32 citations · 67 across the 14 of their papers we have counts for
5 papers · 1 filter
CoverBLIP: accelerated and scalable iterative matched-filtering for Magnetic Resonance Fingerprint reconstruction
Mohammad Golbabaee, Zhouye Chen, Yves Wiaux +1
Current popular methods for Magnetic Resonance Fingerprint (MRF) recovery are bottlenecked by the heavy computations of a matched-filtering step due to the growing size and complex…
Balanced multi-shot EPI for accelerated Cartesian MRF: An alternative to spiral MRF
Arnold Julian Vinoj Benjamin, Pedro A. Gómez, Mohammad Golbabaee +4
The main purpose of this study is to show that a highly accelerated Cartesian MRF scheme using a multi-shot EPI readout (i.e. multi-shot EPI-MRF) can produce good quality multi-par…
CoverBLIP: scalable iterative matched filtering for MR Fingerprint recovery
Mohammad Golbabaee, Zhouye Chen, Yves Wiaux +1
Current proposed solutions for the high dimensionality of the MRF reconstruction problem rely on a linear compression step to reduce the matching computations and boost the efficie…
Geometry of Deep Learning for Magnetic Resonance Fingerprinting
Mohammad Golbabaee, Dongdong Chen, Pedro A. Gómez +2
Current popular methods for Magnetic Resonance Fingerprint (MRF) recovery are bottlenecked by the heavy storage and computation requirements of a dictionary-matching (DM) step due…
Rest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart Schemes
Junqi Tang, Mohammad Golbabaee, Francis Bach +1
We propose a structure-adaptive variant of the state-of-the-art stochastic variance-reduced gradient algorithm Katyusha for regularized empirical risk minimization. The proposed me…