Locally Low-Rank Denoising of Multi-Echo Functional MRI Data With Application in Resting-State Analysis.

Nolan K MeyerDaehun KangZaki AhmedMyung-Ho InYunhong ShuJohn HustonMatt A BernsteinJoshua D Trzasko

Published in: Topics in magnetic resonance imaging : TMRI (2023)

ME-LLR is demonstrated to suppress non-physiologic noise, enhance functional connectivity map quality, and could potentially facilitate scan time reduction in ME-fMRI.

Keyphrases

resting state
functional connectivity
contrast enhanced
diffusion weighted imaging
computed tomography
magnetic resonance imaging
magnetic resonance
electronic health record
air pollution
diffusion weighted
big data
machine learning
quality improvement
deep learning
artificial intelligence