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UTILIZATION OF MACHINE LEARNING APPROACHES TO PREDICT MORTALITY IN PEDIATRIC TRAUMA

Daniel Lammers MD, Madigan Army Medical Center, Tacoma, Washington

Abdominal

FRAGMENTATION OF CARE IN THE BLUNT ABDOMINAL TRAUMA PATIENT: CAPTURING OUR TRUE OUTCOMES AND IMPACT ON CARE
TRAUMATIC SOLID ORGAN INJURY WITH CONCURRENT PENETRATING COLON INJURIES: DO INJURY COMBINATIONS MATTER?
CONTEMPORARY UTILITY OF DIAGNOSTIC PERITONEAL ASPIRATION IN TRAUMA

Cardiothoracic

THE SMALL 14-FRENCH (F) PERCUTANEOUS CATHETER VS. LARGE (28-32F) OPEN CHEST TUBE FOR TRAUMATIC HEMOTHORAX (P-CAT): A MULTI-CENTER RANDOMIZED CLINICAL TRIAL

Critical Care

A BIOMIMETIC SHOCK MODEL ON THE EFFECT OF ENDOTHELIAL AGING ON VASCULAR BARRIER PROPERTIES
THROMBOELASTOGRAPHY MAXIMAL AMPLITUDE REFLECTS PLATELET MITOCHONDRIAL FUNCTION
CRITICAL DECISIONS IN THE TRAUMA INTENSIVE CARE UNIT (TICU): ARE WE PRACTICING PRIMARY PALLIATIVE CARE?

Education

TRAUMA EXPERIENCE (TREX) SIMULATION COURSE FOR STATE POLICE: SUBSTITUTE FOR REAL LIFE EXPERIENCE?

Neurological

MEAN ARTERIAL PRESSURE (MAP) AUGMENTATION IN TRAUMATIC SPINAL CORD INJURIES; HOW EARLY HYPOPERFUSION INFLUENCES NEUROLOGICAL OUTCOMES
A SINGLE DOSE OF VALPROIC ACID IMPROVES NEUROLOGIC RECOVERY AND DECREASES BRAIN LESION SIZE IN SWINE SUBJECTED TO AN ISOLATED TRAUMATIC BRAIN INJURY.

Other

THROMBOELASTOGRAPHY WITH PLATELET MAPPING: NOT A CLEAR PREDICTIVE MEASURE OF PREINJURY ANTIPLATELET AGENT USE
EXAMINATION OF THE INTESTINAL MICROBIOME AS A MEDIATOR OF STRESS AND INJURY TO PRODUCE POSTTRAUMATIC STRESS DISORDER (PTSD)
ANGIOEMBOLIZATION USE IS ON THE RISE, BUT DOES TRAUMA CENTER REGION IMPROVE MORTALITY? A TRAUMA QUALITY IMPROVEMENT PROGRAM DATASET ANALYSIS
VARIATIONS IN CLOT PHENOTYPE FOLLOWING BLUNT INJURY
MORE THAN COVID-19 PATIENTS; PANDEMIC EFFECTS ON THE TRAUMA SERVICE
A RANDOMIZED CLINICAL TRIAL OF SINGLE DOSE LIPOSOMAL BUPIVACAINE VERSUS INDWELLING ANALGESIC CATHETER IN PATIENTS UNDERGOING SURGICAL STABILIZATION OF RIB FRACTURES
YOUR VOICE MATTERS: THE IMPACT OF ADVANCE DIRECTIVES ON ELDERLY TRAUMA PATIENTS
GERIATRIC TRAUMA PATIENTS – OUTCOMES BEFORE AND AFTER HOSPITALIST CONSULTATION
DISPARATE RESOURCE ALLOCATION DURING THE COVID-19 PANDEMIC AMONG TRAUMA CENTERS: A WESTERN TRAUMA ASSOCIATION NATIONAL SURVEY
INEQUITY IN DISCHARGE PAIN MANAGEMENT FOR TRAUMA PATIENTS WITH LIMITED ENGLISH PROFICIENCY
TRAUMA AND DEATH: A TIME TO PAUSE (PROMOTING ACKNOWLEDGMENT, UNITY, AND SYMPATHY AT THE END OF LIFE)
PREHOSPITAL CONTINUOUS VITAL SIGNS PREDICT NEED FOR REBOA AND EMERGENT THORACOTOMY

Pediatric

A PEDIATRIC CERVICAL SPINE CLEARANCE GUIDELINE LEADS TO FEWER UNNECESSARY PEDIATRIC CERVICAL SPINE CT SCANS AND DECREASED RADIATION EXPOSURE
REPEAT IMAGING OF PEDIATRIC BLUNT SOLID ORGAN INJURIES: IS A STANDARD PROTOCOL NECESSARY?
EARLY COGNITIVE IMPAIRMENT (ECI) OF PEDIATRIC PATIENTS AFTER MILD TRAUMATIC BRAIN INJURY (MTBI)
UTILIZATION OF MACHINE LEARNING APPROACHES TO PREDICT MORTALITY IN PEDIATRIC TRAUMA
PEDIATRIC AGE-ADJUSTED SHOCK-INDEX (SIPA) AS A TRAUMA TEAM ACTIVATION TOOL FOR CHILDREN WITH OR WITHOUT TRAUMATIC BRAIN INJURY
DOES THE MECHANISM MATTER? COMPARING THROMBELASTOGRAPHY BETWEEN BLUNT AND PENETRATING PEDIATRIC TRAUMA PATIENTS

Prevention

EFFECT OF ADAPTING HOSPITAL BASED VIOLENCE INTERVENTION PROGRAM (HVIP) TO THE COVID-19 PANDEMIC
MARIJUANA AND THROMBOEMBOLIC EVENTS IN GERIATRIC TRAUMA PATIENTS: CANNABINOIDS CAUSE CLOTS!
YOUTH VIOLENCE PREVENTION CAN BE ENHANCED BY GEOSPATIAL ANALYSIS OF TRAUMA REGISTRY DATA

Resuscitation

DEVELOPMENT OF A CEREBRAL COMPUTED TOMOGRAPHY PERFUSION PROTOCOL FOR RESUSCITATION RESEARCH
CRYOPRECIPITATE ATTENUATES THE ENDOTHELIOPATHY OF TRAUMA IN MICE SUBJECTED TO HEMORRHAGIC SHOCK AND TRAUMA
STAYING ON TARGET: MAINTAINING A BALANCED RESUSCITATION DURING DAMAGE CONTROL RESUSCITATION IMPROVES SURVIVAL
DESPITE ADDITIONAL EXPERIENCE, PERSISTENTLY INCREASED MORTALITY BUT EQUIVALENT MORBIDITY WITH RESUSCITATIVE ENDOVASCULAR BALLOON OCCLUSION OF THE AORTA (REBOA)

Vascular

HIGH REBOA PROCEDURAL VOLUME IS ASSOCIATED WITH IMPROVED OUTCOMES: AN ANALYSIS OF THE AORTA REGISTRY
AAST PROOVIT REGISTRY VALIDATION OF THE POPLITEAL SCORING ASSESSMENT FOR VASCULAR EXTREMITY INJURY IN TRAUMA (POPSAVEIT) SCORE

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