Radiology Differential privacy preserved federated learning for prognostic modeling in COVID-19 patients using large multi-institutional chest CT dataset. February 9, 2024
Medical Imaging | Oncology | Radiology A novel deep learning model for breast lesion classification using ultrasound Images: A multicenter data evaluation. March 6, 2023
Cardiology Automatic cardiac evaluations using a deep video object segmentation network. April 8, 2022
Medical Imaging | Obstetrics and Gynecology | Radiology Fast and Accurate U-Net Model for Fetal Ultrasound Image Segmentation. January 6, 2022
Infectious Diseases | Pulmonology | Radiology COLI-Net: Deep learning-assisted fully automated COVID-19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images. December 13, 2021
Obstetrics | Radiology Automatic fetal biometry prediction using a novel deep convolutional network architecture. July 9, 2021
Cardiology | Radiology NF-RCNN: Heart localization and right ventricle wall motion abnormality detection in cardiac MRI. January 26, 2020
Cardiology | Radiology MFP-Unet: A novel deep learning based approach for left ventricle segmentation in echocardiography. October 31, 2019