Artificial Intelligence (AI) | Medical Imaging | Ophthalmology Updates in deep learning research in ophthalmology. October 18, 2021
Machine Learning | Radiology Federated Gradient Averaging for Multi-Site Training with Momentum-Based Optimizers. September 18, 2021
Neurology | Radiology Efficient, high-performance semantic segmentation using multi-scale feature extraction. August 19, 2021
AI in Medicine | Public Health | Radiology Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. March 30, 2021
Artificial Intelligence in Medicine | Radiology Federated learning for COVID-19 screening from Chest X-ray images. March 29, 2021
Biomedicine | Healthcare Systems | Radiology AI applications to medical images: From machine learning to deep learning. March 4, 2021
Machine Learning | Medical Informatics Federated learning improves site performance in multicenter deep learning without data sharing. February 4, 2021
Other Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis. January 1, 2021
Artificial Intelligence | Computer Science Averaging Is Probably Not the Optimum Way of Aggregating Parameters in Federated Learning. December 8, 2020
Medical Imaging | Oncology | Radiology Variation-Aware Federated Learning with Multi-Source Decentralized Medical Image Data. November 24, 2020