[HTML][HTML] State of the art of machine learning–enabled clinical decision support in intensive care units: literature review
N Hong, C Liu, J Gao, L Han, F Chang… - JMIR medical …, 2022 - medinform.jmir.org
Background Modern clinical care in intensive care units is full of rich data, and machine
learning has great potential to support clinical decision-making. The development of …
learning has great potential to support clinical decision-making. The development of …
Effect of the modified Glasgow Coma Scale score criteria for mild traumatic brain injury on mortality prediction: comparing classic and modified Glasgow Coma Scale …
JH Mena, AI Sanchez, AM Rubiano… - Journal of Trauma …, 2011 - journals.lww.com
Background: The Glasgow Coma Scale (GCS) classifies traumatic brain injuries (TBIs) as
mild (14–15), moderate (9–13), or severe (3–8). The Advanced Trauma Life Support …
mild (14–15), moderate (9–13), or severe (3–8). The Advanced Trauma Life Support …
Estimated incidence and case fatality rate of traumatic brain injury among children (0–18 years) in Sub-Saharan Africa. A systematic review and meta-analysis
M Ackah, M Gazali Salifu, C Osei Yeboah - PLoS one, 2021 - journals.plos.org
Introduction Studies from Sub-Saharan Africa (SSA) countries have reported on the
incidence and case fatality rate of children with Traumatic Brain Injury (TBI). However, there …
incidence and case fatality rate of children with Traumatic Brain Injury (TBI). However, there …
[HTML][HTML] Acute physiology and chronic health evaluation (APACHE) II score–the clinical predictor in neurosurgical intensive care unit
P Akavipat, J Thinkhamrop, B Thinkhamrop… - Acta Clinica …, 2019 - ncbi.nlm.nih.gov
The APACHE II scoring system is approved for its benchmarking and mortality predictions,
but there are only a few articles published to demonstrate it in neurosurgical patients …
but there are only a few articles published to demonstrate it in neurosurgical patients …
[HTML][HTML] Glasgow coma scale compared to other trauma scores in discriminating in-hospital mortality of traumatic brain injury patients admitted to urban Indian …
D Basak, S Chatterjee, J Attergrim, MR Sharma… - Injury, 2023 - Elsevier
Abstract Background Glasgow Coma Scale (GCS) is one of the most commonly used trauma
scores and is a good predictor of outcome in traumatic brain injury (TBI) patients. There are …
scores and is a good predictor of outcome in traumatic brain injury (TBI) patients. There are …
Modified Revised Trauma-Marshall score as a proposed tool in predicting the outcome of moderate and severe traumatic brain injury
TGB Mahadewa, N Golden, A Saputra… - Open access …, 2018 - Taylor & Francis
Background: Traumatic brain injury (TBI) is a common healthcare problem related to
disability. An easy-to-use trauma scoring system informs physicians about the severity of …
disability. An easy-to-use trauma scoring system informs physicians about the severity of …
Descriptive characteristics and rehabilitation outcomes in active duty military personnel and veterans with disorders of consciousness with combat-and noncombat …
R Nakase-Richardson, S McNamee, LL Howe… - Archives of physical …, 2013 - Elsevier
Objective To report the injury and demographic characteristics, medical course, and
rehabilitation outcome for a consecutive series of veterans and active duty military personnel …
rehabilitation outcome for a consecutive series of veterans and active duty military personnel …
The predictive value of the Verbal Glasgow Coma Scale in traumatic brain injury: a systematic review
Background: Traumatic brain injury (TBI) is a major global health concern, imposing
significant burdens on individuals and healthcare systems. The Glasgow Coma Scale …
significant burdens on individuals and healthcare systems. The Glasgow Coma Scale …
Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition
C Zhang, H Fanaee-T, M Thoresen - Data Mining and Knowledge …, 2021 - Springer
Abstract Electronic Health Records (EHR) data is routinely generated patient data that can
provide useful information for analytical tasks such as disease detection and clinical event …
provide useful information for analytical tasks such as disease detection and clinical event …
[HTML][HTML] Comparison between the ability of Glasgow Coma Scale and Full Outline of Unresponsiveness Score to predict the mortality and discharge rate of pediatric …
Objective: Prediction of survival and mortality rates in costly environments such as the
intensive care unit (ICU) is of great importance for the assessment of new treatments …
intensive care unit (ICU) is of great importance for the assessment of new treatments …