Florian Knoll

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	All	Since 2015
Citations	2452	2211
h-index	21	19
i10-index	34	31

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201020112012201320142015201620172018201920208 10 31 95 79 112 157 193 380 590 756

Co-authors

Daniel SodicksonVice-Chair for Research, Department of Radiology, New York University School of MedicineVerified email at med.nyu.edu
Rudolf StollbergerGraz University of TechnologyVerified email at tugraz.at
Kristian BrediesUniversity of GrazVerified email at uni-graz.at
Thomas PockProfessor of Computer Science, TU GrazVerified email at icg.tugraz.at
Kerstin HammernikTechnical University of MunichVerified email at tum.de
Christian ClasonFakultät für Mathematik, Universität Duisburg-EssenVerified email at uni-due.de
Martijn CloosThe University of QueenslandVerified email at uq.edu.au
Erich KoblerInstitute of Computer Graphics and Vision, Graz Universtiy of TechnologyVerified email at icg.tugraz.at
Ricardo OtazoMemorial Sloan Kettering Cancer CenterVerified email at mskcc.org
Kai Tobias BlockNYU School of MedicineVerified email at nyumc.org
Matthew J. MuckleyResearch Engineer, Facebook AI ResearchVerified email at fb.com
Jakob AssländerNew York University School of MedicineVerified email at nyumc.org
Riccardo LattanziAssociate Professor of Radiology, Electrical and Computer Engineering, New York UniversityVerified email at nyumc.org
Martin UeckerProfessor, University Medical Center GöttingenVerified email at med.uni-goettingen.de
Martin HollerUniversity of GrazVerified email at uni-graz.at
Teresa KlatzerPhD Student, Graz University of TechnologyVerified email at icg.tugraz.at
Fernando BoadaProfessor of Radiology, Psychiatry and NeurosurgeryVerified email at nyumc.org
Johan NuytsProfessor, KU LeuvenVerified email at uz.kuleuven.be
Jürgen HENNIGProf. of Medical Physics, University Medical Center FreiburgVerified email at uniklinik-freiburg.de
Michael HintermüllerWeierstrass Institute for Applied Analysis and Stochastics, and Humboldt-Universität zu BerlinVerified email at math.hu-berlin.de

Florian Knoll

New York University

Verified email at nyumc.org - Homepage

Magnetic Resonance Imaging Machine Learning Inverse Problems Image Reconstruction


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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	512	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	454	2011
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	124	2016
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	122	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	110	2012
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	95	2018
Total generalized variation in diffusion tensor imaging T Valkonen, K Bredies, F Knoll SIAM Journal on Imaging Sciences 6 (1), 487-525, 2013	94	2013
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	76	2019
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	74	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	68	2011
Gibbs ringing in diffusion MRI J Veraart, E Fieremans, IO Jelescu, F Knoll, DS Novikov Magnetic resonance in medicine 76 (1), 301-314, 2016	66	2016
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	50	2014
gpuNUFFT-an open source GPU library for 3D regridding with direct Matlab interface F Knoll, A Schwarzl, C Diwoky, DK Sodickson Proceedings of the 22nd annual meeting of ISMRM, Milan, Italy, 4297, 2014	48	2014
Learning a variational model for compressed sensing MRI reconstruction K Hammernik, F Knoll, D Sodickson, T Pock Proceedings of the International Society of Magnetic Resonance in Medicine …, 2016	34	2016
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	33*	2020
Fast reduction of undersampling artifacts in radial MR angiography with 3D total variation on graphics hardware F Knoll, M Unger, C Diwoky, C Clason, T Pock, R Stollberger Magnetic resonance materials in physics, biology and medicine 23 (2), 103-114, 2010	33	2010
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	32	2015
Reconstruction of undersampled radial PatLoc imaging using total generalized variation F Knoll, G Schultz, K Bredies, D Gallichan, M Zaitsev, J Hennig, ... Magnetic resonance in medicine 70 (1), 40-52, 2013	29	2013
Artificial intelligence in musculoskeletal imaging: current status and future directions S Gyftopoulos, D Lin, F Knoll, AM Doshi, TC Rodrigues, MP Recht American Journal of Roentgenology 213 (3), 506-513, 2019	26	2019
Preconditioned ADMM with nonlinear operator constraint M Benning, F Knoll, CB Schönlieb, T Valkonen IFIP Conference on System Modeling and Optimization, 117-126, 2015	22	2015

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