Pulmonology | Radiology Segmentation of lung lobes and lesions in chest CT for the classification of COVID-19 severity. November 28, 2023
Obesity Imaging | Precision Medicine | Radiology A fully convolutional neural network for comprehensive compartmentalization of abdominal adipose tissue compartments in MRI. October 28, 2023
Radiation Oncology Deep Learning-Based Dose Prediction Model for Automated Spot-Scanning Proton Arc Planning. October 3, 2023
Medical Imaging | Radiation Oncology GTV Based Automatic Delineation of Clinical Target Volume for Cervical Cancer. October 3, 2023
Medical Physics | Radiation Oncology Automatic planning for head and neck seed implant brachytherapy based on deep convolutional neural network dose engine. September 27, 2023
Medical Physics | Radiation Oncology Beam mask and sliding window-facilitated deep learning-based accurate and efficient dose prediction for pencil beam scanning proton therapy. September 25, 2023
Nuclear Medicine | Radiology Short-axis PET image quality improvement based on a uEXPLORER total-body PET system through deep learning. September 6, 2023
Deep Learning | Medical Imaging | Radiation Oncology A deep learning approach for automatic tumor delineation in stereotactic radiotherapy for non-small cell lung cancer using diagnostic PET-CT and planning CT. August 21, 2023
Oncology | Radiology A Coarse-to-Fine Fusion Network for Small Liver Tumor Detection and Segmentation: A Real-World Study. August 12, 2023
Medical Imaging | Neurosurgery | Radiation Oncology A Fully Automated Post-Surgical Brain Tumor Segmentation Model for Radiation Treatment Planning and Longitudinal Tracking. August 12, 2023
Dentistry | Radiology Accurate mandibular canal segmentation of dental CBCT using a two-stage 3D-UNet based segmentation framework. August 10, 2023
Cardiology | Radiology A benchmark study of convolutional neural networks in fully automatic segmentation of aortic root. July 3, 2023