Medical Physics | Radiation Oncology A Deep Learning-based correction to EPID dosimetry for attenuation and scatter in the Unity MR-Linac system. March 5, 2020
Medical Physics | Radiation Oncology User-controlled pipelines for feature integration and head and neck radiation therapy outcome predictions. February 5, 2020
Cardiology | Radiology NF-RCNN: Heart localization and right ventricle wall motion abnormality detection in cardiac MRI. January 26, 2020
Cardiology 1D-CADCapsNet: One dimensional deep capsule networks for coronary artery disease detection using ECG signals. January 21, 2020
Radiology Segmentation of bones in medical dual-energy computed tomography volumes using the 3D U-Net. January 9, 2020
Medical Physics | Radiation Oncology A deep learning approach for converting prompt gamma images to proton dose distributions: A Monte Carlo simulation study. December 26, 2019
Medical Physics | Radiation Oncology A deep learning approach for converting prompt gamma images to proton dose distributions: A Monte Carlo simulation study. December 26, 2019
Oncology | Radiology Homological radiomics analysis for prognostic prediction in lung cancer patients. December 19, 2019
Cardiology | Radiology MFP-Unet: A novel deep learning based approach for left ventricle segmentation in echocardiography. October 31, 2019
Radiology A cascaded dual-pathway residual network for lung nodule segmentation in CT images. June 21, 2019
Cardiology Computer-aided diagnosis of congestive heart failure using ECG signals – A review. June 2, 2019
Medical Physics The European Federation of Organisations for Medical Physics (EFOMP) White Paper: Big data and deep learning in medical imaging and in relation to medical physics profession. December 27, 2018