[HTML][HTML] The science of learning health systems: scoping review of empirical research

LA Ellis, M Sarkies, K Churruca… - JMIR medical …, 2022 - medinform.jmir.org
Background: The development and adoption of a learning health system (LHS) has been
proposed as a means to address key challenges facing current and future health care …

The three numbers you need to know about healthcare: the 60-30-10 challenge

J Braithwaite, P Glasziou, J Westbrook - BMC medicine, 2020 - Springer
Background Healthcare represents a paradox. While change is everywhere, performance
has flatlined: 60% of care on average is in line with evidence-or consensus-based …

A scoping review of clinical decision support tools that generate new knowledge to support decision making in real time

A Ostropolets, L Zhang… - Journal of the American …, 2020 - academic.oup.com
Objective A growing body of observational data enabled its secondary use to facilitate
clinical care for complex cases not covered by the existing evidence. We conducted a …

[HTML][HTML] Why racial justice matters in radiation oncology

CH Chapman, D Gabeau, CC Pinnix… - Advances in radiation …, 2020 - Elsevier
Recent events have reaffirmed that racism is a pervasive disease plaguing the United States
and infiltrating the fabric of this nation. As health care professionals dedicated to …

Identifying requisite learning health system competencies: a scoping review

PL McDonald, J Phillips, K Harwood, J Maring… - BMJ open, 2022 - bmjopen.bmj.com
Objectives Learning health systems (LHS) integrate knowledge and practice through cycles
of continuous quality improvement and learning to increase healthcare quality. LHS have …

The use and role of digital technology in learning health systems: A scoping review

A Coates, AQH Chung, L Lessard… - International Journal of …, 2023 - Elsevier
Objective The review aimed to identify which digital technologies are proposed or used
within learning health systems (LHS) and to analyze the extent to which they support …

[HTML][HTML] A systematic review and proposed framework for sustainable learning healthcare systems

O Golburean, ES Nordheim, A Faxvaag… - International Journal of …, 2024 - Elsevier
Background The healthcare sector is a complex domain that faces challenges in effectively
learning from practices and outcome data. The Learning Health System (LHS) has emerged …

Towards a responsible transition to learning healthcare systems in precision medicine: ethical points to consider

RHP Wouters, R van der Graaf, T Rigter… - Journal of personalized …, 2021 - mdpi.com
Learning healthcare systems have recently emerged as a strategy to continuously use
experiences and outcomes of clinical care for research purposes in precision medicine …

Using practice-based evidence to improve supportive care practices to reduce central line–associated bloodstream infections in a pediatric oncology unit

LA Linder, C Gerdy, R Abouzelof… - Journal of Pediatric …, 2017 - journals.sagepub.com
Children with cancer are a subset of patients with central lines with distinct risk factors for
infection including periods of prolonged neutropenia and compromised mucous membrane …

[HTML][HTML] Use of an artificial neural network to identify patient clusters in a large cohort of patients with melanoma by simultaneous analysis of costs and clinical …

G Damiani, B Alessandra, E Grossi… - Acta Dermato …, 2020 - ncbi.nlm.nih.gov
DISCUSSION Through a combined analysis of the clinical, sociodemographic and economic
variables associated with CMM, using an ANN, endotypes were identified that can be used …