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
Medical Physics | Nuclear Medicine | Radiology Deep transformer-based personalized dosimetry from SPECT/CT images: a hybrid approach for [Lu]Lu-DOTATATE radiopharmaceutical therapy. January 24, 2024
Medical Physics | Oncology | Radiology Information fusion for fully automated segmentation of head and neck tumors from PET and CT images. July 21, 2023
Radiation Oncology | Radiology Real-time, acquisition parameter-free voxel-wise patient-specific Monte Carlo dose reconstruction in whole-body CT scanning using deep neural networks. June 27, 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
Radiology Fully automated accurate patient positioning in computed tomography using anterior-posterior localizer images and a deep neural network: a dual-center study. January 26, 2023
Radiology Deep Learning-based calculation of patient size and attenuation surrogates from localizer Image: Toward personalized chest CT protocol optimization. November 21, 2022
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
Radiology Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging. November 7, 2021
Radiology Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network. September 3, 2020