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Florian Knöll | Researchclopedia

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Florian Knöll

221

Works

7,970

Citations

37

h-index

69

i10-index

Research Topics

Advanced MRI Techniques and Applications Medical Imaging Techniques and Applications Radiomics and Machine Learning in Medical Imaging

Affiliations

Karlsruhe Institute of Technology2018–2018

FZI Research Center for Information Technology2018–2018

Friedrich-Alexander-Universität Erlangen-Nürnberg2018–2025

Medical University of Graz2010–2012

Université Paris Cité2024–2024

Top Works

Learning a variational network for reconstruction of accelerated MRI data

Kerstin Hammernik,Teresa Klatzer,et al.

20171,660 citations

MRI in cancer diagnosis

Advanced X-ray and CT Imaging

Second order total generalized variation (TGV) for MRI

Florian Knöll,Kristian Bredies,et al.

2010629 citations

fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Jure Žbontar,Florian Knöll,et al.

2018573 citations

fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning

Florian Knöll,Jure Žbontar,et al.

2020385 citations

Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues

Florian Knöll,Kerstin Hammernik,et al.

2020376 citations

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

Matthew J. Muckley,Bruno Riemenschneider,et al.

2021287 citations

Artificial Intelligence for MR Image Reconstruction: An Overview for Clinicians

Dana J. Lin,Patricia M. Johnson,et al.

2020272 citations

Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge

Florian Knöll,Tullie Murrell,et al.

2020253 citations

Assessment of the generalization of learned image reconstruction and the potential for transfer learning

Florian Knöll,Kerstin Hammernik,et al.

2018219 citations