Florian Knöll
Publications by Year
Research Areas
Advanced MRI Techniques and Applications, Medical Imaging Techniques and Applications, Radiomics and Machine Learning in Medical Imaging, MRI in cancer diagnosis, Advanced X-ray and CT Imaging
Most-Cited Works
- → Learning a variational network for reconstruction of accelerated MRI data(2017)1,659 cited
- → Second order total generalized variation (TGV) for MRI(2010)628 cited
- → fastMRI: An Open Dataset and Benchmarks for Accelerated MRI(2018)572 cited
- → fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning(2020)384 cited
- → Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues(2020)373 cited
- → Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction(2021)287 cited
- → Artificial Intelligence for MR Image Reconstruction: An Overview for Clinicians(2020)272 cited
- → Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge(2020)253 cited
- → Assessment of the generalization of learned image reconstruction and the potential for transfer learning(2018)219 cited
- → Low rank alternating direction method of multipliers reconstruction for MR fingerprinting(2017)202 cited