Radiology Reducing energy consumption in musculoskeletal MRI using shorter scan protocols, optimized magnet cooling patterns, and deep learning sequences. September 6, 2024
Cardiology | Radiology Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging. August 1, 2024
Medical Imaging | Radiology Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set. January 29, 2024
Radiology Deep learning-based age estimation from clinical Computed Tomography image data of the thorax and abdomen in the adult population. November 7, 2023
Medical Imaging | Radiology Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging. June 12, 2023
Radiology Better Together: Data Harmonization and Cross-Study Analysis of Abdominal MRI Data From UK Biobank and the German National Cohort. February 2, 2023
Radiology Automated imaging-based abdominal organ segmentation and quality control in 20,000 participants of the UK Biobank and German National Cohort Studies. November 5, 2022
Oncology | Radiology A whole-body FDG-PET/CT Dataset with manually annotated Tumor Lesions. October 4, 2022
Cardiology | Radiology End-to-End Deep Learning of Non-rigid Groupwise Registration and Reconstruction of Dynamic MRI. May 16, 2022
Nephrology | Radiology Multiparametric Functional MRI of the Kidney: Current State and Future Trends with Deep Learning Approaches. March 10, 2022
Radiology Deep Learning Applications in Magnetic Resonance Imaging: Has the Future Become Present? December 24, 2021