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Improved Automatic Detection of New T2 Lesions in Multiple Sclerosis Using Deformation Fields.

Mariano CabezasJ F CorralArnau OliverYago DiezMar TintoreCristina AugerXavier MontalbanXavier LladóDeborah ParetoÀlex Rovira
Published in: AJNR. American journal of neuroradiology (2016)
The deformation field-based approach proposed in this study for detecting new/enlarging T2 lesions resulted in significantly fewer false-positives while maintaining most true-positives and showed a good correlation with visual detection annotations. This approach could reduce user interaction and inter- and intraobserver variability.
Keyphrases
  • multiple sclerosis
  • loop mediated isothermal amplification
  • real time pcr
  • label free
  • machine learning
  • deep learning
  • white matter