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Sofia I. Hernandez Torres
Sofia I. Hernandez Torres
US Army Institute of Surgical Research
Dirección de correo verificada de upr.edu
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Año
An image classification deep-learning algorithm for shrapnel detection from ultrasound images
EJ Snider, SI Hernandez-Torres, EN Boice
Scientific Reports 12 (1), 8427, 2022
262022
Training Ultrasound Image Classification Deep-Learning Algorithms for Pneumothorax Detection Using a Synthetic Tissue Phantom Apparatus
EN Boice, SI Hernandez Torres, ZJ Knowlton, D Berard, JM Gonzalez, ...
Journal of Imaging 8 (9), 249, 2022
172022
Closed-Loop Controlled Fluid Administration Systems: A Comprehensive Scoping Review
G Avital, EJ Snider, D Berard, SJ Vega, SI Hernandez Torres, ...
Journal of Personalized Medicine 12 (7), 1168, 2022
152022
Comparison of Ultrasound Image Classifier Deep Learning Algorithms for Shrapnel Detection
EN Boice, SI Hernandez-Torres, EJ Snider
Journal of Imaging 8 (5), 140, 2022
142022
Using Ultrasound Image Augmentation and Ensemble Predictions to Prevent Machine-Learning Model Overfitting
EJ Snider, SI Hernandez-Torres, R Hennessey
Diagnostics 13 (3), 417, 2023
132023
Development of the PhysioVessel: a customizable platform for simulating physiological fluid resuscitation
D Berard, SJ Vega, SIH Torres, IA Polykratis, J Salinas, E Ross, G Avital, ...
Biomedical Physics & Engineering Express 8 (3), 035017, 2022
112022
Evaluation of an Object Detection Algorithm for Shrapnel and Development of a Triage Tool to Determine Injury Severity
EJ Snider, SI Hernandez-Torres, G Avital, EN Boice
Journal of Imaging 8 (9), 252, 2022
92022
An Automated Hardware-in-Loop Testbed for Evaluating Hemorrhagic Shock Resuscitation Controllers
E Snider, D Berard, SJ Vega, SI Hernandez Torres, G Avital, EN Boice
Bioengineering 9 (8), 373, 2022
92022
Development of a Modular Tissue Phantom for Evaluating Vascular Access Devices
EN Boice, D Berard, JM Gonzalez, SI Hernandez Torres, ZJ Knowlton, ...
Bioengineering 9 (7), 319, 2022
92022
Using an Ultrasound Tissue Phantom Model for Hybrid Training of Deep Learning Models for Shrapnel Detection
SI Hernandez-Torres, EN Boice, EJ Snider
Journal of Imaging 8 (10), 270, 2022
82022
An extended focused assessment with sonography in trauma ultrasound tissue-mimicking phantom for developing automated diagnostic technologies
SI Hernandez-Torres, C Bedolla, D Berard, EJ Snider
Frontiers in Bioengineering and Biotechnology 11, 1244616, 2023
72023
Supervisory Algorithm for Autonomous Hemodynamic Management Systems
EJ Snider, SJ Vega, E Ross, D Berard, SI Hernandez-Torres, J Salinas, ...
Sensors 22 (2), 529, 2022
72022
Performance Comparison of Object Detection Networks for Shrapnel Identification in Ultrasound Images
SI Hernandez-Torres, RP Hennessey, EJ Snider
Bioengineering 10 (7), 807, 2023
52023
Development and Characterization of a Self-Tightening Tourniquet System
SJ Vega, SI Hernandez-Torres, D Berard, EN Boice, EJ Snider
Sensors 22 (3), 1122, 2022
42022
Evaluation of Deep Learning Model Architectures for Point-of-Care Ultrasound Diagnostics
SI Hernandez Torres, A Ruiz, L Holland, R Ortiz, EJ Snider
Bioengineering 11 (4), 392, 2024
32024
Design and testing of ultrasound probe adapters for a robotic imaging platform
KL Amezcua, J Collier, M Lopez, SI Hernandez Torres, A Ruiz, ...
Scientific Reports 14 (1), 5102, 2024
32024
Verification and Validation of Lower Body Negative Pressure as a Non-Invasive Bioengineering Tool for Testing Technologies for Monitoring Human Hemorrhage
VA Convertino, EJ Snider, SI Hernandez-Torres, JP Collier, SK Eaton, ...
Bioengineering 10 (10), 1226, 2023
32023
In Vivo Evaluation of an Adaptive Resuscitation Controller Using Whole Blood and Crystalloid Infusates for Hemorrhagic Shock
EJ Snider, SJ Vega, IA Nessen, S Hernandez Torres, S Salazar, D Berard, ...
Frontiers in Bioengineering and Biotechnology 12, 1420330, 2024
22024
Development and Characterization of an Ex Vivo Testing Platform for Evaluating Automated Central Vascular Access Device Performance
EN Boice, D Berard, SI Hernandez Torres, G Avital, EJ Snider
Journal of Personalized Medicine 12 (8), 1287, 2022
22022
Overview of Wearable Healthcare Devices for Clinical Decision Support in the Prehospital Setting
R Gathright, I Mejia, JM Gonzalez, SI Hernandez Torres, D Berard, ...
Sensors 24 (24), 8204, 2024
12024
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