Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions
AH Morris, B Stagg, M Lanspa, J Orme… - Journal of the …, 2021 - academic.oup.com
Clinical decision-making is based on knowledge, expertise, and authority, with clinicians
approving almost every intervention—the starting point for delivery of “All the right care, but …
approving almost every intervention—the starting point for delivery of “All the right care, but …
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy
How to deliver best care in various clinical settings remains a vexing problem. All pertinent
healthcare-related questions have not, cannot, and will not be addressable with costly time …
healthcare-related questions have not, cannot, and will not be addressable with costly time …
Do electronic health record systems “dumb down” clinicians?
GB Melton, JJ Cimino, CU Lehmann… - Journal of the …, 2023 - academic.oup.com
A panel sponsored by the American College of Medical Informatics (ACMI) at the 2021 AMIA
Symposium addressed the provocative question:“Are Electronic Health Records dumbing …
Symposium addressed the provocative question:“Are Electronic Health Records dumbing …
Data and analytics challenges for a learning healthcare system
The Institute of Medicine (IOM) describes US healthcare as inefficient, often ineffective and,
for far too many patients, unsafe [Institute of Medicine 2001]. It calls for a “learning health …
for far too many patients, unsafe [Institute of Medicine 2001]. It calls for a “learning health …
[HTML][HTML] What should oversight of clinical decision support systems look like?
EL Evans, D Whicher - AMA Journal of Ethics, 2018 - journalofethics.ama-assn.org
A learning health system provides opportunities to leverage data generated in the course of
standard clinical care to improve clinical practice. One such opportunity includes a clinical …
standard clinical care to improve clinical practice. One such opportunity includes a clinical …
Cross-vendor evaluation of key user-defined clinical decision support capabilities: a scenario-based assessment of certified electronic health records with guidelines …
Objective Clinical decision support (CDS) is essential for delivery of high-quality, cost-
effective, and safe healthcare. The authors sought to evaluate the CDS capabilities across …
effective, and safe healthcare. The authors sought to evaluate the CDS capabilities across …
Improving care for acute and chronic problems with smart forms and quality dashboards
Background and Purpose Electronic health record (EHR) use and clinical decision support
effectiveness have been limited in ambulatory care because clinicians do not perceive value …
effectiveness have been limited in ambulatory care because clinicians do not perceive value …
Designing an individualized EHR learning plan for providers
LA Stevens, YT DiAngi, JD Schremp… - Applied Clinical …, 2017 - thieme-connect.com
Electronic Health Records (EHRs) have been quickly implemented for meaningful use
incentives; however these implementations have been associated with provider …
incentives; however these implementations have been associated with provider …
The Case for Conceptual and Computable Cross-Fertilization Between Audit and Feedback and Clinical Decision Support.
Many patients do not receive care consistent with best practice. Health informatics
interventions often attempt to address this problem by comparing care provided to patients …
interventions often attempt to address this problem by comparing care provided to patients …
A learning health systems approach to integrating electronic patient‐reported outcomes across the health care organization
Introduction Foundational to a learning health system (LHS) is the presence of a data
infrastructure that can support continuous learning and improve patient outcomes. To …
infrastructure that can support continuous learning and improve patient outcomes. To …