Medical Physics | Radiology Fully automated explainable abdominal CT contrast media phase classification using organ segmentation and machine learning. April 17, 2024
Radiology Differential privacy preserved federated learning for prognostic modeling in COVID-19 patients using large multi-institutional chest CT dataset. February 9, 2024
Nuclear Medicine | Radiology Differential privacy preserved federated transfer learning for multi-institutional Ga-PET image artefact detection and disentanglement. September 8, 2023
Medical Physics | Oncology | Radiology Information fusion for fully automated segmentation of head and neck tumors from PET and CT images. July 21, 2023
Nuclear Medicine | Radiology Artificial intelligence-based analysis of whole-body bone scintigraphy: The quest for the optimal deep learning algorithm and comparison with human observer performance. March 17, 2023
Neurology | Oncology | Radiology MRI-Based Radiomics Combined with Deep Learning for Distinguishing IDH-Mutant WHO Grade 4 Astrocytomas from IDH-Wild-Type Glioblastomas. February 11, 2023
Infectious Diseases | Pulmonology | Radiology COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients. April 4, 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
Nuclear Medicine | Radiology Deep-JASC: joint attenuation and scatter correction in whole-body F-FDG PET using a deep residual network. May 16, 2020