Using Ultrasound Image Augmentation and Ensemble Predictions to Prevent Machine-Learning Model Overfitting

by Snider, Eric J., Hernandez-Torres, Sofia I., Hennessey, Ryan
Published 2023

Performance Comparison of Object Detection Networks for Shrapnel Identification in Ultrasound Images

by Hernandez-Torres, Sofia I., Hennessey, Ryan P., Snider, Eric J.
Published 2023

An image classification deep-learning algorithm for shrapnel detection from ultrasound images

by Snider, Eric J., Hernandez-Torres, Sofia I., Boice, Emily N.
Published 2022

Comparison of Ultrasound Image Classifier Deep Learning Algorithms for Shrapnel Detection

by Boice, Emily N., Hernandez-Torres, Sofia I., Snider, Eric J.
Published 2022

Using an Ultrasound Tissue Phantom Model for Hybrid Training of Deep Learning Models for Shrapnel Detection

by Hernandez-Torres, Sofia I., Boice, Emily N., Snider, Eric J.
Published 2022

An extended focused assessment with sonography in trauma ultrasound tissue-mimicking phantom for developing automated diagnostic technologies

by Hernandez-Torres, Sofia I., Bedolla, Carlos, Berard, David, Snider, Eric J.
Published 2023

Evaluation of an Object Detection Algorithm for Shrapnel and Development of a Triage Tool to Determine Injury Severity

by Snider, Eric J., Hernandez-Torres, Sofia I., Avital, Guy, Boice, Emily N.
Published 2022

Development and Characterization of an Ex Vivo Testing Platform for Evaluating Automated Central Vascular Access Device Performance

by Boice, Emily N., Berard, David, Hernandez Torres, Sofia I., Avital, Guy, Snider, Eric J.
Published 2022

Development and Characterization of a Self-Tightening Tourniquet System

by Vega, Saul J., Hernandez-Torres, Sofia I., Berard, David, Boice, Emily N., Snider, Eric J.
Published 2022

An Automated Hardware-in-Loop Testbed for Evaluating Hemorrhagic Shock Resuscitation Controllers

by Snider, Eric. J., Berard, David, Vega, Saul J., Hernandez Torres, Sofia I., Avital, Guy, Boice, Emily N.
Published 2022

Supervisory Algorithm for Autonomous Hemodynamic Management Systems

by Snider, Eric J., Vega, Saul J., Ross, Evan, Berard, David, Hernandez-Torres, Sofia I., Salinas, Jose, Boice, Emily N.
Published 2022

Development of a Modular Tissue Phantom for Evaluating Vascular Access Devices

by Boice, Emily N., Berard, David, Gonzalez, Jose M., Hernandez Torres, Sofia I., Knowlton, Zechariah J., Avital, Guy, Snider, Eric J.
Published 2022

Training Ultrasound Image Classification Deep-Learning Algorithms for Pneumothorax Detection Using a Synthetic Tissue Phantom Apparatus

by Boice, Emily N., Hernandez Torres, Sofia I., Knowlton, Zechariah J., Berard, David, Gonzalez, Jose M., Avital, Guy, Snider, Eric J.
Published 2022

Closed-Loop Controlled Fluid Administration Systems: A Comprehensive Scoping Review

by Avital, Guy, Snider, Eric J., Berard, David, Vega, Saul J., Hernandez Torres, Sofia I., Convertino, Victor A., Salinas, Jose, Boice, Emily N.
Published 2022

Verification and Validation of Lower Body Negative Pressure as a Non-Invasive Bioengineering Tool for Testing Technologies for Monitoring Human Hemorrhage

by Convertino, Victor A., Snider, Eric J., Hernandez-Torres, Sofia I., Collier, James P., Eaton, Samantha K., Holmes, David R., Haider, Clifton R., Salinas, Jose
Published 2023