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Stereotactical normalization with multiple templates representative of normal and Parkinson-typical reduction of striatal uptake improves the discriminative power of automatic semi-quantitative analysis in dopamine transporter SPECT.

Ivayla ApostolovaTassilo SchieblerCatharina LangeFranziska Lara MathiesWencke LehnertSusanne KlutmannRalph Buchert
Published in: EJNMMI physics (2023)
Multiple templates representative of normal and different levels of Parkinson-typical reduction for stereotactical normalization of DAT-SPECT might provide improved separation between normal and reduced putamen SBR that could result in slightly improved power for the detection of nigrostriatal degeneration.
Keyphrases
  • cross sectional
  • pet ct
  • machine learning
  • parkinson disease
  • deep learning
  • functional connectivity
  • label free
  • loop mediated isothermal amplification