[HTML][HTML] Interventions to reduce low-value imaging–a systematic review of interventions and outcomes

E Kjelle, ER Andersen, LJJ Soril… - BMC Health Services …, 2021 - Springer
Background It is estimated that 20–50% of all radiological examinations are of low value.
Many attempts have been made to reduce the use of low-value imaging. However, the …

Children with minor blunt head trauma presenting to the emergency department

LE Nigrovic, N Kuppermann - Pediatrics, 2019 - publications.aap.org
In our state-of-the-art review, we summarize the best-available evidence for the optimal
emergency department management of children with minor blunt head trauma. Minor blunt …

[HTML][HTML] Particularities of data mining in medicine: lessons learned from patient medical time series data analysis

S Aljawarneh, A Anguera, JW Atwood, JA Lara… - EURASIP Journal on …, 2019 - Springer
Nowadays, large amounts of data are generated in the medical domain. Various
physiological signals generated from different organs can be recorded to extract interesting …

Improving head CT scan decisions for pediatric minor head trauma in general emergency departments: a pragmatic implementation study

AJ Knighton, D Wolfe, A Hunt, A Neeley… - Annals of emergency …, 2022 - Elsevier
Study objective To measure the effectiveness of a multimodal strategy, including
simultaneous implementation of a clinical decision support system, to sustain adherence to …

[HTML][HTML] The role of information systems in emergency department decision-making—a literature review

C Born, R Schwarz, TP Böttcher, A Hein… - Journal of the …, 2024 - academic.oup.com
Objectives Healthcare providers employ heuristic and analytical decision-making to
navigate the high-stakes environment of the emergency department (ED). Despite the …

Post-traumatic seizures following pediatric traumatic brain injury

AA Elsamadicy, AB Koo, WB David, V Lee… - Clinical neurology and …, 2021 - Elsevier
Objectives The aim of this study was to investigate the national impact of demographic,
hospital, and inpatient risk factors on post-traumatic seizure (PTS) development in pediatric …

Machine learning at the clinical bedside—the ghost in the machine

JJ Zorc, JM Chamberlain, L Bajaj - JAMA pediatrics, 2019 - jamanetwork.com
Network (PECARN). The PECARN rule was derived and validated using a prospectively
collected data set of more than 42 000 patients to classify which children with head injury …

Reducing computed tomography scan utilization for pediatric minor head injury in the emergency department: a quality improvement initiative

R Arora, EN White, D Niedbala… - Academic …, 2021 - Wiley Online Library
Abstract Background The validated Pediatric Emergency Care Applied Research Network
(PECARN) prediction rules are meant to aid clinicians in safely reducing unwarranted …

Decision support for computed tomography in the emergency department: a multicenter cluster-randomized controlled trial

JE Andruchow, D Grigat, AD McRae, G Innes… - Canadian Journal of …, 2021 - Springer
Objectives Clinical decision support may facilitate evidence-based imaging, but most studies
to date examining the impact of decision support have used non-randomized designs which …

What works for and what hinders deimplementation of low-value care in emergency medicine practice? A scoping review

V Gangathimmaiah, N Drever, R Evans, N Moodley… - BMJ open, 2023 - bmjopen.bmj.com
Objectives Low-value care can harm patients and healthcare systems. Despite a decade of
global endeavours, low value care has persisted. Identification of barriers and enablers is …