Neurology | Radiology Bedside Ultrasound to Identify and Predict Severity of Dysphagia Following Ischemic Stroke: Human Versus Artificial Intelligence. October 20, 2023
Cardiology | Radiology Machine learning algorithm using publicly available echo database for simplified “visual estimation” of left ventricular ejection fraction. April 18, 2022
Cardiology | Ultrasound Imaging Making Artificial Intelligence Lemonade Out of Data Lemons: Adaptation of a Public Apical Echo Database for Creation of a Subxiphoid Visual Estimation Automatic Ejection Fraction Machine Learning Algorithm. November 25, 2021
Critical Care | Emergency Medicine Artificial intelligence versus expert: a comparison of rapid visual inferior vena cava collapsibility assessment between POCUS experts and a deep learning algorithm. November 4, 2020
Critical Care Medicine | Emergency Medicine | Ultrasound Imaging Development of a Deep Learning Network to Classify Inferior Vena Cava Collapse to Predict Fluid Responsiveness. October 10, 2020
Emergency Medicine | Radiology DIY AI, deep learning network development for automated image classification in a point-of-care ultrasound quality assurance program. October 1, 2020
Deep Learning | Radiology | Ultrasound Imaging Are Convolutional Neural Networks Trained on ImageNet Images Wearing Rose-Colored Glasses?: A Quantitative Comparison of ImageNet, Computed Tomographic, Magnetic Resonance, Chest X-Ray, and Point-of-Care Ultrasound Images for Quality. August 6, 2020
Emergency Medicine | Radiology Creation and Testing of a Deep Learning Algorithm to Automatically Identify and Label Vessels, Nerves, Tendons, and Bones on Cross-sectional Point-of-Care Ultrasound Scans for Peripheral Intravenous Catheter Placement by Novices. March 17, 2020
Cardiology | Ultrasound Imaging Are All Deep Learning Architectures Alike for Point-of-Care Ultrasound?: Evidence From a Cardiac Image Classification Model Suggests Otherwise. December 24, 2019
Emergency Medicine | Internal Medicine | Radiology Enhanced Point-of-Care Ultrasound Applications by Integrating Automated Feature-Learning Systems Using Deep Learning. November 14, 2018