Radiology Neural networks-based regularization for large-scale medical image reconstruction. June 3, 2020
Oncology | Radiology Deep learning on mammary glands distribution for architectural distortion detection in digital breast tomosynthesis. June 2, 2020
Medical Physics | Neurology | Radiology Investigating the challenges and generalizability of deep learning brain conductivity mapping. May 14, 2020
Radiation Oncology | Radiology Deep learning-based image reconstruction and motion estimation from undersampled radial k-space for real-time MRI-guided radiotherapy. May 14, 2020
Radiology Artifact removal using a hybrid-domain convolutional neural network for limited-angle computed tomography imaging. May 5, 2020
Radiology A dual-domain deep learning-based reconstruction method for fully 3D sparse data helical CT. May 4, 2020
Medical Physics | Oncology | Radiology Label-driven MRI-US registration using weakly-supervised learning for MRI-guided prostate radiotherapy. April 24, 2020
Radiation Oncology | Radiology Abdominal synthetic CT generation from MR Dixon images using a U-Net trained with "semi-synthetic" CT data. April 24, 2020
Oncology | Radiology Multifaceted radiomics for distant metastasis prediction in head & neck cancer. April 15, 2020
Nuclear Medicine | Radiology Motion correction of respiratory-gated PET images using deep learning based image registration framework. April 3, 2020
Medical Physics | Radiation Oncology Development of integrated prompt gamma imaging and positron emission tomography system for in vivo 3-D dose verification: a Monte Carlo study. April 2, 2020
Medical Physics | Nuclear Medicine | Radiology Deep learning based methods for gamma ray interaction location estimation in monolithic scintillation crystal detectors. April 2, 2020