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GPU Accelerated Grouped Magnetic Resonance Fingerprinting using Clustering Techniques
Abdul Moiz Hassan1, Rana Muhammad Saad1, Irfan Ullah1, and Hammad Omer1
1Medical Image Processing Research Group (MIPRG), Department of Electrical and Computer Engineering, COMSATS University, Islamabad, Pakistan
Magnetic Resonance Fingerprinting dictionary is grouped using Clustering Techniques and accelerated using parallel GPU framework with minimum memory usage. The aim is to reconstruct T1 and T2 property maps in shorter time.
Table-1: Results from the conventional MRF and the proposed method (i.e. MRF with different clustering methods)
Figure-1: Reconstructed T1/T2 Property Maps from the Reference MRF Method and Clustering