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Diagnostics (Basel, Switzerland)|February 11, 2023
Using Ultrasound Image Augmentation and Ensemble Predictions to Prevent Machine-Learning Model OverfittingEric J Snider, Sofia I Hernandez-Torres, Ryan HennesseyBioengineering (Basel, Switzerland)|February 23, 2024
Using AI Segmentation Models to Improve Foreign Body Detection and Triage from Ultrasound ImagesLawrence Holland, Sofia I Hernandez Torres, Eric J SniderBioengineering (Basel, Switzerland)|January 8, 2025
Evaluation of a Semi-Automated Ultrasound Guidance System for Central Vascular AccessSofia I Hernandez Torres, Nicole W Caldwell, Eric J SniderJournal of Imaging|May 27, 2022
Comparison of Ultrasound Image Classifier Deep Learning Algorithms for Shrapnel DetectionEmily N Boice, Sofia I Hernandez-Torres, Eric J SniderBioengineering (Basel, Switzerland)|July 29, 2023
Performance Comparison of Object Detection Networks for Shrapnel Identification in Ultrasound ImagesSofia I Hernandez-Torres, Ryan P Hennessey, Eric J SniderJournal of Imaging|October 26, 2022
Using an Ultrasound Tissue Phantom Model for Hybrid Training of Deep Learning Models for Shrapnel DetectionSofia I Hernandez-Torres, Emily N Boice, Eric J SniderScientific Reports|May 19, 2022
An image classification deep-learning algorithm for shrapnel detection from ultrasound imagesEric J Snider, Sofia I Hernandez-Torres, Emily N BoiceFrontiers in Bioengineering and Biotechnology|November 30, 2023
An extended focused assessment with sonography in trauma ultrasound tissue-mimicking phantom for developing automated diagnostic technologiesSofia I Hernandez-Torres, Carlos Bedolla, David Berard, et al.Journal of Imaging|September 22, 2022
Evaluation of an Object Detection Algorithm for Shrapnel and Development of a Triage Tool to Determine Injury SeverityEric J Snider, Sofia I Hernandez-Torres, Guy Avital, et al.Bioengineering (Basel, Switzerland)|April 27, 2024
Evaluation of Deep Learning Model Architectures for Point-of-Care Ultrasound DiagnosticsSofia I Hernandez Torres, Austin Ruiz, Lawrence Holland, et al.Pageof 4