Oncology | Radiology Multi-institutional PET/CT image segmentation using federated deep transformer learning. July 28, 2023
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
Emergency Medicine | Neurology | Neuroradiology | Radiology Reduction of scan duration and radiation dose in cerebral CT perfusion imaging of acute stroke using a recurrent neural network. June 16, 2023
Oncology | Radiology Overview of the HECKTOR Challenge at MICCAI 2022: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT. May 17, 2023
Nuclear Medicine | Oncology | Radiology The predictive value of pretherapy [Ga]Ga-DOTA-TATE PET and biomarkers in [Lu]Lu-PRRT tumor dosimetry. May 12, 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
Nuclear Medicine | Radiology A cycle-consistent adversarial network for brain PET partial volume correction without prior anatomical information. February 22, 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
Medical Imaging | Radiology Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning. December 12, 2022
Radiology Deep Learning-based calculation of patient size and attenuation surrogates from localizer Image: Toward personalized chest CT protocol optimization. November 21, 2022
Radiology Two-step machine learning to diagnose and predict involvement of lungs in COVID-19 and pneumonia using CT radiomics. November 1, 2022