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Image downsampling expedited adaptive least-squares (IDEAL) fitting improves intravoxel incoherent motion (IVIM) analysis in the human kidney.

Julia StabinskaHelge Jörn ZöllnerThomas A ThielHans-Jörg WittsackAlexandra Ljimani
Published in: Magnetic resonance in medicine (2022)
The proposed fitting algorithm yields more robust IVIM parameter estimates and is less susceptible to poor SNR than the conventional fitting approaches. Thus, the IDEAL approach has the potential to improve the reliability of renal DW-MRI analysis for clinical applications.
Keyphrases
  • diffusion weighted imaging
  • contrast enhanced
  • magnetic resonance imaging
  • endothelial cells
  • deep learning
  • machine learning