Moving from Digitalization to Digitization in Cardiovascular Care Why Is it Important, and What Could it Mean for Patients and Providers?

Journal of the American College of Cardiology

Volumn 66, Issue 13, 2015, Pages 1489-1496

  Steinhubl, Steven R ^a   Topol, Eric J ^a  

^a SCRIPPS TRANSLATIONAL SCIENCE INSTITUTE   (United States)

Author keywords

artificial intelligence; electronic health records; health care; patient care; physician patient relations; technology

Indexed keywords

ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATIC SPEECH RECOGNITION; AUTOMATION; COST EFFECTIVENESS ANALYSIS; DECISION SUPPORT SYSTEM; DOCTOR PATIENT RELATION; ECHOCARDIOGRAPHY; ELECTROCARDIOGRAPHY; ELECTRONIC MEDICAL RECORD; EVIDENCE BASED MEDICINE; EVIDENCE BASED PRACTICE; GENETIC ANALYSIS; HEALTH CARE COST; HEALTH CARE DELIVERY; HEALTH CARE PLANNING; HEALTH CARE QUALITY; HEALTH IMPACT ASSESSMENT; HUMAN; HUMAN COMPUTER INTERACTION; MOBILE APPLICATION; MOBILE PHONE; PATIENT CARE; PERSONALIZED MEDICINE; PHYSICIAN ATTITUDE; PORTABLE ULTRASOUND SCANNER; PRESCRIPTION; PRIORITY JOURNAL; CARDIOVASCULAR DISEASES; PROCEDURES; TRENDS;

CARDIOVASCULAR DISEASES; ELECTRONIC HEALTH RECORDS; HUMANS; MEDICAL RECORDS SYSTEMS, COMPUTERIZED; PHYSICIAN-PATIENT RELATIONS; PRECISION MEDICINE;

EID: 84942094681     PISSN: 07351097     EISSN: 15583597     Source Type: Journal    
DOI: 10.1016/j.jacc.2015.08.006     Document Type: Review

References (41)

1. The Free Dictionary. Digitalization. From: Miller-Keane Encyclopedia and Dictionary of Medicine, Nursing, and Allied Health, Seventh Edition. 2003. Available at: http://medical-dictionary.thefreedictionary.com/digitalization. Accessed August 18 2015.
2. Oxford Advanced Learners Dictionary. Digitization. Available at: http://www.oxforddictionaries.com/us/definition/learner/digitization. Accessed August 18, 2015.
3. D.M. Krikler Withering and the foxglove: the making of a myth Br Heart J 54 1985 256 257
4. S.R. Steinhubl, E.D. Muse, and E.J. Topol The emerging field of mobile health Sci Transl Med 7 2015 283rv3
5. J. Kvedar, M.J. Coye, and W. Everett Connected health: a review of technologies and strategies to improve patient care with telemedicine and telehealth Health Aff (Millwood) 33 2014 194 199
6. C. Free, G. Phillips, L. Watson, and et al. The effectiveness of mobile-health technologies to improve health care service delivery processes: a systematic review and meta-analysis PLoS Med 10 2013 e1001363
7. L. Neubeck, N. Lowres, E.J. Benjamin, and et al. The mobile revolution-using smartphone apps to prevent cardiovascular disease Nat Rev Cardiol 12 2015 350 360
8. D.R. Verdon EHRs: the real story. Why a national outcry from physicians will shake the health information technology sector Med Econ 91 2014 18 20 27
9. A. Bhatt Evolution of clinical research: a history before and beyond James Lind Perspect Clin Res 1 2010 6 10
10. E.J. Topol, S.R. Steinhubl, and A. Torkamani Digital medical tools and sensors JAMA 313 2015 353 354
11. N. Wade A decade later, genetic map yields few new cures New York Times June 12, 2010 A1
12. E.S. Lander Initial impact of the sequencing of the human genome Nature 470 2011 187 197
13. J.L. Mega, N.O. Stitziel, J.G. Smith, and et al. Genetic risk, coronary heart disease events, and the clinical benefit of statin therapy: an analysis of primary and secondary prevention trials Lancet 385 2015 2264 2271
14. D.M. Roden, J.A. Johnson, S.E. Kimmel, and et al. Cardiovascular pharmacogenomics Circ Res 109 2011 807 820
15. C.G. Selkirk, S.M. Weissman, A. Anderson, and et al. Physicians' preparedness for integration of genomic and pharmacogenetic testing into practice within a major health care system Genet Test Mol Biomarkers 17 2013 219 225
16. J. Plunkett-Rondeau, K. Hyland, and S. Dasgupta Training future physicians in the era of genomic medicine: trends in undergraduate medical genetics education Genet Med 2015 Feb 12 [E-pub ahead of print]
17. S.J. Shah, D.H. Katz, S. Selvaraj, and et al. Phenomapping for novel classification of heart failure with preserved ejection fraction Circulation 131 2015 269 279
18. J.A. Walsh III, E.J. Topol, and S.R. Steinhubl Novel wireless devices for cardiac monitoring Circulation 130 2014 573 581
19. A. de la Sierra, J. Redon, J.R. Banegas, et al. Spanish Society of Hypertension Ambulatory Blood Pressure Monitoring Registry Investigators Prevalence and factors associated with circadian blood pressure patterns in hypertensive patients Hypertension 53 2009 466 472
20. E. Dolan, A. Stanton, L. Thijs, and et al. Superiority of ambulatory over clinic blood pressure measurement in predicting mortality: the Dublin Outcome Study Hypertension 46 2005 156 161
21. Comstock J. Quanttus: why continuous blood pressure monitoring is a game-changer. mobihealthnews April 7, 2015. Available at: http://mobihealthnews.com/42156/quanttus-why-continuous-blood-pressure-monitoring-is-a-game-changer/. Accessed August 28, 2015.
22. P.M. Rothwell Limitations of the usual blood-pressure hypothesis and importance of variability, instability, and episodic hypertension Lancet 375 2010 938 948
23. CDC/National Center for Health Statistics. Deaths and Mortality. Centers for Disease Control and Prevention. 2015. Available at: http://www.cdc.gov/nchs/fastats/deaths.htm. Accessed August 3, 2015.
24. J.T. James A new, evidence-based estimate of patient harms associated with hospital care J Patient Safety 9 2013 122 128
25. T.F. Bishop, A.M. Ryan, and L.P. Casalino Paid malpractice claims for adverse events in inpatient and outpatient settings JAMA 305 2011 2427 2431
26. H. Singh, A.N. Meyer, and E.J. Thomas The frequency of diagnostic errors in outpatient care: estimations from three large observational studies involving US adult populations BMJ Qual Saf 23 2014 727 731
27. E.A. McGlynn, S.M. Asch, J. Adams, and et al. The quality of health care delivered to adults in the United States N Engl J Med 348 2003 2635 2645
28. Y. Donchin, D. Gopher, M. Olin, and et al. A look into the nature and causes of human errors in the intensive care unit Crit Care Med 23 1995 294 300
29. P.E. Schmidt, P. Meredith, D.R. Prytherch, and et al. Impact of introducing an electronic physiological surveillance system on hospital mortality BMJ Qual Saf 24 2015 10 20
30. B. Winters, J. Custer, S.M. Galvagno Jr., and et al. Diagnostic errors in the intensive care unit: a systematic review of autopsy studies BMJ Qual Saf 21 2012 894 902
31. R.L. Summers, M. Pipke, S. Wegerich, and et al. Functionality of empirical model-based predictive analytics for the early detection of hemodynamic instability Biomed Sci Instrum 50 2014 219 224
32. G. Del Fiol, T.E. Workman, and P.N. Gorman Clinical questions raised by clinicians at the point of care: a systematic review JAMA Intern Med 174 2014 710 718
33. M.L. Wess, D.P. Schauer, J.A. Johnston, and et al. Application of a decision support tool for anticoagulation in patients with non-valvular atrial fibrillation J Gen Intern Med 23 2008 411 417
34. A.X. Garg, N.K. Adhikari, H. McDonald, and et al. Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review JAMA 293 2005 1223 1238
35. Neuroskeptic. Science: Growing Too Fast? Neuroskeptic blog. Discover Magazine. September 30, 2012. Available at: http://blogs.discovermagazine.com/neuroskeptic/2012/09/30/science-growing-too-fast/#.Vcu20p2rTEo. Accessed August 3, 2015.
36. E.A. Balas, and S.A. Boren Managing clinical knowledge for health care improvement J. Bemmel, A.T. McCray, Yearbook of Medical Informatics 2000: Patient-Centered Systems 2000 Schattauer Verlagsgesellschaft mbH Stuttgart, Germany 65 70
37. R.C. Becker, M. Burns, J.M. Gore, and et al. Early and pre-discharge aspirin administration among patients with acute myocardial infarction: current clinical practice and trends in the United States J Thromb Thrombolysis 9 2000 207 215
38. Friedman LF. IBM's Watson Supercomputer May Soon Be The Best Doctor In The World. Business Insider. April 22, 2014. Available at: http://www.businessinsider.com/ibms-watson-may-soon-be-the-best-doctor-in-the-world-2014-4. Accessed August 3, 2015.
39. Merritt Hawkins. 2014 Survey of America's Physicians: Practice Patterns and Perspectives. The Physicians Foundation. 2014. Available at: http://www.physiciansfoundation.org/uploads/default/2014-Physicians-Foundation-Biennial-Physician-Survey-Report.pdf. Accessed August 3, 2015.
40. K. Kelly The three breakthroughs that have finally unleashed AI on the world Wired 2014 22-11
41. N. Silver The Signal and the Noise: Why So Many Predictions Fail-But Some Don't 2012 Penguin Press New York, NY