Search Results - "Hernandez Torres, Sofia I"

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

“…Medical imaging-based triage is a critical tool for emergency medicine in both civilian and military settings. Ultrasound imaging can be used to rapidly…”
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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

“…Uncontrolled hemorrhage remains a leading cause of death in both emergency and military medicine. Tourniquets are essential to stopping hemorrhage in these…”
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Using Ultrasound Image Augmentation and Ensemble Predictions to Prevent Machine-Learning Model Overfitting by Snider, Eric J, Hernandez-Torres, Sofia I, Hennessey, Ryan

“…Deep learning predictive models have the potential to simplify and automate medical imaging diagnostics by lowering the skill threshold for image…”
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Using AI Segmentation Models to Improve Foreign Body Detection and Triage from Ultrasound Images by Holland, Lawrence, Hernandez Torres, Sofia I, Snider, Eric J

“…Medical imaging can be a critical tool for triaging casualties in trauma situations. In remote or military medicine scenarios, triage is essential for…”
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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.

“…Ultrasound (US) imaging is a critical tool in emergency and military medicine because of its portability and immediate nature. However, proper image…”
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Deep learning models for interpretation of point of care ultrasound in military working dogs by Hernandez Torres, Sofia I, Holland, Lawrence, Edwards, Thomas H, Venn, Emilee C, Snider, Eric J

“…Military working dogs (MWDs) are essential for military operations in a wide range of missions. With this pivotal role, MWDs can become casualties requiring…”
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Performance Comparison of Object Detection Networks for Shrapnel Identification in Ultrasound Images by Hernandez-Torres, Sofia I, Hennessey, Ryan P, Snider, Eric J

“…Ultrasound imaging is a critical tool for triaging and diagnosing subjects but only if images can be properly interpreted. Unfortunately, in remote or military…”
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Toward Smart, Automated Junctional Tourniquets-AI Models to Interpret Vessel Occlusion at Physiological Pressure Points by Avital, Guy, Hernandez Torres, Sofia I, Knowlton, Zechariah J, Bedolla, Carlos, Salinas, Jose, Snider, Eric J

“…Hemorrhage is the leading cause of preventable death in both civilian and military medicine. Junctional hemorrhages are especially difficult to manage since…”
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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

“…Central vascular access (CVA) may be critical for trauma care and stabilizing the casualty. However, it requires skilled personnel, often unavailable during…”
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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

“…Hemorrhage remains a leading cause of death, with early goal-directed fluid resuscitation being a pillar of mortality prevention. While closed-loop…”
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An image classification deep-learning algorithm for shrapnel detection from ultrasound images by Snider, Eric J., Hernandez-Torres, Sofia I., Boice, Emily N.

“…Ultrasound imaging is essential for non-invasively diagnosing injuries where advanced diagnostics may not be possible. However, image interpretation remains a…”
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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

“…Future military conflicts will require new solutions to manage combat casualties. The use of automated medical systems can potentially address this need by…”
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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.

“…Introduction: Medical imaging-based triage is critical for ensuring medical treatment is timely and prioritized. However, without proper image collection and…”
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Comparison of Ultrasound Image Classifier Deep Learning Algorithms for Shrapnel Detection by Boice, Emily N, Hernandez-Torres, Sofia I, Snider, Eric J

“…Ultrasound imaging is essential in emergency medicine and combat casualty care, oftentimes used as a critical triage tool. However, identifying injuries, such…”
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Evaluation of Deep Learning Model Architectures for Point-of-Care Ultrasound Diagnostics by Hernandez Torres, Sofia I, Ruiz, Austin, Holland, Lawrence, Ortiz, Ryan, Snider, Eric J

“…Point-of-care ultrasound imaging is a critical tool for patient triage during trauma for diagnosing injuries and prioritizing limited medical evacuation…”
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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.

“…Tissue phantoms are important for medical research to reduce the use of animal or human tissue when testing or troubleshooting new devices or technology…”
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In vivo evaluation of an adaptive resuscitation controller using whole blood and crystalloid infusates for hemorrhagic shock by Snider, Eric J., Vega, Saul J., Nessen, I. Amy, Hernandez Torres, Sofia I., Salazar, Sophia, Berard, David, Salinas, Jose

“…Hemorrhage remains the leading cause of preventable death on the battlefield. The most effective means to increase survivability is early hemorrhage control…”
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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.

“…Emergency medicine in austere environments rely on ultrasound imaging as an essential diagnostic tool. Without extensive training, identifying abnormalities…”
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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.

“…Physiological Closed-Loop Controlled systems continue to take a growing part in clinical practice, offering possibilities of providing more accurate,…”
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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

“…Since hemorrhage is a leading cause of preventable death in both civilian and military settings, the development of advanced decision support monitoring…”
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