Nuclear Medicine | Radiology A personalized deep learning denoising strategy for low-count PET images. June 13, 2022
Neurology | Radiology Assessment of data consistency through cascades of independently recurrent inference machines for fast and robust accelerated MRI reconstruction. June 12, 2022
Oncology | Radiology | Radiotherapy Real-time MRI motion estimation through an unsupervised k-space-driven deformable registration network (KS-RegNet). June 6, 2022
Radiology Reference-free learning-based similarity metric for motion compensation in cone-beam CT. May 31, 2022
Ophthalmology A curriculum learning-based fully automated system for quantification of the choroidal structure in highly myopic patients. May 31, 2022
Medical Physics | Nuclear Medicine | Radiology Simulation study on 3D convolutional neural networks for time-of-flight prediction in monolithic PET detectors using digitized waveforms. May 26, 2022
Medical Imaging | Oncology | Radiation Oncology Locoregional recurrence prediction in head & neck cancer based on multi-modality and multi-view feature expansion. May 25, 2022
Neurosurgery | Radiology Joint synthesis and registration network for deformable MR-CBCT image registration for neurosurgical guidance. May 24, 2022
Radiation Oncology | Radiology Machine learning-based detection of aberrant deep learning segmentations of target and organs at risk for prostate radiotherapy using a secondary segmentation algorithm. May 13, 2022
Medical Physics | Radiation Oncology | Radiology Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning. May 11, 2022
Neurology | Oncology | Radiology Overall survival time prediction for glioblastoma using multimodal deep KNN. May 9, 2022