.; Contraindications in Physical Rehabilitation: Doing No Harm. Saunders, 2006.
6. Baeza-Yates, R. A.; Ribeiro-Neto, B. A.; Modern Information Retrieval. ACM Press/Addison-Wesley, 1999.
7. Brin, S.; Page, L.; The anatomy of a large-scale hypertextual Web search engine. Comput. Netw. 30(1-7):107-117, 1998.
8. Cimino, J. J.; Use, usability, usefulness and impact of an Infobutton manager. Proceedings of AMIA'06, pp. 151-155, 2006.
9. Celli, B. R.; MacNee, W.; ATS/ERS Task Force, Standards for the diagnosis and treatment of patients with COPD: a summary of the ATS/ERS position paper. Eur. Respir. J. 23(6):932-946, 2004.
10. COPD prevalence & statistics. http://www.copdforums.com/copd- prevalence-statistics, 2009.
11. Dalal, M.; Feiner, S.; McKeown, K.; et al.; MAGIC: an experimental system for generating multimedia briefings about post-bypass patient status. Proceedings of AMIA'96, pp. 684-688, 1996.
12. Datar, M.; Gionis, A.; Indyk, P.; et al.; Maintaining stream statistics over sliding windows. SIAM J. Comput. 31(6):1794-1813, 2002.
13. Database trigger. http://en.wikipedia.org/wiki/Database-trigger, 2011.
14. Event condition action. http://en.wikipedia.org/wiki/Event-Condition- Action, 2011.
15. Fletcher, R. R.; Poh, M. Z.; Eydgahi, H.; Wearable sensors: opportunities and challenges for low-cost health care. Proceedings of EMBC'10, pp. 1763-1766, 2010.
16. Giacomelli, P.; Munaro, G.; Rosso, R.; Using soft computer techniques on smart devices for monitoring chronic diseases: the CHRONIOUS case. CoRR abs/1103.3223, 2011.
17. Google homepage. http://www.google.com, 2011.
18. Gatt, A.; Portet, F.; Reiter, E.; et al.; From data to text in the neonatal intensive care unit: using NLG technology for decision support and information management. AI Commun. 22(3):153-186, 2009.
19. Google Web search API. http://code.google.com/apis/websearch/, 2010.
20. Harris, M. D.; Building a large-scale commercial NLG system for an EMR. Proceedings of INLG'08, pp. 157-160, 2008.
21. Hudson, D. L.; Cohen, M. E.; Diagnostic models based on personalized analysis of trends (PAT). TITB 14(4):941-948, 2010.
22. Andrade, H.; Gedik, B.; Wu, K.-L.; et al.; Processing high data rate streams in System S. J. Parallel Distrib. Comput. 71(2):145-156, 2011.
23. Hellerstein, J. M.; Naughton, J. F.; Query execution techniques for caching expensive methods. Proceedings of SIGMOD'96, pp. 423-434, 1996.
24. Hellerstein, J. M.; Stonebraker, M.; Predicate migration: optimizing queries with expensive predicates. Proceedings of SIGMOD'93, pp. 267-276, 1993.
25. Jackson, P.; Introduction to Expert Systems, 3rd ed. Addison Wesley, 1998.
26. Luo, G.; Design and evaluation of the iMed intelligent medical search engine. Proceedings of ICDE'09, pp. 1379-1390, 2009.
27. Lewis, D.; Eysenbach, G.; Kukafka, R.; et al.; Consumer Health Informatics: Informing Consumers and Improving Health Care. Springer, 2005.
28. Luo, G.; Tang, C.; Automatic home nursing activity recommendation. Proceedings of AMIA'09, pp. 401-405, 2009.
29. Luo, G.; Tang, C.; Thomas, S. B.; Intelligent personal health record: experience and open issues. JMS, to appear.
30. Luo, G.; Thomas, S. B.; Tang, C.; Automatic home medical product recommendation. JMS, to appear.
31. WebMD personal health record homepage. http://www.webmd.com/phr, 2011.
32. Microsoft HealthVault homepage. http://www.healthvault.com, 2011.
33. The NLM Personal Health Record (PHR). http://www.lhncbc.nlm.nih.gov/lhc/ servlet/Turbine/template/research,medinform,PHR.vm, 2011.
34. Page, L.; Brin, S.; Motwani, R.; et al.; The PageRank citation ranking: bringing order to the Web. Technical report, Stanford Digital Library Technologies Project, 1998.
35. Ponte, J. M.; Croft, B. W.; A language modeling approach to information retrieval. Proceedings of SIGIR'98, pp. 275-281, 1998.
36. Paton, N. W.; Díaz, O.; Active database systems. ACM Comput. Surv. 31(1):63-103, 1999.
37. Portet, F.; Reiter, E.; Gatt, A.; et al.; Automatic generation of textual summaries from neonatal intensive care data. Artif. Intell. 173(7-8):789-816, 2009.
38. Palmer, J. G.; Spaeder, J. A.; Outpatient management of chronic diseases using the telewatch patient monitoring system. Johns Hopkins APL Technical Digest 25(3):253-260, 2004.
39. Publish/subscribe. http://en.wikipedia.org/wiki/Publish/subscribe, 2011.
40. RelayHealth personal health record homepage. https://www.patientally.com/ Default.aspx?CID=pa, 2011.
41. Reiter, E.; Dale, R.; Building Natural Language Generation Systems. Cambridge University Press, 2000.
42. Rosso, R.; Munaro, G.; Salvetti, O.; et al.; CHRONIOUS: an open, ubiquitous and adaptive chronic disease management platform for chronic obstructive pulmonary disease (COPD), chronic kidney disease (CKD) and renal insufficiency. Proceedings of EMBC'10, pp. 6850-6853, 2010.
43. Roy, P.; Sudarshan, S.; Multi-query optimization. Encyclopedia of Database Systems, pp. 1849-1852, Springer, 2009.
44. Sachs, G. S.; Guille, C.; Weight gain associated with use of psychotropic medications. J. Clin. Psychiatry 60(Suppl 21):16-19, 1999.
45. Sornmo, L.; Laguna, P.; Bioelectrical signal processing in cardiac and neurological applications. Academic Press, 2005.
46. Tatro, D. S.; 2011 drug interaction facts: the authority on drug interactions. Lippincott Williams & Wilkins, 2010.
47. United Nations, World population ageing 2009. http://www.un.org/esa/ population/publications/WPA2009/WPA2009-WorkingPaper.pdf, 2009.
48. Vogeli, C.; Shields, A. E.; Lee, T. A.; et al.; Multiple chronic conditions: prevalence, health consequences, and implications for quality, care management, and costs. JGIM 22(Suppl 3):391-395, 2007.
49. Veen, J. C.; Smits, H. H.; Ravensberg, A. J.; et al.; Impaired perception of dyspnea in patients with severe asthma. Relation to sputum eosinophils. Am. J. Respir. Crit. Care Med. 158(4):1134-1141, 1998.
50. The World Health Organization, The global shortage of health workers and its impact. http://www.allcountries.org/health/the-global-shortage-of-health- workers-and-its-impact.html, 2006.
51. Bing developer center. http://www.bing.com/developers/, 2011.
52. Turpin, A.; Tsegay, Y.; Hawking, D.; et al.; Fast generation of result snippets in web search. Proceedings of SIGIR'07, pp. 127-134, 2007.
53. International Classification of Diseases (ICD-10) homepage. http://www.who.int/classifications/icd/en/, 2011.
54. Luo, G.; Tang, C.; Tian, Y.; Answering relationship queries on the web. Proceedings of WWW'07, pp. 561-570, 2007.
55. Luo, G.; On search guide phrase compilation for recommending home medical products. Proceedings of EMBC'10, pp. 2167-2171, 2010.