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 …

Optimal trees for prediction and prescription

JW Dunn - 2018 - dspace.mit.edu
For the past 30 years, decision tree methods have been one of the most widely-used
approaches in machine learning across industry and academia, due in large part to their …

Use of CT for head trauma: 2007–2015

B Burstein, JEM Upton, HF Terra, MI Neuman - Pediatrics, 2018 - publications.aap.org
METHODS: This was a cross-sectional analysis of the National Hospital Ambulatory Care
Medical Survey database of nationally representative ED visits from 2007 to 2015. We …

[HTML][HTML] Deep learning-assisted diagnosis of pediatric skull fractures on plain radiographs

JW Choi, YJ Cho, JY Ha, YY Lee, SY Koh… - Korean Journal of …, 2022 - ncbi.nlm.nih.gov
Objective To develop and evaluate a deep learning-based artificial intelligence (AI) model
for detecting skull fractures on plain radiographs in children. Materials and Methods This …

Post-traumatic headache in children and adolescents

E Doll, P Gong, M Sowell, L Evanczyk - Current pain and headache …, 2021 - Springer
Abstract Purpose of Review Post-traumatic headache is a common disorder in the pediatric
age group, seen both by child neurologists and by non-neurologists. The current review of …

External validation of the PECARN head trauma prediction rules in Japan

K Ide, S Uematsu, K Tetsuhara… - Academic …, 2017 - Wiley Online Library
Abstract Objectives The Pediatric Emergency Care Applied Research Network (PECARN)
head trauma prediction rules are used to assist computed tomography (CT) decision …

Comparison of machine learning optimal classification trees with the pediatric emergency care applied research network head trauma decision rules

D Bertsimas, J Dunn, DW Steele, TA Trikalinos… - JAMA …, 2019 - jamanetwork.com
Importance Computed tomographic (CT) scanning is the standard for the rapid diagnosis of
intracranial injury, but it is costly and exposes patients to ionizing radiation. The Pediatric …

Cervical spine injury risk factors in children with blunt trauma

JC Leonard, LR Browne, FA Ahmad, H Schwartz… - …, 2019 - publications.aap.org
BACKGROUND: Adult prediction rules for cervical spine injury (CSI) exist; however,
pediatric rules do not. Our objectives were to determine test accuracies of retrospectively …

PECARN prediction rules for CT imaging of children presenting to the emergency department with blunt abdominal or minor head trauma: a multicentre prospective …

JF Holmes, K Yen, IT Ugalde, P Ishimine… - The Lancet Child & …, 2024 - thelancet.com
Background The intra-abdominal injury and traumatic brain injury prediction rules derived by
the Pediatric Emergency Care Applied Research Network (PECARN) were designed to …

Accuracy of clinician practice compared with three head injury decision rules in children: a prospective cohort study

FE Babl, E Oakley, SR Dalziel, ML Borland… - Annals of emergency …, 2018 - Elsevier
Study objective Three clinical decision rules for head injuries in children (Pediatric
Emergency Care Applied Research Network [PECARN], Canadian Assessment of …