activity
20172026
most citedMR fingerprinting Deep RecOnstruction NEtwork (DRONE)

321 citations · 576 across the 6 of their papers we have counts for

collaborators

8 papers

physics.med-ph2026

Quantitative Chemical Exchange Saturation Transfer Imaging with Golden-Angle Radial k-Space and Locally Low-Rank Reconstruction

Ouri Cohen, Elizabeth J. Sutton, Robert J. Young +1

Chemical exchange saturation transfer magnetic resonance fingerprinting (CEST-MRF) is a promising quantitative molecular imaging technique. To reduce scan time, current CEST-MRF im…

physics.med-ph2024

DCE-Qnet: Deep Network Quantification of Dynamic Contrast Enhanced (DCE) MRI

Ouri Cohen, Soudabeh Kargar, Sungmin Woo +2

Introduction: Quantification of dynamic contrast-enhanced (DCE)-MRI has the potential to provide valuable clinical information, but robust pharmacokinetic modeling remains a challe…

physics.med-ph2022★ 1 cited

Rapid 3D Multiparametric Mapping of Brain Metastases with Deep Learning-Based Phase-Sensitive MR Fingerprinting

Victoria Y. Yu, Kathryn R. Tringale, Ricardo Otazo +1

In MR fingerprinting (MRF) reconstruction, measured data is pattern-matched to simulated signals to extract quantitative tissue parameters. A critical drawback to this approach is…

physics.med-ph2021★ 66 cited

CEST MR fingerprinting (CEST-MRF) for Brain Tumor Quantification Using EPI Readout and Deep Learning Reconstruction

Ouri Cohen, Victoria Y. Yu, Kathryn R. Tringale +4

: To develop a clinical CEST MR fingerprinting (CEST-MRF) method for brain tumor quantification using EPI acquisition and deep learning reconstruction. $\textbf{M…

physics.med-ph2019★ 58 cited

CEST MR-Fingerprinting: practical considerations and insights for acquisition schedule design and improved reconstruction

Or Perlman, Kai Herz, Moritz Zaiss +3

Purpose: To understand the influence of various acquisition parameters on the ability of CEST MR-Fingerprinting (MRF) to discriminate different chemical exchange parameters and to…

physics.med-ph2018

Ex Vivo Mouse Brain Microscopy at 15T with Loop-Gap RF Coil

Ouri Cohen, Jerome L. Ackerman

The design of a loop-gap-resonator RF coil optimized for ex vivo mouse brain microscopy at ultra high fields is described and its properties characterized using simulations, phanto…

physics.med-ph2017★ 130 cited

Rapid and Quantitative Chemical Exchange Saturation Transfer (CEST) Imaging with Magnetic Resonance Fingerprinting (MRF)

Ouri Cohen, Shuning Huang, Michael T. McMahon +2

Purpose: To develop a fast magnetic resonance fingerprinting (MRF) method for quantitative chemical exchange saturation transfer (CEST) imaging. Methods: We implemented a CEST-MRF…

cs.CV2017★ 321 cited

MR fingerprinting Deep RecOnstruction NEtwork (DRONE)

Ouri Cohen, Bo Zhu, Matthew S. Rosen

PURPOSE: Demonstrate a novel fast method for reconstruction of multi-dimensional MR Fingerprinting (MRF) data using Deep Learning methods. METHODS: A neural network (NN) is defined…