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Injury Severity Score

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Cell Free DNA and Procalcitonin as Early Markers of Complications in ICU Patients with Multiple Trauma and Major Surgery.

Clinical laboratory 28164563
BACKGROUND: Cell free DNA (cfDNA) was recently suggested as a new marker of sepsis and poor outcome in ICU patients. Procalcitonin has also been the focus of attention as an early marker for systemic inflammation and sepsis.
Adult Area Under Curve Biomarkers C-Reactive Protein Calcitonin Cell-Free Nucleic Acids DNA Early Diagnosis Female Hospital Mortality Humans Injury Severity Score Intensive Care Units Lactic Acid Length of Stay Male Middle Aged Multiple Trauma Organ Dysfunction Scores Postoperative Complications Predictive Value of Tests Prognosis Reproducibility of Results Risk Factors ROC Curve Sepsis Surgical Procedures, Operative Time Factors
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Abdominal compartment syndrome in traumatic hemorrhagic shock: is there a fluid resuscitation inflection point associated with increased risk?

American journal of surgery 26941002
BACKGROUND: The volume of fluid administered during trauma resuscitation correlates with the risk of abdominal compartment syndrome (ACS). The exact volume at which this risk rises is uncertain. We established the inflection point for ACS risk during...
Abdomen Adult Compartment Syndromes Female Fluid Therapy Humans Injury Severity Score International Normalized Ratio Lactates Length of Stay Male Retrospective Studies Risk Factors Shock, Hemorrhagic Treatment Outcome United States Wounds, Nonpenetrating
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Statistical Machines for Trauma Hospital Outcomes Research: Application to the PRospective, Observational, Multi-Center Major Trauma Transfusion (PROMMTT) Study.

PloS one 26296088
Improving the treatment of trauma, a leading cause of death worldwide, is of great clinical and public health interest. This analysis introduces flexible statistical methods for estimating center-level effects on individual outcomes in the context of...
Adult Blood Component Transfusion Female Hemorrhage Hospital Mortality Humans Injury Severity Score Machine Learning Male Middle Aged Multiple Trauma Outcome Assessment, Health Care Prospective Studies Survival Analysis Trauma Centers
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Predictive modeling in pediatric traumatic brain injury using machine learning.

BMC medical research methodology 25886156
BACKGROUND: Pediatric traumatic brain injury (TBI) constitutes a significant burden and diagnostic challenge in the emergency department (ED). While large North American research networks have derived clinical prediction rules for the head injured ch...
Accidents, Traffic Algorithms Brain Injuries Case-Control Studies Child Child, Preschool Databases, Factual Female Humans Injury Severity Score Logistic Models Machine Learning Male Models, Theoretical Multivariate Analysis Population Surveillance Retrospective Studies ROC Curve Skull Fractures Tomography, X-Ray Computed Unconsciousness Vomiting
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Using Robotics to Quantify Impairments in Sensorimotor Ability, Visuospatial Attention, Working Memory, and Executive Function After Traumatic Brain Injury.

The Journal of head trauma rehabilitation 29084099
OBJECTIVE: To investigate the use of a robotic assessment tool to quantify sensorimotor, visuospatial attention, and executive function impairments in individuals with traumatic brain injury (TBI).
Adult Attention Brain Injuries, Traumatic Canada Disability Evaluation Executive Function Female Follow-Up Studies Glasgow Coma Scale Humans Injury Severity Score Male Memory, Short-Term Middle Aged Motor Skills Prospective Studies Psychomotor Disorders Psychomotor Performance Robotics
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