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Visualization of thermal washout due to spatiotemporally heterogenous perfusion in the application of a model-based control algorithm for MR-HIFU mediated hyperthermia.

Lukas Christian SebekePia RademannAlexandra Claudia MaulSin Yuin YeoJuan Daniel Castillo GómezDaniel A DeenenPatrick SchmidtBram de JagerW P M H HeemelsJuan Daniel Castillo-GómezEdwin Heijman
Published in: International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group (2021)
The MPC controller generates temperature distributions with a narrow spectrum of voxel temperatures inside the target ROI despite the presence of spatiotemporally heterogeneous perfusion due to the rapid thermometry feedback available with MR-HIFU and the flexible allocation of heating power. The visualization of spatiotemporally heterogeneous perfusion presents new research opportunities for the investigation of stimulated perfusion in hypoxic tumor regions.
Keyphrases
  • contrast enhanced
  • magnetic resonance imaging
  • high intensity
  • magnetic resonance
  • computed tomography
  • machine learning
  • deep learning