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An augmented hybrid multibaseline and referenceless MR thermometry motion compensation algorithm for MRgHIFU hyperthermia.

Suzanne M WongArthur AkbulatovCraig A MacsemchukAndrew HeadrickPhoebe LuoJames M DrakeAdam C Waspe
Published in: Magnetic resonance in medicine (2024)
The PCA-PDF algorithm improved temperature accuracy to <1°C during periodic motion, but was not able to adequately address sporadic motion. By augmenting the PCA-PDF algorithm, temperature SD during large sporadic motion was also reduced to <1°C, greatly improving the original PCA-PDF algorithm.
Keyphrases
  • machine learning
  • deep learning
  • high speed
  • neural network
  • amyotrophic lateral sclerosis
  • magnetic resonance imaging