Deep Learning | Medical Imaging | Privacy Preservation MS-DINO: Masked Self-Supervised Distributed Learning Using Vision Transformer. July 5, 2024
Oncology | Radiology End-to-End Semi-Supervised Opportunistic Osteoporosis Screening Using Computed Tomography. May 9, 2024
Medical Imaging | Radiology Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements. March 22, 2024
Cardiology | Radiology A novel deep learning model for a computed tomography diagnosis of coronary plaque erosion. December 27, 2023
Radiology Generative Adversarial Network-Based Image Conversion Among Different Computed Tomography Protocols and Vendors: Effects on Accuracy and Variability in Quantifying Regional Disease Patterns of Interstitial Lung Disease. July 27, 2023
Radiology Deep Learning-Enabled Detection of Pneumoperitoneum in Supine and Erect Abdominal Radiography: Modeling Using Transfer Learning and Semi-Supervised Learning. June 4, 2023
Radiology Medical ultrasound image speckle reduction and resolution enhancement using texture compensated multi-resolution convolution neural network. December 1, 2022
Gynecology | Obstetrics | Radiology Tunable image quality control of 3-D ultrasound using switchable CycleGAN. November 3, 2022
Cardiology Enhanced Diagnosis of Plaque Erosion by Deep Learning in Patients With Acute Coronary Syndromes. October 24, 2022