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
Nuclear Medicine | Radiology 90Y SPECT scatter estimation and voxel dosimetry in radioembolization using a unified deep learning framework. December 13, 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
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
Radiology Deep Learning-based calculation of patient size and attenuation surrogates from localizer Image: Toward personalized chest CT protocol optimization. November 21, 2022
Oncology | Radiology Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework. April 20, 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
Medical Physics | Radiation Oncology Personalized brachytherapy dose reconstruction using deep learning. August 13, 2021
Medical Physics | Nuclear Medicine | Radiology The promise of artificial intelligence and deep learning in PET and SPECT imaging. March 25, 2021