Using Ultrasound Image Augmentation and Ensemble Predictions to Prevent Machine-Learning Model Overfitting by Eric J. Snider, Sofia I. Hernandez-Torres, Ryan Hennessey

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Using AI Segmentation Models to Improve Foreign Body Detection and Triage from Ultrasound Images by Lawrence Holland, Sofia I. Hernandez Torres, Eric J. Snider

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An image classification deep-learning algorithm for shrapnel detection from ultrasound images by Eric J. Snider, Sofia I. Hernandez-Torres, Emily N. Boice

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Performance Comparison of Object Detection Networks for Shrapnel Identification in Ultrasound Images by Sofia I. Hernandez-Torres, Ryan P. Hennessey, Eric J. Snider

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Comparison of Ultrasound Image Classifier Deep Learning Algorithms for Shrapnel Detection by Emily N. Boice, Sofia I. Hernandez-Torres, Eric J. Snider

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Using an Ultrasound Tissue Phantom Model for Hybrid Training of Deep Learning Models for Shrapnel Detection by Sofia I. Hernandez-Torres, Emily N. Boice, Eric J. Snider

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Evaluation of a Semi-Automated Ultrasound Guidance System for Central Vascular Access by Sofia I. Hernandez Torres, Nicole W. Caldwell, Eric J. Snider

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An extended focused assessment with sonography in trauma ultrasound tissue-mimicking phantom for developing automated diagnostic technologies by Sofia I. Hernandez-Torres, Carlos Bedolla, David Berard, Eric J. Snider

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Evaluation of an Object Detection Algorithm for Shrapnel and Development of a Triage Tool to Determine Injury Severity by Eric J. Snider, Sofia I. Hernandez-Torres, Guy Avital, Emily N. Boice

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Evaluation of Deep Learning Model Architectures for Point-of-Care Ultrasound Diagnostics by Sofia I. Hernandez Torres, Austin Ruiz, Lawrence Holland, Ryan Ortiz, Eric J. Snider

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Development and Characterization of a Self-Tightening Tourniquet System by Saul J. Vega, Sofia I. Hernandez-Torres, David Berard, Emily N. Boice, Eric J. Snider

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Toward Smart, Automated Junctional Tourniquets—AI Models to Interpret Vessel Occlusion at Physiological Pressure Points by Guy Avital, Sofia I. Hernandez Torres, Zechariah J. Knowlton, Carlos Bedolla, Jose Salinas, Eric J. Snider

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Overview of Wearable Healthcare Devices for Clinical Decision Support in the Prehospital Setting by Rachel Gathright, Isiah Mejia, Jose M. Gonzalez, Sofia I. Hernandez Torres, David Berard, Eric J. Snider

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An Automated Hardware-in-Loop Testbed for Evaluating Hemorrhagic Shock Resuscitation Controllers by Eric. J. Snider, David Berard, Saul J. Vega, Sofia I. Hernandez Torres, Guy Avital, Emily N. Boice

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Design and testing of ultrasound probe adapters for a robotic imaging platform by Krysta-Lynn Amezcua, James Collier, Michael Lopez, Sofia I. Hernandez Torres, Austin Ruiz, Rachel Gathright, Eric J. Snider

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Deep learning models for interpretation of point of care ultrasound in military working dogs by Sofia I. Hernandez Torres, Lawrence Holland, Thomas H. Edwards, Thomas H. Edwards, Emilee C. Venn, Eric J. Snider

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Supervisory Algorithm for Autonomous Hemodynamic Management Systems by Eric J. Snider, Saul J. Vega, Evan Ross, David Berard, Sofia I. Hernandez-Torres, Jose Salinas, Emily N. Boice

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In vivo evaluation of an adaptive resuscitation controller using whole blood and crystalloid infusates for hemorrhagic shock by Eric J. Snider, Saul J. Vega, I. Amy Nessen, Sofia I. Hernandez Torres, Sophia Salazar, David Berard, Jose Salinas

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Development of a Modular Tissue Phantom for Evaluating Vascular Access Devices by Emily N. Boice, David Berard, Jose M. Gonzalez, Sofia I. Hernandez Torres, Zechariah J. Knowlton, Guy Avital, Eric J. Snider

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Training Ultrasound Image Classification Deep-Learning Algorithms for Pneumothorax Detection Using a Synthetic Tissue Phantom Apparatus by Emily N. Boice, Sofia I. Hernandez Torres, Zechariah J. Knowlton, David Berard, Jose M. Gonzalez, Guy Avital, Eric J. Snider

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