Cargando…

Decision effect of a deep-learning model to assist a head computed tomography order for pediatric traumatic brain injury

The study aims to measure the effectiveness of an AI-based traumatic intracranial hemorrhage prediction model in the decisions of emergency physicians regarding ordering head computed tomography (CT) scans. We developed a deep-learning model for predicting traumatic intracranial hemorrhages (DEEPTIC...

Descripción completa

Detalles Bibliográficos
Autores principales:	Heo, Sejin, Ha, Juhyung, Jung, Weon, Yoo, Suyoung, Song, Yeejun, Kim, Taerim, Cha, Won Chul
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304372/ https://www.ncbi.nlm.nih.gov/pubmed/35864281 http://dx.doi.org/10.1038/s41598-022-16313-0

Ejemplares similares

EARLY PREDICTION OF UNEXPECTED LATENT SHOCK IN THE EMERGENCY DEPARTMENT USING VITAL SIGNS
por: Chang, Hansol, et al.
Publicado: (2023)

Feasibility of patch-type wireless 12-lead electrocardiogram in laypersons
por: Yoon, Sunyoung, et al.
Publicado: (2023)

Machine learning pre-hospital real-time cardiac arrest outcome prediction (PReCAP) using time-adaptive cohort model based on the Pan-Asian Resuscitation Outcome Study
por: Chang, Hansol, et al.
Publicado: (2023)

National Surveillance of Pediatric Out-of-Hospital Cardiac Arrest in Korea: The 10-Year Trend From 2009 to 2018
por: Kim, Minha, et al.
Publicado: (2022)

Effectiveness of a Real-Time Ventilation Feedback Device for Guiding Adequate Minute Ventilation: A Manikin Simulation Study
por: Heo, Sejin, et al.
Publicado: (2020)

Prediction tool for renal adaptation after living kidney donation using interpretable machine learning
por: Jeon, Junseok, et al.
Publicado: (2023)

Birth order and pediatric traumatic brain injury
por: Omer, Mazin, et al.
Publicado: (2022)

Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department
por: Jung, Weon, et al.
Publicado: (2023)

Intervention in the Timeliness of Two Electrocardiography Types for Patients in the Emergency Department With Chest Pain: Randomized Controlled Trial
por: Yoo, Suyoung, et al.
Publicado: (2022)

Ordering of computed tomography scans for head and cervical spine: a qualitative study exploring influences on doctors’ decision-making
por: Hattingh, H. Laetitia, et al.
Publicado: (2022)

Temporal Change in Alert Override Rate with a Minimally Interruptive Clinical Decision Support on a Next-Generation Electronic Medical Record
por: Cha, Won Chul, et al.
Publicado: (2020)

Developing a Time-Adaptive Prediction Model for Out-of-Hospital Cardiac Arrest: Nationwide Cohort Study in Korea
por: Kim, Ji Woong, et al.
Publicado: (2021)

Prospective cost implications with a clinical decision support system for pediatric emergency head computed tomography
por: Hayatghaibi, Shireen E., et al.
Publicado: (2021)

Candidemia Risk Prediction (CanDETEC) Model for Patients With Malignancy: Model Development and Validation in a Single-Center Retrospective Study
por: Yoo, Junsang, et al.
Publicado: (2021)

Correction: Candidemia Risk Prediction (CanDETEC) Model for Patients With Malignancy: Model Development and Validation in a Single-Center Retrospective Study
por: Yoo, Junsang, et al.
Publicado: (2022)

Is Routine Repeated Head CT Necessary for All Pediatric Traumatic Brain Injury?
por: Kim, Won-Hyung, et al.
Publicado: (2015)

A Machine Learning–Based Algorithm for the Prediction of Intensive Care Unit Delirium (PRIDE): Retrospective Study
por: Hur, Sujeong, et al.
Publicado: (2021)

Evaluation of Sequential Head Computed Tomography in Traumatic Brain Injuries
por: Shetty, Sachin P, et al.
Publicado: (2022)

Clinical support system for triage based on federated learning for the Korea triage and acuity scale
por: Chang, Hansol, et al.
Publicado: (2023)

A Pilot Study Evaluating LV Diastolic Function with M-Mode Measurement of Mitral Valve Movement in the Parasternal Long Axis View
por: Park, Chan-Ho, et al.
Publicado: (2023)

Adherence to Head Computed Tomography Guidelines for Mild Traumatic Brain Injury
por: Jones, Landon A., et al.
Publicado: (2014)

Clinical Analysis of Results of Shunt Operation for Hydrocephalus Following Traumatic Brain Injury
por: Kim, Ho Soo, et al.
Publicado: (2015)

Patient Anxiety and Communication Experience in the Emergency Department: A Mobile, Web-Based, Mixed-Methods Study on Patient Isolation During the COVID-19 Pandemic
por: Kim, Sumin, et al.
Publicado: (2023)

An Augmented Reality–Based Guide for Mechanical Ventilator Setup: Prospective Randomized Pilot Trial
por: Heo, Sejin, et al.
Publicado: (2022)

Case Report: Imaging Features of Gallbladder Sessile Polyp Confirmed by Contrast-Enhanced Ultrasonography and Dynamic Computed Tomography in a Dog With Asymptomatic Chronic Cholecystitis
por: Lee, Jeongmin, et al.
Publicado: (2022)

Development and Asian-wide validation of the Grade for Interpretable Field Triage (GIFT) for predicting mortality in pre-hospital patients using the Pan-Asian Trauma Outcomes Study (PATOS)
por: Yu, Jae Yong, et al.
Publicado: (2023)

Perfusion computed tomography to assist decision making for stroke thrombolysis
por: Bivard, Andrew, et al.
Publicado: (2015)

Indications for computed tomography use and frequency of traumatic abnormalities based on real-world data of 2405 pediatric patients with minor head trauma
por: Michiwaki, Yuhei, et al.
Publicado: (2021)

Determinants of Computed Tomography Head Scan Ordering for Patients with Low-Risk Headache in the Emergency Department
por: Mackenzie, Meaghan J, et al.
Publicado: (2017)

Physicians' Risk Tolerance and Head Computed Tomography Use for Pediatric Patients With Minor Head Injury
por: Cheng, Chi-Yung, et al.
Publicado: (2021)

Machine learning-based suggestion for critical interventions in the management of potentially severe conditioned patients in emergency department triage
por: Chang, Hansol, et al.
Publicado: (2022)

Use of Gallbladder Width Measurement by Computed Tomography in the Diagnosis of Acute Cholecystitis
por: Park, Yong Suk, et al.
Publicado: (2022)

Femoral head wedge resection for the treatment of avascular necrosis of the femoral head after pediatric femoral neck fracture: a case report
por: Kim, Ha Yong, et al.
Publicado: (2018)

External validation and comparison of the Pediatric Emergency Care Applied Research Network and Canadian Assessment of Tomography for Childhood Head Injury 2 clinical decision rules in children with minor blunt head trauma
por: Kwon, Bo Sung, et al.
Publicado: (2021)

Cervical Spine Computed Tomography Imaging Artifact Affecting Clinical Decision-Making in the Traumatized Patient
por: Coats, Aaron C, et al.
Publicado: (2014)

Urban–rural differences in pediatric traumatic head injuries: A prospective nationwide study
por: Halldorsson, Jonas G, et al.
Publicado: (2007)

Computed tomography pattern of traumatic head injury in Niger Delta, Nigeria: A multicenter evaluation
por: Onwuchekwa, Chinwe Regina, et al.
Publicado: (2017)

Effective Use of Mobile Electronic Medical Records by Medical Interns in Real Clinical Settings: Mixed Methods Study
por: Kim, SuJin, et al.
Publicado: (2020)

Pediatric Severe Traumatic Brain Injury : Updated Management
por: Ha, Eun Jin
Publicado: (2022)

Epidemiology of Traumatic Head Injury in Korean Children
por: Kim, Hahn Bom, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_gem0gm3ittoc14h4nvpm90i9oi