Methodological standards for the development and evaluation of clinical prediction rules: a review of the literature

LE Cowley, DM Farewell, S Maguire… - Diagnostic and prognostic …, 2019 - Springer
Clinical prediction rules (CPRs) that predict the absolute risk of a clinical condition or future
outcome for individual patients are abundant in the medical literature; however, systematic …

Service delivery in the healthcare and educational systems for children following traumatic brain injury: Gaps in care

J Haarbauer-Krupa, A Ciccia, J Dodd… - The Journal of head …, 2017 - journals.lww.com
Objective: To provide a review of evidence and consensus-based description of healthcare
and educational service delivery and related recommendations for children with traumatic …

Increasing safe outpatient management of emergency department patients with pulmonary embolism: a controlled pragmatic trial

DR Vinson, DG Mark, UK Chettipally… - Annals of Internal …, 2018 - acpjournals.org
Background: Many low-risk patients with acute pulmonary embolism (PE) in the emergency
department (ED) are eligible for outpatient care but are hospitalized nonetheless. One …

Factors influencing clinician and patient interaction with machine learning-based risk prediction models: a systematic review

R Giddings, A Joseph, T Callender… - The Lancet Digital …, 2024 - thelancet.com
Machine learning (ML)-based risk prediction models hold the potential to support the health-
care setting in several ways; however, use of such models is scarce. We aimed to review …

Reducing head CT use for children with head injuries in a community emergency department

RM Jennings, JJ Burtner, JF Pellicer, DK Nair… - …, 2017 - publications.aap.org
METHODS: We evaluated a quality improvement (QI) project in a community ED aimed at
decreasing the use of head CT scans in children by implementing a validated head trauma …

Improving primary care provider practices in youth concussion management

KB Arbogast, AE Curry, KB Metzger… - Clinical …, 2017 - journals.sagepub.com
Primary care providers are increasingly providing youth concussion care but report
insufficient time and training, limiting adoption of best practices. We implemented a primary …

Clinical decision rules for diagnostic imaging in the emergency department: a research agenda

NM Finnerty, RM Rodriguez… - Academic …, 2015 - Wiley Online Library
Background Major gaps persist in the development, validation, and implementation of
clinical decision rules (CDRs) for diagnostic imaging. Objectives The objective of this …

Barriers and opportunities regarding implementation of a machine learning-based acute heart failure risk stratification tool in the emergency department

DR Sax, LR Sturmer, DG Mark, JS Rana, ME Reed - Diagnostics, 2022 - mdpi.com
Hospital admissions for patients with acute heart failure (AHF) remain high. There is an
opportunity to improve alignment between patient risk and admission decision. We recently …

Surveying emergency medicine.

MJ Mello, RC Merchant, MA Clark… - Academic Emergency …, 2013 - search.ebscohost.com
The authors discuss survey methodologies and presentation of data for emergency
medicine (EM) researchers using two survey-based studies as examples. The article …

Physicians' Perceptions of Clinical Decision Support to Treat Patients With Heart Failure in the ED

SD Casey, ME Reed, C LeMaster, DG Mark… - JAMA Network …, 2023 - jamanetwork.com
Importance Clinical decision support (CDS) could help emergency department (ED)
physicians treat patients with heart failure (HF) by estimating risk, collating relevant history …