Artificial intelligence and machine learning for hemorrhagic trauma care

HT Peng, MM Siddiqui, SG Rhind, J Zhang… - Military Medical …, 2023 - Springer
Artificial intelligence (AI), a branch of machine learning (ML) has been increasingly
employed in the research of trauma in various aspects. Hemorrhage is the most common …

Wearable sensors incorporating compensatory reserve measurement for advancing physiological monitoring in critically injured trauma patients

VA Convertino, SG Schauer, EK Weitzel, S Cardin… - Sensors, 2020 - mdpi.com
Vital signs historically served as the primary method to triage patients and resources for
trauma and emergency care, but have failed to provide clinically-meaningful predictive …

[HTML][HTML] Military applications of soldier physiological monitoring

KE Friedl - Journal of science and medicine in sport, 2018 - Elsevier
Wearable physiological status monitoring is part of modern precision medicine that permits
predictions about an individual's health and performance from their real-time physiological …

Advanced medical monitoring for the battlefield: a review on clinical applicability of compensatory reserve measurements for early and accurate hemorrhage detection

VA Convertino, S Cardin - Journal of Trauma and Acute Care …, 2022 - journals.lww.com
Hemorrhagic shock remains the leading cause of mortality in civilian trauma and battlefield
settings. The ability of combat medics and other military medical personnel to obtain early …

The compensatory reserve: potential for accurate individualized goal‐directed whole blood resuscitation

VA Convertino, NJ Koons - Transfusion, 2020 - Wiley Online Library
Hemorrhagic shock can be mitigated by timely and accurate resuscitation designed to
restore adequate delivery of oxygen (DO2). Current doctrine of using systolic blood pressure …

Efficacy of the compensatory reserve measurement in an emergency department trauma population

SG Schauer, MD April, AA Arana, JK Maddry… - …, 2021 - Wiley Online Library
Abstract Background The Compensatory Reserve Measurement (CRM) is a novel method
used to provide early assessment of shock based on arterial wave form morphology …

Compensatory reserve detects subclinical shock with more expeditious prediction for need of life‐saving interventions compared to systolic blood pressure and blood …

VA Convertino, MC Johnson, A Alarhayem… - …, 2021 - Wiley Online Library
Introduction We conducted a prospective observational study on 205 trauma patients at a
level I trauma facility to test the hypothesis that a compensatory reserve measurement …

Tracking DO2 with compensatory reserve during whole blood resuscitation in baboons

NJ Koons, B Nguyen, MR Suresh, C Hinojosa-Laborde… - Shock, 2020 - journals.lww.com
Hemorrhagic shock can be mitigated by timely and accurate resuscitation designed to
restore adequate delivery of oxygen (DO 2) by increasing cardiac output (CO). However …

Validating clinical threshold values for a dashboard view of the compensatory reserve measurement for hemorrhage detection

VA Convertino, MR Wampler, M Johnson… - Journal of Trauma …, 2020 - journals.lww.com
BACKGROUND Compensatory reserve measurement (CRM) is a novel noninvasive
monitoring technology designed to assess physiologic reserve using feature interrogation of …

AI-enabled advanced development for assessing low circulating blood volume for emergency medical care: comparison of compensatory reserve machine-learning …

VA Convertino, RW Techentin, RJ Poole, AC Dacy… - Sensors, 2022 - mdpi.com
The application of artificial intelligence (AI) has provided new capabilities to develop
advanced medical monitoring sensors for detection of clinical conditions of low circulating …