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

por Snider, Eric J., Hernandez-Torres, Sofia I., Hennessey, Ryan
Publicado 2023

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

por Hernandez-Torres, Sofia I., Hennessey, Ryan P., Snider, Eric J.
Publicado 2023

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

por Snider, Eric J., Hernandez-Torres, Sofia I., Boice, Emily N.
Publicado 2022

Comparison of Ultrasound Image Classifier Deep Learning Algorithms for Shrapnel Detection

por Boice, Emily N., Hernandez-Torres, Sofia I., Snider, Eric J.
Publicado 2022

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

por Hernandez-Torres, Sofia I., Boice, Emily N., Snider, Eric J.
Publicado 2022

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

por Hernandez-Torres, Sofia I., Bedolla, Carlos, Berard, David, Snider, Eric J.
Publicado 2023

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

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

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

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

Development and Characterization of a Self-Tightening Tourniquet System

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

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

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

Supervisory Algorithm for Autonomous Hemodynamic Management Systems

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

Development of a Modular Tissue Phantom for Evaluating Vascular Access Devices

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

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

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

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

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

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

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