[HTML][HTML] On Scene Injury Severity Prediction (OSISP) machine learning algorithms for motor vehicle crash occupants in US

S Candefjord, AS Muhammad, P Bangalore… - Journal of Transport & …, 2021 - Elsevier
A significant proportion of motor vehicle crash fatalities are potentially preventable with
improved acute care. By increasing the accuracy of triage more victims could be transported …

On Scene Injury Severity Prediction (OSISP) model for trauma developed using the Swedish Trauma Registry

A Bakidou, EC Caragounis… - BMC medical informatics …, 2023 - Springer
Background Providing optimal care for trauma, the leading cause of death for young adults,
remains a challenge eg, due to field triage limitations in assessing a patient's condition and …

Prehospital transportation decisions for patients sustaining major trauma in road traffic crashes in Sweden

S Candefjord, R Buendia, EC Caragounis… - Traffic injury …, 2016 - Taylor & Francis
Objective: The objective of this study was to evaluate the proportion and characteristics of
patients sustaining major trauma in road traffic crashes (RTCs) who could benefit from direct …

Motor vehicle crash characteristics that are predictive of high acuity patients: an analysis of linked ambulance and crash data

E Ceklic, H Tohira, S Ball, E Brown, D Brink… - Prehospital …, 2021 - Taylor & Francis
Abstract Background Motor vehicle crashes (MVCs) comprise a significant component of
emergency medical service workload. Due to the potential for life-threatening injuries …

A pedestrian serious injury risk prediction method based on posted speed limit

T Nishimoto, K Kubota, G Ponte - Accident Analysis & Prevention, 2019 - Elsevier
The purpose of this study was to develop a serious injury risk prediction algorithm for
pedestrians, using data from the South Australian Traffic Accident Reporting System. Two …

Predicting pediatric patients who require care at a trauma center: analysis of injuries and other factors

AN Doud, SL Schoell, JW Talton, RT Barnard… - Journal of the American …, 2018 - Elsevier
Background Triage decision correctness for children in motor vehicle crashes can be
affected by occult injuries. There is a need to develop a transfer score (TS) metric for …

Development of a concise injury severity prediction model for pediatric patients involved in a motor vehicle collision

TR Hartka, T McMurry, A Weaver… - Traffic injury prevention, 2021 - Taylor & Francis
Objective Transporting severely injured pediatric patients to a trauma center has been
shown to decrease mortality. A decision support tool to assist emergency medical services …

[PDF][PDF] Influencia del uso de cinturón de seguridad en la gravedad de lesiones del conductor y análisis de tendencia del uso. Casos de estudio: vehículos comerciales …

G PILLAJO-QUIJIA, E GOMES-BASTOS… - … de Ingeniería Mecánica, 2024 - uned.es
La accidentalidad de vehículos comerciales ligeros VLC se ha incrementado en los últimos
años, a priori en mayor medida por el uso profesional en el ámbito logístico, a mayor …

Prediction of motorcyclist serious injury in powered two-wheeler to other vehicle urban crash

S Piantini, M Mangini, N Baldanzini, M Pierini… - … Research Council on …, 2017 - flore.unifi.it
The aim of this study is to estimate the risk of serious injury for a motorcyclist involved in
PTW-to-OV crashes occurred on urban roads. The automotive industry has already …

[PDF][PDF] Statistikinsamling och automatiskt olyckslarm för trafik med fyrhjulingar via en smartmobilplattform

L Sandsjö, S Candefjord, BA Sjöqvist - 2016 - diva-portal.org
Vår kunskap kring fyrhjulingsanvändning är inte lika välutvecklad som för andra
trafikantkategorier. Dels är fordonstypen relativt ny och har fler användningsområden än ren …