Intelligent personal health record: Experience and open issues

Journal of Medical Systems

Volumn 36, Issue 4, 2012, Pages 2111-2128

  Luo, Gang ^a   Tang, Chunqiang ^a   Thomas, Selena B ^a  

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

Author keywords

Expert system; Home medical product; Nursing activity; Personal health record; Search engine

Indexed keywords

ARTICLE; ARTIFICIAL INTELLIGENCE; CORONARY ARTERY BYPASS SURGERY; DECISION TREE; EXPERT SYSTEM; HEMIPLEGIA; HOME CARE; HUMAN; INTELLIGENT PERSONAL HEALTH RECORD; INTERNATIONAL CLASSIFICATION OF DISEASES; MEDICAL EDUCATION; MEDICAL INFORMATICS; MEDICAL RECORD; MORTALITY; MULTIMEDIA; MUSCULAR DYSTROPHY; NURSING CARE PLAN; NURSING DIAGNOSIS; NURSING INTERVENTION; NURSING KNOWLEDGE; QUALITY OF LIFE; SEARCH ENGINE; SELF EVALUATION; SOCIAL NETWORK; CONSUMER HEALTH INFORMATION; INFORMATION RETRIEVAL; INTERNET; METHODOLOGY;

ARTIFICIAL INTELLIGENCE; CONSUMER HEALTH INFORMATION; HEALTH RECORDS, PERSONAL; HOME NURSING; HUMANS; INFORMATION STORAGE AND RETRIEVAL; INTERNET;

EID: 84873021828     PISSN: 01485598     EISSN: 1573689X     Source Type: Journal    
DOI: 10.1007/s10916-011-9674-5     Document Type: Article

References (97)

1. Ackley, B. J., and Ladwig, G. B., Nursing Diagnosis Handbook: An Evidence-based Guide to Planning Care, 8th ed. Mosby, 2007.
2. Adomavicius, G., and 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.
3. AllegroMedical homepage. http://www.allegromedical.com, 2010.
4. Amazon homepage. http://www.amazon.com, 2010.
5. Bing homepage. http://www.bing.com, 2010.
6. Bulechek, G. M., Butcher, H. K., and Dochterman, J. M., Nursing Interventions Classification (NIC), 5th ed. Mosby, 2007.
7. Baeza-Yates, R. A., and Ribeiro-Neto, B. A., Modern Information Retrieval. ACM Press/Addison-Wesley, 1999.
8. Billings, J. A., and Stoeckle, J. D., The Clinical Encounter: A Guide to the Medical Interview & Case Presentation, 2nd ed. Mosby, 1999.
9. Chatroulette homepage. http://chatroulette.com, 2010.
10. Cimino, J. J., Use, usability, usefulness and impact of an Infobutton manager. Proceedings of AMIA'06, pp. 151-155, 2006.
11. Collins, R. D., Algorithmic Diagnosis of Symptoms and Signs: Cost-Effective Approach. Lippincott Williams & Wilkins, 2002.
12. Conditions by incidence. http://www.wrongdiagnosis.com/lists/incid.htm, 2010.
13. Data & Statistics, Centers for Disease Control and Prevention. http://www.cdc.gov/DataStatistics, 2010.
14. Dunning, T., Nursing Care of Older People with Diabetes. Wiley-Blackwell, 2005.
15. Duyff, R. L., American Dietetic Association Complete Food and Nutrition Guide, III ed. Wiley, 2006.
16. Eysenbach, G., Consumer health informatics. BMJ 320(7251):1713-1716, 2000.
17. Eysenbach, G., Medicine 2.0: social networking, collaboration, participation, apomediation, and openness. J Med Internet Res 10(3):e22, 2008.
18. Farfan, F., Hristidis, V., and Ranganathan, A., et al., XOntoRank: Ontology-Aware search of electronic medical records. Proceedings of ICDE'09, pp. 820-831, 2009.
19. Gagliano, M. E., A literature review on the efficacy of video in patient education. J Med Educ 63(10):785-792, 1988.
20. Garra, K., Medical benefits of Wii. http://newhorizonllc.net/company- news/38-news/71-medical-benefits-of-wii, 2010.
21. Goetz, T., The Decision Tree: Taking Control of Your Health in the New Era of Personalized Medicine. Rodale Books, 2010.
22. Google product search homepage. http://www.google.com/products, 2010.
23. Hanas, R., Type 1 Diabetes in Children, Adolescents and Young Adults: How to Become an Expert on Your Own Diabetes, 4th ed. Class Publishing, 2009.
24. Hanson, W., The Edge of Medicine: The Technology That will Change Our Lives. Palgrave Macmillan, 2008.
25. Healthline homepage. http://www.healthline.com, 2010.
26. New Healthline symptom search dramatically improves one of the most popular online health research activities. http://www.healthline.com/corporate/ news/healthline-Announces-symptom-search.html, 2007.
27. HealthPricer homepage. http://www.healthpricer.com, 2010.
28. Hidola homepage. http://www.hidola.com, 2010.
29. Hood, C., Unique holiday gifts - fitness equipment. http:// dailylivingaids.wordpress.com/tag/unique-gifts, 2007.
30. Johnson, M., Bulechek, G. M., and Dochterman, J. M., et al., NANDA, NOC, and NIC Linkages: Nursing Diagnoses, Outcomes, and Interventions, 2nd ed. Mosby, 2005.
31. Li, X., and Croft, W. B., Time-based language models. Proceedings of CIKM'03, pp. 469-475, 2003.
32. Luo, G., Design and evaluation of the iMed intelligent medical search engine. Proceedings of ICDE'09, pp. 1379-1390, 2009.
33. Luo, G., Intelligent output interface for intelligent medical search engine. Proceedings of AAAI'08, pp. 1201-1206, 2008.
34. Luo, G., Lessons learned from building the iMed intelligent medical search engine. Proceedings of EMBC'09, pp. 5138-5142, 2009.
35. Luo, G., On search guide phrase compilation for recommending home medical products. Proceedings of EMBC'10, pp. 2167-2171, 2010.
36. Luo, G., Navigation interface for recommending home medical products. JMS, to appear.
37. Luo, G., and Tang, C., On iterative intelligent medical search. Proceedings of SIGIR'08, pp. 3-10, 2008.
38. Luo, G., and Tang, C., Challenging issues in iterative intelligent medical search. Proceedings of ICPR'08, pp. 1-4, 2008.
39. Luo, G., and Tang, C., Automatic home nursing activity recommendation. Proceedings of AMIA'09, pp. 401-405, 2009.
40. Luo, G., Thomas, S. B., and Tang, C., Intelligent consumer-centric electronic medical record. Proceedings of MIE'09, pp. 120-124, 2009.
41. Luo, G., Thomas, S. B., and Tang, C., Automatic home medical product recommendation. JMS, to appear.
42. Metz, C., Google eyes Cleveland medical records. http://www.theregister. co.uk/2008/02/21/google-health-records-private-launch, 2008.
43. Microsoft HealthVault homepage. http://www.healthvault.com, 2010.
44. Meyer, M. M., and Derr, P., The Comfort of Home: a Complete Guide for Caregivers, III ed. CareTrust Publications LLC, 2007.
45. PatientsLikeMe homepage. http://www.patientslikeme.com, 2010.
46. Prevention magazine editors. The Doctors Book of Home Remedies. Bantam, 2003.
47. Ramasubramanian, V., Peterson, R., and Sirer, E. G., Corona: A high performance publish-subscribe system for the World Wide Web. Proceedings of NSDI'06, 2006.
48. Revolution Health homepage. http://www.revolutionhealth.com, 2010.
49. Radomski, M. V., and Trombly, C. A., Occupational Therapy for Physical Dysfunction, 6th ed. Lippincott Williams & Wilkins, 2007.
50. Sullivan, D., What is real time search? Definitions & players. http://searchengineland.com/what-is-real-time-search-definitions-players-22172, 2009.
51. Tatum, M., Which sugar substitutes are safe for diabetics? http://www.wisegeek.com/which-sugar-substitutes-Are-safe-for-diabetics.htm, 2010.
52. Teevan, J., Dumais, S. T., and Liebling, D. J., To personalize or not to personalize: modeling queries with variation in user intent. Proceedings of SIGIR'08, pp. 163-170, 2008.
53. Thompson, H. J., and Thielke, S. M., How do health care providers perceive technologies for monitoring older adults? Proceedings of EMBC'09, pp. 4315-4318, 2009.
54. 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.
55. WebMD homepage. http://www.webmd.com, 2010.
56. White, R.W., and Horvitz, E., Cyberchondria: Studies of the escalation of medical concerns in Web search. ACM Trans. Inf. Syst. 27(4), 2009.
57. Wii Fit homepage. http://wiifit.com, 2010.
58. Wikipedia homepage. http://www.wikipedia.org, 2010.
59. Wilkinson, R., and Smeaton, A.F., Automatic link generation. ACM Comput. Surv. 31(4), 1999.
60. YouTube homepage. http://www.youtube.com, 2010.
61. Yang, K., Evens, M. W., and Trace, D., Improving the text summaries in the intelligent medical record system. Proceedings of MAICS'06, 2006.
62. 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.
63. Bakken, S., Currie, L. M., Lee, N. J., et al., Integrating evidence into clinical information systems for nursing decision support. I J Med Inform 77(6):413-420, 2008.
64. Barnett, G. O., Cimino, J. J., Hupp, J. A., et al., DXplain. An evolving diagnostic decision-support system. JAMA 258(1):67-74, 1987.
65. Batavia, M., Contraindications in Physical Rehabilitation: Doing No Harm. Saunders, 2006.
66. Brin, S., and Page, L., The anatomy of a large-scale hypertextual Web search engine. Comput Netw 30(1-7):107-117, 1998.
67. Collins, R.D., Algorithmic Approach to Treatment. Lippincott Williams & Wilkins, 1997.
68. Collins, R.D., Algorithmic Selection and Interpretation of Diagnostic Tests. Williams & Wilkins, 1998.
69. Demner-Fushman, D., Seckman, C., and Fisher, C., et al., A prototype system to support evidence-based practice. Proceedings of AMIA'08, pp. 151-155, 2008.
70. Doenges, M., Moorhouse, M., and Murr, A., Nursing Care Plans: Guidelines for Individualizing Client Care across the Life Span, 8th ed. F.A. Davis Company, 2009.
71. Elhadad, N., Kan, M., Klavans, J. L., et al., Customization in a unified framework for summarizing medical literature. Artif Intell Med 33(2):179-198, 2005.
72. Google Alerts homepage. http://www.google.com/alerts, 2010.
73. Google Guide Quick Reference: Google Advanced Operators (Cheat Sheet). http://www.googleguide.com/advanced-operators-reference.html, 2010.
74. Google homepage. http://www.google.com, 2010.
75. Haugen, N., and Galura, S.J., Ulrich & Canale's Nursing Care Planning Guides: Prioritization, Delegation, and Critical Thinking, 7th ed. Saunders, 2010.
76. International Classification of Diseases (ICD-10) homepage. http://www.who.int/classifications/icd/en/, 2010.
77. Luo, G., Tang, C., and Thomas, S. B., Intelligent personal health record: experience and open issues. Proceedings of IHI'10, pp. 326-335, 2010.
78. Rodgers, S., Delmar's Medical-Surgical Nursing Care Plans. Delmar Cengage Learning, 2007.
79. Tatro, D. S., 2011 Drug Interaction Facts: The Authority on Drug Interactions. Lippincott Williams & Wilkins, 2010.
80. Wang, Y., and Liu, Z., Automatic detecting indicators for quality of health information on the Web. I J Med Inform 76(8):575-582, 2007.
81. Wilson, P., How to find the good and avoid the bad or ugly: a short guide to tools for rating quality of health information on the internet. BMJ 324(7337):598-602, 2002.
82. http://nursingcrib.com/nursing-care-plan/, 2010.
83. http://www.nursingcareplan.blogspot.com/, 2010.
84. Comer, S. R., Delmar's Geriatric Nursing Care Plans, III ed. Delmar Cengage Learning, 2004.
85. Comer, S. R., Delmar's Critical Care Nursing Care Plans, 2nd ed. Delmar Cengage Learning, 2004.
86. Luxner, K. L., Delmar's Maternal-Infant Nursing Care Plans, 2nd ed. Delmar Cengage Learning, 2004.
87. Luxner, K. L., Delmar's Pediatric Nursing Care Plans, III ed. Delmar Cengage Learning, 2004.
88. Gulanick, M., and Myers, J. L., Nursing Care Plans: Diagnoses, Interventions, and Outcomes, 7th ed. Mosby, 2010.
89. Swearingen, P. L., All-in-One Care Planning Resource: Medical-Surgical, Pediatric, Maternity, and Psychiatric Nursing Care Plans, 2nd ed. Mosby, 2007.
90. Schultz, J. M., and Videbeck, S. L., Lippincott's Manual of Psychiatric Nursing Care Plans, 8th ed. Lippincott Williams & Wilkins, 2008.
91. Varcarolis, E. M., Manual of Psychiatric Nursing Care Planning: Assessment Guides, Diagnoses, Psychopharmacology, 4th ed. Saunders, 2010.
92. Cawsey, A. J., Jones, R. B., and Pearson, J., The evaluation of a personalised health information system for patients with cancer. User Model User-Adapt Interact 10(1):47-72, 2000.
93. Al-Busaidi, A., Gray, A., and Fiddian, N., Personalizing web information for patients: linking patient medical data with the web via a patient personal knowledge base. Health Inform J 12(1):27-39, 2006.
94. Bental, D. S., Cawsey, A., and Jones, R., Patient information systems that tailor to the individual. Patient Educ Couns 36(2):171-180, 1999.
95. ICD-10 ontology. https://dkm.fbk.eu/index.php/ICD-10-Ontology, 2011.
96. Luo, G., Tang, C., and Yang, H., et al., MedSearch: a specialized search engine for medical information retrieval. Proceedings of CIKM'08, pp. 143-152, 2008.
97. A future doctor shortage? A growing lack of new doctors could be American's next health crisis. http://www.cbsnews.com/stories/2006/06/17/ eveningnews/main1726479.shtml, 2006.