Florian Knöll - Publications, H-index & Citations

Florian Knöll

friedrich-alexander-universität erlangen-nurnberg

37H指数

223论文数

8.0K被引数

收录论文 43

发表时间

A Deep Nonlinear Subspace Modeling and Reconstruction for Diffusion-Weighted Imaging Using Denoising Auto-Encoder 基于去噪自编码器的扩散加权成像深度非线性子空间建模与重建

Magnetic Resonance in Medicine

IF3

2026-09-15

OAAI

Julius Glaser; Zhengguo Tan; Annika Hofmann; Frederik Bernd Laun; Florian Knoll

Zero-Shot Self-Supervised Learning of Single Breath-Hold Magnetic Resonance Cholangiopancreatography (MRCP) Reconstruction 零样本自监督学习单屏气磁共振胰胆管成像（MRCP）重建

Magnetic Resonance in Medicine

IF3

2026-06-12

OAAI

Jinho Kim; Marcel Dominik Nickel; Florian Knoll

Fat/Water Separation at 7 T Using a 3D Radial Sequence With Quasi-Continuous Echo Times 7 T下使用具有准连续回波时间的3D径向序列进行脂肪/水分离

Magnetic Resonance in Medicine

IF3

2026-02-26

OAAI

Matthias Rohe; Katharina Tkotz; Armin M. Nagel; Stefan Sommer; Max Brockmüller; Florian Knoll; Michael Uder; Nico Egger; Frederik B. Laun; Tobias Wilferth

High-Resolution Diffusion-Weighted Imaging With Self-Gated Self-Supervised Unrolled Reconstruction

Magnetic Resonance in Medicine

IF3

2026-01-22

OAAI

Zhengguo Tan; Patrick A. Liebig; Annika Hofmann; Frederik B. Laun; Florian Knoll

Multi-dynamic deep image prior for cardiac MRI 多动态深度图像先验用于心脏MRI

Magnetic Resonance in Medicine

IF3

2025-07-22

OAAI

Marc Vornehm; Chong Chen; Muhammad A. Sultan; Syed M. Arshad; Yuchi Han; Florian Knoll; Rizwan Ahmad

CineVN: Variational network reconstruction for rapid functional cardiac cine MRI CineVN: 用于快速功能性心脏电影MRI的变分网络重建

MAGNETIC RESONANCE IN MEDICINE

IF3

2024-08-26

OAAI

Vornehm, Marc; Wetzl, Jens; Giese, Daniel; Fuernrohr, Florian; Pang, Jianing; Chow, Kelvin; Gebker, Rolf; Ahmad, Rizwan; Knoll, Florian

Digital reference object toolkit of breast DCE MRI for quantitative evaluation of image reconstruction and analysis methods

MAGNETIC RESONANCE IN MEDICINE

IF3

2024-05-22

PREAI

Bae, Jonghyun; Tan, Zhengguo; Solomon, Eddy; Huang, Zhengnan; Heacock, Laura; Moy, Linda; Knoll, Florian; Kim, Sungheon Gene

How AI May Transform Musculoskeletal Imaging

RADIOLOGY

IF15.2

2024-01-01

PREAI

Guermazi, Ali; Omoumi, Patrick; Tordjman, Mickael; Fritz, Jan; Kijowski, Richard; Regnard, Nor-Eddine; Carrino, John; Kahn Jr, Charles E.; Knoll, Florian; Rueckert, Daniel; W.Roemer, Frank; Hayashi, Daichi

How AI May Transform Musculoskeletal Imaging (Vol 310, 10.1148/radiol.230764, 2024)

RADIOLOGY

IF15.2

2024-01-01

OAAI

Stable Deep MRI Reconstruction Using Generative Priors

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-12-01

OAAI

Zach, Martin; Knoll, Florian; Pock, Thomas

Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI

RADIOLOGY

IF15.2

2023-04-01

OAAI

Johnson, Patricia M.; Lin, Dana J.; Zbontar, Jure; Zitnick, C. Lawrence; Sriram, Anuroop; Muckley, Matthew; Babb, James S.; Kline, Mitchell; Ciavarra, Gina; Alaia, Erin; Samim, Mohammad; Walter, William R.; Calderon, Liz; Pock, Thomas; Sodickson, Daniel K.; Recht, Michael P.; Knoll, Florian

Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2023-01-01

PREAI

Hammernik, Kerstin; Kustner, Thomas; Yaman, Burhaneddin; Huang, Zhengnan; Rueckert, Daniel; Knoll, Florian; Akcakaya, Mehmet

Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-02-01

OAAI

Narnhofer, Dominik; Effland, Alexander; Kobler, Erich; Hammernik, Kerstin; Knoll, Florian; Pock, Thomas

Estimation of the capillary level input function for dynamic contrast-enhanced MRI of the breast using a deep learning approach 使用深度学习方法估算乳腺动态对比增强MRI的毛细血管水平输入函数

MAGNETIC RESONANCE IN MEDICINE

IF3

2022-01-09

OAAI

Bae, Jonghyun; Huang, Zhengnan; Knoll, Florian; Geras, Krzysztof; Sood, Terlika Pandit; Feng, Li; Heacock, Laura; Moy, Linda; Kim, Sungheon Gene

Deep Learning Reconstruction Enables Highly Accelerated Biparametric MR Imaging of the Prostate 深度学习重建可实现高度加速的前列腺双参数MR成像

JOURNAL OF MAGNETIC RESONANCE IMAGING

IF3.5

2021-12-07

OAAI

Johnson, Patricia M.; Tong, Angela; Donthireddy, Awani; Melamud, Kira; Petrocelli, Robert; Smereka, Paul; Qian, Kun; Keerthivasan, Mahesh B.; Chandarana, Hersh; Knoll, Florian

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

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-09-01

122

OAAI

Muckley, Matthew J.; Riemenschneider, Bruno; Radmanesh, Alireza; Kim, Sunwoo; Jeong, Geunu; Ko, Jingyu; Jun, Yohan; Shin, Hyungseob; Hwang, Dosik; Mostapha, Mahmoud; Arberet, Simon; Nickel, Dominik; Ramzi, Zaccharie; Ciuciu, Philippe; Starck, Jean-Luc; Teuwen, Jonas; Karkalousos, Dimitrios; Zhang, Chaoping; Sriram, Anuroop; Huang, Zhengnan; Yakubova, Nafissa; Lui, Yvonne W.; Knoll, Florian

CG-SENSE revisited: Results from the first ISMRM reproducibility challenge

MAGNETIC RESONANCE IN MEDICINE

IF3

2020-11-12

OAAI

Maier, Oliver; Baete, Steven Hubert; Fyrdahl, Alexander; Hammernik, Kerstin; Harrevelt, Seb; Kasper, Lars; Karakuzu, Agah; Loecher, Michael; Patzig, Franz; Tian, Ye; Wang, Ke; Gallichan, Daniel; Uecker, Martin; Knoll, Florian

Rapid mono and biexponential 3D-T1ρ mapping of knee cartilage using variational networks 使用变分网络对膝关节软骨进行快速单指数和双指数3D-T1ρ 映射

SCIENTIFIC REPORTS

IF3.9

2020-11-05

OAAI

Zibetti, Marcelo V. W.; Johnson, Patricia M.; Sharafi, Azadeh; Hammernik, Kerstin; Knoll, Florian; Regatte, Ravinder R.

Training a neural network for Gibbs and noise removal in diffusion MRI 训练神经网络用于Gibbs和扩散MRI中的噪声去除

MAGNETIC RESONANCE IN MEDICINE

IF3

2020-07-14

OAAI

Muckley, Matthew J.; Ades-Aron, Benjamin; Papaioannou, Antonios; Lemberskiy, Gregory; Solomon, Eddy; Lui, Yvonne W.; Sodickson, Daniel K.; Fieremans, Els; Novikov, Dmitry S.; Knoll, Florian

Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge 通过公开竞赛推进MR图像重建的机器学习: 2019 fastMRI挑战概述

MAGNETIC RESONANCE IN MEDICINE

IF3

2020-06-07

151

OAAI

Knoll, Florian; Murrell, Tullie; Sriram, Anuroop; Yakubova, Nafissa; Zbontar, Jure; Rabbat, Michael; Defazio, Aaron; Muckley, Matthew J.; Sodickson, Daniel K.; Zitnick, C. Lawrence; Recht, Michael P.

研究方向