Radiology Task-specific spatial resolution properties of iterative and deep learning-based reconstructions in computed tomography: Comparison using tasks assuming small and large enhanced vessels. February 5, 2022
Cardiology | Radiology A Deep Learning-Based and Fully Automated Pipeline for Thoracic Aorta Geometric Analysis and Planning for Endovascular Repair from Computed Tomography. January 27, 2022
Oncology | Radiology Design of Optimal Deep Learning-Based Pancreatic Tumor and Nontumor Classification Model Using Computed Tomography Scans. January 24, 2022
Oncology | Radiology Fully Automatic Deep Learning Framework for Pancreatic Ductal Adenocarcinoma Detection on Computed Tomography. January 21, 2022
Oncology | Pathology | Radiology Computed Tomography Image Features under Deep Learning Algorithm Applied in Staging Diagnosis of Bladder Cancer and Detection on Ceramide Glycosylation. January 17, 2022
Biomedical Engineering | Radiology Enhanced head-skull shape learning using statistical modeling and topological features. January 13, 2022
Oncology | Radiology Deep Learning to Predict EGFR Mutation and PD-L1 Expression Status in Non-Small-Cell Lung Cancer on Computed Tomography Images. January 10, 2022
Radiology Clinical impact of a deep learning system for automated detection of missed pulmonary nodules on routine body computed tomography including the chest region. January 9, 2022
Pulmonology | Radiology Development of a deep learning-based method to diagnose pulmonary ground-glass nodules by sequential computed tomography imaging. January 7, 2022
Radiology Effect of a new deep learning image reconstruction algorithm for abdominal computed tomography imaging on image quality and dose reduction compared with two iterative reconstruction algorithms: a phantom study. January 7, 2022
Radiology Deep learning-based extended field of view computed tomography image reconstruction: influence of network design on image estimation outside the scan field of view. January 5, 2022
Emergency Medicine | Radiology A Deep Residual U-Net Algorithm for Automatic Detection and Quantification of Ascites on Abdominopelvic Computed Tomography Images Acquired in the Emergency Department: Model Development and Validation. January 4, 2022