Florian Knoll

Scopus Author ID Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Diffusion Weighted Imaging

Top Venues

Magnetic resonance in medicine

Radiology. Artificial intelligence

Scientific reports

This page only lists publications with an associated author ORCID identifier.

Publications

Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Ali Guermazi, Patrick Omoumi, Mickael Tordjman, Jan Fritz, Richard Kijowski, Nor-Eddine Regnard, John Carrino, Charles E Kahn, Florian Knoll, Daniel Ruckert, Frank W Roemer, Daichi Hayashi
How AI May Transform Musculoskeletal Imaging. Radiology 310 (1) (2024)
Marc Vornehm, Jens Wetzl, Daniel Giese, Florian Fürnrohr, Jianing Pang, Kelvin Chow, Rolf Gebker, Rizwan Ahmad, Florian Knoll
CineVN: Variational network reconstruction for rapid functional cardiac cine MRI. Magnetic resonance in medicine (2024)
Jonghyun Bae, Zhengguo Tan, Eddy Solomon, Zhengnan Huang, Laura Heacock, Linda Moy, Florian Knoll, Sungheon Gene Kim
Digital reference object toolkit of breast DCE MRI for quantitative evaluation of image reconstruction and analysis methods. Magnetic resonance in medicine 92 (4) (2024)
Jonghyun Bae, Zhengguo Tan, Eddy Solomon, Zhengnan Huang, Laura Heacock, Linda Moy, Florian Knoll, Sungheon Gene Kim
Digital reference object toolkit of breast DCE MRI for quantitative evaluation of image reconstruction and analysis methods. Magnetic resonance in medicine (2024)
Patricia M Johnson, Dana J Lin, Jure Zbontar, C Lawrence Zitnick, Anuroop Sriram, Matthew J Muckley, James S Babb, Mitchell Kline, Gina Ciavarra, Erin F Alaia, Mohammad Samim, William R Walter, Liz Calderon, Thomas Pock, Daniel K Sodickson, Michael P Recht, Florian Knoll
Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI. Radiology (2023)
Alireza Radmanesh, Matthew J Muckley, Tullie Murrell, Emma Lindsey, Anuroop Sriram, Florian Knoll, Daniel K Sodickson, Yvonne W Lui
Exploring the Acceleration Limits of Deep Learning Variational Network-based Two-dimensional Brain MRI. Radiology. Artificial intelligence 4 (6) (2022)
Alireza Radmanesh, Matthew J Muckley, Tullie Murrell, Emma Lindsey, Anuroop Sriram, Florian Knoll, Daniel K Sodickson, Yvonne W Lui
Exploring the Acceleration Limits of Deep Learning Variational Network-based Two-dimensional Brain MRI. Radiology. Artificial intelligence 4 (6) (2022)
Jonghyun Bae, Zhengnan Huang, Florian Knoll, Krzysztof Geras, Terlika Pandit Sood, Li Feng, Laura Heacock, Linda Moy, Sungheon Gene Kim
Estimation of the capillary level input function for dynamic contrast-enhanced MRI of the breast using a deep learning approach. Magnetic resonance in medicine 87 (5) (2022)
Florian Knoll, Jure Zbontar, Anuroop Sriram, Matthew J Muckley, Mary Bruno, Aaron Defazio, Marc Parente, Krzysztof J Geras, Joe Katsnelson, Hersh Chandarana, Zizhao Zhang, Michal Drozdzalv, Adriana Romero, Michael Rabbat, Pascal Vincent, James Pinkerton, Duo Wang, Nafissa Yakubova, Erich Owens, C Lawrence Zitnick, Michael P Recht, Daniel K Sodickson, Yvonne W Lui
fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning. Radiology. Artificial intelligence 2 (1) (2020)
Matthew J Muckley, Benjamin Ades-Aron, Antonios Papaioannou, Gregory Lemberskiy, Eddy Solomon, Yvonne W Lui, Daniel K Sodickson, Els Fieremans, Dmitry S Novikov, Florian Knoll
Training a neural network for Gibbs and noise removal in diffusion MRI. Magnetic resonance in medicine 85 (1) (2020)
Marcelo Victor Wüst Zibetti, Patricia M Johnson, Azadeh Sharafi, Kerstin Hammernik, Florian Knoll, Ravinder R Regatte
Rapid mono and biexponential 3D-T1ρ mapping of knee cartilage using variational networks. Scientific reports 10 (1) (2020)
Oliver Maier, Steven Hubert Baete, Alexander Fyrdahl, Kerstin Hammernik, Seb Harrevelt, Lars Kasper, Agah Karakuzu, Michael W Loecher, Franz Patzig, Ye Tian, Ke Wang, Daniel Gallichan, Martin Uecker, Florian Knoll
CG-SENSE revisited: Results from the first ISMRM reproducibility challenge. Magnetic resonance in medicine 85 (4) (2020)
Florian Knoll, Tullie Murrell, Anuroop Sriram, Nafissa Yakubova, Jure Zbontar, Michael Rabbat, Aaron Defazio, Matthew J Muckley, Daniel K Sodickson, C Lawrence Zitnick, Michael P Recht
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge. Magnetic resonance in medicine 84 (6) (2020)