Radiology Deep learning-based noise reduction for coronary CT angiography: using four-dimensional noise-reduction images as the ground truth. December 8, 2022
Neurology | Radiology Computer-aided detection improves brain metastasis identification on non-enhanced CT in less experienced radiologists. November 25, 2022
Radiology Measuring pure ground-glass nodules on computed tomography: assessing agreement between a commercially available deep learning algorithm and radiologists’ readings. November 1, 2022
Neurology | Radiology Application value of T2 fluid-attenuated inversion recovery sequence based on deep learning in static lacunar infarction. October 26, 2022
Emergency Medicine | Orthopedics | Radiology All-star approach to a small medical imaging dataset: combined deep, transfer, and classical machine learning approaches for the determination of radial head fractures. September 5, 2022
Neurology | Oncology | Radiology Differentiation of benign and malignant spinal schwannoma using guided attention inference networks on multi-source MRI: comparison with radiomics method and radiologist-based clinical assessment. August 30, 2022
Orthopedics Integrating model explanations and hybrid priors into deep stacked networks for the “safe zone” prediction of acetabular cup. August 22, 2022
Radiology Deep learning reconstruction allows for usage of contrast agent of lower concentration for coronary CTA than filtered back projection and hybrid iterative reconstruction. August 18, 2022
Cardiology | Radiology Multireader image quality evaluation of dynamic myocardial computed tomography perfusion imaging with a novel four-dimensional noise reduction filter. June 29, 2022
Oncology | Radiology Development of a deep learning-based auto-segmentation algorithm for hepatocellular carcinoma (HCC) and application to predict microvascular invasion of HCC using CT texture analysis: preliminary results. May 16, 2022
Orthopedics | Radiology Automatic diagnosis and grading of patellofemoral osteoarthritis from the axial radiographic view: a deep learning-based approach. April 12, 2022
Radiology Deep learning for automatic segmentation of paraspinal muscle on computed tomography. March 31, 2022