Florian Knoll
Learning a variational network for reconstruction of accelerated MRI data
K Hammernik, T Klatzer, E Kobler, MP Recht, DK Sodickson, T Pock, ...
Magnetic resonance in medicine 79 (6), 3055-3071, 2018
Second order total generalized variation (TGV) for MRI
F Knoll, K Bredies, T Pock, R Stollberger
Magnetic resonance in medicine 65 (2), 480-491, 2011
fastMRI: An open dataset and benchmarks for accelerated MRI
J Zbontar, F Knoll, A Sriram, T Murrell, Z Huang, MJ Muckley, A Defazio, ...
arXiv preprint arXiv:1811.08839, 2018
Multiparametric imaging with heterogeneous radiofrequency fields
MA Cloos, F Knoll, T Zhao, KT Block, M Bruno, GC Wiggins, ...
Nature communications 7 (1), 1-10, 2016
Low rank alternating direction method of multipliers reconstruction for MR fingerprinting
J Assländer, MA Cloos, F Knoll, DK Sodickson, J Hennig, R Lattanzi
Magnetic resonance in medicine 79 (1), 83-96, 2018
Parallel imaging with nonlinear reconstruction using variational penalties
F Knoll, C Clason, K Bredies, M Uecker, R Stollberger
Magnetic resonance in medicine 67 (1), 34-41, 2012
Assessment of the generalization of learned image reconstruction and the potential for transfer learning
F Knoll, K Hammernik, E Kobler, T Pock, MP Recht, DK Sodickson
Magnetic resonance in medicine 81 (1), 116-128, 2019
Deep-learning methods for parallel magnetic resonance imaging reconstruction: A survey of the current approaches, trends, and issues
F Knoll, K Hammernik, C Zhang, S Moeller, T Pock, DK Sodickson, ...
IEEE signal processing magazine 37 (1), 128-140, 2020
Total generalized variation in diffusion tensor imaging
T Valkonen, K Bredies, F Knoll
SIAM Journal on Imaging Sciences 6 (1), 487-525, 2013
Joint MR-PET reconstruction using a multi-channel image regularizer
F Knoll, M Holler, T Koesters, R Otazo, K Bredies, DK Sodickson
IEEE transactions on medical imaging 36 (1), 1-16, 2016
Gibbs ringing in diffusion MRI
J Veraart, E Fieremans, IO Jelescu, F Knoll, DS Novikov
Magnetic resonance in medicine 76 (1), 301-314, 2016
Adapted random sampling patterns for accelerated MRI
F Knoll, C Clason, C Diwoky, R Stollberger
Magnetic resonance materials in physics, biology and medicine 24 (1), 43-50, 2011
gpuNUFFT-an open source GPU library for 3D regridding with direct Matlab interface
F Knoll, A Schwarzl, C Diwoky, DK Sodickson
International Society for Magnetic Resonance in Medicine: Scientific Meeting …, 2014
fastMRI: A publicly available raw k-space and DICOM dataset of knee images for accelerated MR image reconstruction using machine learning
F Knoll, J Zbontar, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ...
Radiology: Artificial Intelligence 2 (1), e190007, 2020
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge
F Knoll, T Murrell, A Sriram, N Yakubova, J Zbontar, M Rabbat, A Defazio, ...
Magnetic resonance in medicine 84 (6), 3054-3070, 2020
Artificial intelligence in musculoskeletal imaging: current status and future directions
S Gyftopoulos, D Lin, F Knoll, AM Doshi, TC Rodrigues, MP Recht
AJR. American journal of roentgenology 213 (3), 506, 2019
Fast T2 mapping with improved accuracy using undersampled spin-echo MRI and model-based reconstructions with a generating function
TJ Sumpf, A Petrovic, M Uecker, F Knoll, J Frahm
IEEE transactions on medical imaging 33 (12), 2213-2222, 2014
A model‐based reconstruction for undersampled radial spin‐echo DTI with variational penalties on the diffusion tensor
F Knoll, JG Raya, RO Halloran, S Baete, E Sigmund, R Bammer, T Block, ...
NMR in Biomedicine 28 (3), 353-366, 2015
End-to-end variational networks for accelerated MRI reconstruction
A Sriram, J Zbontar, T Murrell, A Defazio, CL Zitnick, N Yakubova, F Knoll, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
Evaluation of parallel level sets and Bowsher’s method as segmentation-free anatomical priors for time-of-flight PET reconstruction
G Schramm, M Holler, A Rezaei, K Vunckx, F Knoll, K Bredies, F Boada, ...
IEEE transactions on medical imaging 37 (2), 590-603, 2017
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