Emergency Medicine | Pediatrics | Radiology Development and Validation of a Deep Learning Strategy for Automated View Classification of Pediatric Focused Assessment With Sonography for Trauma. November 6, 2021
Obstetrics | Perinatology | Radiology Fully Automated Placental Volume Quantification From 3DUS for Prediction of Small-for-Gestational-Age Infants. September 23, 2021
Medical Imaging | Radiology Artificial Intelligence in Quantitative Ultrasound Imaging: A Survey. September 1, 2021
Radiology The Added Value of Computer-Aided Diagnosis System in Differential Diagnosis of Breast Lesions by Radiologists With Different Experience. August 25, 2021
Gastroenterology | Radiology Liver Fat Assessment in Multiview Sonography Using Transfer Learning With Convolutional Neural Networks. March 22, 2021
Radiology Automatic Classification of Hepatic Cystic Echinococcosis Using Ultrasound Images and Deep Learning. March 12, 2021
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
Oncology | Radiology Development of a Deep Learning-Based Model for Diagnosing Breast Nodules With Ultrasound. August 9, 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
Oncology | Radiology Virtual Interpolation Images of Tumor Development and Growth on Breast Ultrasound Image Synthesis With Deep Convolutional Generative Adversarial Networks. June 27, 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