Most cited papers in Electronic Health Records Systems
What are the most cited papers in Electronic Health Records Systems?
The most cited paper in Electronic Health Records Systems is "Machine Learning in Medicine" (Alvin Rajkomar, Jay B. Dean, Isaac S. Kohane, 2019), with 4,470 citations. Next come "Systematic Review: Impact of Health Information Technology on Quality, Efficiency, and Costs of Medical Care" (3,188) and "Revolutionizing healthcare: the role of artificial intelligence in clinical practice" (3,123).
Showing 50 of 99 papers. Every paper with more than 725 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Machine Learning in Medicine Alvin Rajkomar, Jay B. Dean, Isaac S. Kohane · New England Journal of Medicine | 3 Apr 2019 | 4,470 |
| 2 | Systematic Review: Impact of Health Information Technology on Quality, Efficiency, and Costs of Medical Care Basit Iqbal Chaudhry, Jerome Wang, Shinyi Wu et al. · Annals of Internal Medicine | 16 May 2006 | 3,188 |
| 3 | Revolutionizing healthcare: the role of artificial intelligence in clinical practice Shuroug A. Alowais, Sahar S. Alghamdi, Nada Alsuhebany et al. · BMC Medical Education | 22 Sep 2023 | 3,123 |
| 4 | An overview of clinical decision support systems: benefits, risks, and strategies for success Reed Taylor Sutton, David Pincock, Daniel C. Baumgart et al. · npj Digital Medicine | 6 Feb 2020 | 3,082 |
| 5 | Beyond Adoption: A New Framework for Theorizing and Evaluating Nonadoption, Abandonment, and Challenges to the Scale-Up, Spread, and Sustainability of Health and Care Technologies Trisha Greenhalgh, Joseph P. Wherton, Chrysanthi Papoutsi et al. · Journal of Medical Internet Research | Nov 2017 | 3,034 |
| 6 | Effects of Computerized Clinical Decision Support Systems on Practitioner Performance and Patient Outcomes Amit X. Garg, Neill K. J. Adhikari, Heather McDonald et al. · JAMA | 8 Mar 2005 | 2,988 |
| 7 | Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success Kensaku Kawamoto, Caitlin A Houlihan, E. Andrew Balas et al. · BMJ | 14 Mar 2005 | 2,774 |
| 8 | Scalable and accurate deep learning with electronic health records Alvin Rajkomar et al. · npj Digital Medicine | 4 May 2018 | 2,621 |
| 9 | Mobile App Rating Scale: A New Tool for Assessing the Quality of Health Mobile Apps Stoyan R. Stoyanov, Leanne M. Hides, David John Kavanagh et al. · JMIR mhealth and uhealth | 11 Mar 2015 | 2,525 |
| 10 | Role of Computerized Physician Order Entry Systems in Facilitating Medication Errors Ross Koppel · JAMA | 8 Mar 2005 | 2,145 |
| 11 | Effect of Computerized Physician Order Entry and a Team Intervention on Prevention of Serious Medication Errors David Westfall Bates · JAMA | 21 Oct 1998 | 2,111 |
| 12 | Medication Errors and Adverse Drug Events in Pediatric Inpatients Rainu Kaushal · JAMA | 25 Apr 2001 | 1,950 |
| 13 | The future vision of simulation in health care David M. Gaba · BMJ Quality & Safety | Oct 2004 | 1,937 |
| 14 | Evaluating barriers to adopting telemedicine worldwide: A systematic review Clemens Scott Kruse, Priyanka Karem, Kelli Shifflett et al. · Journal of Telemedicine and Telecare | 16 Oct 2016 | 1,838 |
| 15 | Some Unintended Consequences of Information Technology in Health Care: The Nature of Patient Care Information System-related Errors Joan S. Ash · Journal of the American Medical Informatics Association | 21 Nov 2003 | 1,815 |
| 16 | Mining electronic health records: towards better research applications and clinical care Peter Bjødstrup Jensen, Lars Juhl Jensen, Søren Brunak · Nature Reviews Genetics | 2 May 2012 | 1,720 |
| 17 | Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis Benjamin Shickel, Patrick James Tighe, Azra Bihorac et al. · IEEE Journal of Biomedical and Health Informatics | 27 Oct 2017 | 1,709 |
| 18 | Can Electronic Medical Record Systems Transform Health Care? Potential Health Benefits, Savings, And Costs Richard J. Hillestad, James H. Bigelow, Anthony G. Bower et al. · Health Affairs | Sep 2005 | 1,698 |
| 19 | Effects of computer-based clinical decision support systems on physician performance and patient outcomes: a systematic review. Dereck L. Hunt, Robert Brian Haynes, Steven Hanna et al. · PubMed | 21 Oct 1998 | 1,696 |
| 20 | Pharmacist Participation on Physician Rounds and Adverse Drug Events in the Intensive Care Unit Lucian L. Leape · JAMA | 21 Jul 1999 | 1,610 |
| 21 | Improving Safety with Information Technology David Westfall Bates, Atul A. Gawande · New England Journal of Medicine | 18 Jun 2003 | 1,555 |
| 22 | The Impact of eHealth on the Quality and Safety of Health Care: A Systematic Overview Ashly Black, Josip Car, Claudia Pagliari et al. · PLoS Medicine | 18 Jan 2011 | 1,496 |
| 23 | Personal Health Records: Definitions, Benefits, and Strategies for Overcoming Barriers to Adoption Paul C. Tang, Joan S. Ash, David Westfall Bates et al. · Journal of the American Medical Informatics Association | 15 Dec 2005 | 1,490 |
| 24 | Use of Electronic Health Records in U.S. Hospitals Ashish K. Jha, Catherine M. DesRoches, Eric G. Campbell et al. · New England Journal of Medicine | 25 Mar 2009 | 1,480 |
| 25 | Health App Use Among US Mobile Phone Owners: A National Survey Paul M. Krebs, Dustin T. Duncan · JMIR mhealth and uhealth | 4 Nov 2015 | 1,441 |
| 26 | Ten Commandments for Effective Clinical Decision Support: Making the Practice of Evidence-based Medicine a Reality David Westfall Bates, Gilad J. Kuperman, Samuel J. Wang et al. · Journal of the American Medical Informatics Association | 4 Aug 2003 | 1,385 |
| 27 | Effects of computerized physician order entry and clinical decision support systems on medication safety: a systematic review. Rainu Kaushal, Kaveh G Shojania, David Westfall Bates · PubMed | 23 Jun 2003 | 1,345 |
| 28 | The Benefits Of Health Information Technology: A Review Of The Recent Literature Shows Predominantly Positive Results Melinda Beeuwkes Buntin, Matthew F. Burke, Michael C. Hoaglin et al. · Health Affairs | Mar 2011 | 1,334 |
| 29 | Definition, structure, content, use and impacts of electronic health records: A review of the research literature Kristiina Häyrinen, Kaija Saranto, Päivi Nykänen · International Journal of Medical Informatics | 10 Jan 2008 | 1,328 |
| 30 | The Impact of Computerized Physician Order Entry on Medication Error Prevention David W Bates, Jonathan M. Teich, Joshua D. Lee et al. · Journal of the American Medical Informatics Association | Jul 1999 | 1,272 |
| 31 | Effect of Clinical Decision-Support Systems Tiffani J Bright, Anthony F Wong, Dhurjati Ravi et al. · Annals of Internal Medicine | 3 Jul 2012 | 1,265 |
| 32 | The Effectiveness of Mobile-Health Technologies to Improve Health Care Service Delivery Processes: A Systematic Review and Meta-Analysis Caroline Free, Gemma Phillips, Louise Watson et al. · PLoS Medicine | 15 Jan 2013 | 1,259 |
| 33 | Big Data In Health Care: Using Analytics To Identify And Manage High-Risk And High-Cost Patients David Westfall Bates, Suchi Saria, Lucila Ohno‐Machado et al. · Health Affairs | Jul 2014 | 1,253 |
| 34 | Methods and dimensions of electronic health record data quality assessment: enabling reuse for clinical research Nicole G. Weiskopf, Chunhua Weng · Journal of the American Medical Informatics Association | 27 Jun 2012 | 1,249 |
| 35 | The Unified Medical Language System Betsy L. Humphreys, Alexa T. McCray, D. A. B. Lindberg · Methods of Information in Medicine | 1993 | 1,189 |
| 36 | Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers George M. Hripcsak, Jon D Duke, Nigam Haresh Shah et al. · Studies in health technology and informatics | 2015 | 1,174 |
| 37 | Factors that influence the implementation of e-health: a systematic review of systematic reviews (an update) Jamie Ross, Fiona A. Stevenson, Rosa Lau et al. · Implementation Science | 25 Oct 2016 | 1,168 |
| 38 | Unexpected Increased Mortality After Implementation of a Commercially Sold Computerized Physician Order Entry System Yong Yun Han, Joseph A. Carcillo, Shekhar T. Venkataraman et al. · PEDIATRICS | Dec 2005 | 1,153 |
| 39 | Use of the Internet and E-mail for Health Care Information Laurence C. Baker, Todd H. Wagner, Sara J. Singer et al. · JAMA | 13 May 2003 | 1,152 |
| 40 | Overriding of Drug Safety Alerts in Computerized Physician Order Entry H. van der Sijs, J. Aarts, Arnold G. Vulto et al. · Journal of the American Medical Informatics Association | 15 Dec 2005 | 1,135 |
| 41 | Experience-based design: from redesigning the system around the patient to co-designing services with the patient Paul Bate, Glenn Robert · BMJ Quality & Safety | Oct 2006 | 1,132 |
| 42 | Electronic Health Records in Ambulatory Care — A National Survey of Physicians Catherine M. DesRoches, Eric G. Campbell, Sowmya R. Rao et al. · New England Journal of Medicine | 19 Jun 2008 | 1,126 |
| 43 | Relationship Between Clerical Burden and Characteristics of the Electronic Environment With Physician Burnout and Professional Satisfaction Tait D. Shanafelt, Liselotte N. Dyrbye, Christine A. Sinsky et al. · Mayo Clinic Proceedings | 28 Jun 2016 | 1,097 |
| 44 | Unintended Consequences of Machine Learning in Medicine Federico Cabitza, Raffaele Rasoini, Gian Franco Gensini · JAMA | 20 Jul 2017 | 1,076 |
| 45 | Population-based linkage of health records in Western Australia: development of a health services research linked database C. D’Arcy J. Holman, A. Bass, Ian L. Rouse et al. · Australian and New Zealand Journal of Public Health | Oct 1999 | 1,056 |
| 46 | Patients’ use of the internet for medical information Joseph A. Diaz, Rebecca A. Griffith, James J. Ng et al. · Journal of General Internal Medicine | Mar 2002 | 1,047 |
| 47 | Relationship between medication errors and adverse drug events David Westfall Bates, Deborah L Boyle, Martha B. Vander Vliet et al. · Journal of General Internal Medicine | Apr 1995 | 991 |
| 48 | Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review Benjamin Alan Goldstein, Ann Marie Návar, Michael J. Pencina et al. · Journal of the American Medical Informatics Association | 17 May 2016 | 989 |
| 49 | Tethered to the EHR: Primary Care Physician Workload Assessment Using EHR Event Log Data and Time-Motion Observations Brian G. Arndt, John Wagner Beasley, Michelle D. Watkinson et al. · The Annals of Family Medicine | Sep 2017 | 984 |
| 50 | Using recurrent neural network models for early detection of heart failure onset Edward Choi, Andy Schuetz, Walter F. Stewart et al. · Journal of the American Medical Informatics Association | 13 Aug 2016 | 973 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.