Cardiology | Radiology Open Access Data and Deep Learning for Cardiac Device Identification on Standard DICOM and Smartphone-based Chest Radiographs. July 17, 2024
Cardiology | Pediatrics | Radiology CHD-CXR: a de-identified publicly available dataset of chest x-ray for congenital heart disease. April 23, 2024
Radiology A vendor-agnostic, PACS integrated, and DICOM-compatible software-server pipeline for testing segmentation algorithms within the clinical radiology workflow. November 13, 2023
Medical Imaging | Radiology MRI image synthesis for fluid-attenuated inversion recovery and diffusion-weighted images with deep learning. January 30, 2023
Radiology Federated Deep Learning to More Reliably Detect Body Part for Hanging Protocols, Relevant Priors, and Workflow Optimization. January 12, 2022
Oncology | Radiology MAGnitude-Image-to-Complex -space (MAGIC-K) Net: A Data Augmentation Network for Image Reconstruction. October 23, 2021
Medical Physics | Radiation Oncology Deep learning-based classification and structure name standardization for organ at risk and target delineations in prostate cancer radiotherapy. October 8, 2021
Cardiology | Radiology Clinically Feasible and Accurate View Classification of Echocardiographic Images Using Deep Learning. April 29, 2020
Radiology Effectiveness of Deep Learning Algorithms to Determine Laterality in Radiographs. May 8, 2019
Radiology Comparison of medical image classification accuracy among three machine learning methods. December 30, 2018
Ophthalmology Exporting Diabetic Retinopathy Images from VA VistA Imaging for Research. December 4, 2018