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A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions JOURNAL ARTICLE published 1 July 2014 in Journal of the American Medical Informatics Association |
Do Clinicians Use Online Evidence to Support Patient Care? A Study of 55,000 Clinicians JOURNAL ARTICLE published 21 November 2003 in Journal of the American Medical Informatics Association |
Use and Perceived Benefits of Handheld Computer-based Clinical References JOURNAL ARTICLE published 1 November 2006 in Journal of the American Medical Informatics Association |
Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review JOURNAL ARTICLE published 20 June 2023 in Journal of the American Medical Informatics Association Research funded by National Health and Medical Research Council Early Career Fellowship (APP1143941) | NHMRC Elizabeth Blackburn Leadership Investigator Grant (APP1174021) |
Approaching semantic interoperability in Health Level Seven: Figure 1 JOURNAL ARTICLE published January 2011 in Journal of the American Medical Informatics Association |
An integrative review of information systems and terminologies used in local health departments JOURNAL ARTICLE published February 2014 in Journal of the American Medical Informatics Association |
Internet-based randomized controlled trials: a systematic review JOURNAL ARTICLE published 1 May 2013 in Journal of the American Medical Informatics Association |
Healthy Living with Persuasive Technologies: Framework, Issues, and Challenges JOURNAL ARTICLE published 1 March 2009 in Journal of the American Medical Informatics Association |
Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data JOURNAL ARTICLE published 1 August 2018 in Journal of the American Medical Informatics Association Research funded by National Science Foundation (1251151) |
A semantic-web oriented representation of the clinical element model for secondary use of electronic health records data JOURNAL ARTICLE published May 2013 in Journal of the American Medical Informatics Association |
Computerizing Guidelines to Improve Care and Patient Outcomes: The Example of Heart Failure JOURNAL ARTICLE published 1 September 1995 in Journal of the American Medical Informatics Association |
Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models JOURNAL ARTICLE published 20 May 2024 in Journal of the American Medical Informatics Association Research funded by National Institute on Drug Abuse (R01DA051464) | National Institute of General Medical Sciences (R01HL157262) | National Library of Medicine (K23HL157832,R01LM010090,R01LM012793) |
Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes JOURNAL ARTICLE published 20 May 2024 in Journal of the American Medical Informatics Association Research funded by National Institute of Mental Health (R01MH124935) | CDC Cooperative (5UR3/DD000680) |
The use of artificial intelligence to optimize medication alerts generated by clinical decision support systems: a scoping review JOURNAL ARTICLE published 20 May 2024 in Journal of the American Medical Informatics Association |
Development and external validation of deep learning clinical prediction models using variable-length time series data JOURNAL ARTICLE published 20 May 2024 in Journal of the American Medical Informatics Association Research funded by National Institute of General Medical Sciences (R35-13362546) | National Heart, Lung, and Blood Institute (R01HL157262) | National Institute of Diabetes, Digestive and Kidney Diseases (R01-DK126933A) |
A survey of pregnant patients’ perspectives on the implementation of artificial intelligence in clinical care JOURNAL ARTICLE published 13 December 2022 in Journal of the American Medical Informatics Association Research funded by NHLBI (K08 HL146963,K08 HL146963-02S1) |
Presentation of the Morris F. Collen Award to Homer R. Warner, MD, PhD: "Why Not? Let's Do It!" JOURNAL ARTICLE published 1 March 1995 in Journal of the American Medical Informatics Association |
Nursing Informatics 1997 Postconference on Patient Guidelines and Clinical Practice Guidelines: The State of Our Knowledge and a Vision JOURNAL ARTICLE published 1 May 1998 in Journal of the American Medical Informatics Association |
Evaluation of an electronic health record-supported obesity management protocol implemented in a community health center: a cautionary note JOURNAL ARTICLE published 1 July 2015 in Journal of the American Medical Informatics Association |
A Template-based Approach to Support Utilization of Clinical Practice Guidelines Within an Electronic Health Record JOURNAL ARTICLE published 1 May 1998 in Journal of the American Medical Informatics Association |