Login / Signup

Functional, anatomical and diffusion tensor MRI study of radiology expertise.

David J OuelletteEric Van StaalduinenSyed H HussainiSindhuja T GovindarajanPatricia StefancinDan-Ling HsuTimothy Q Duong
Published in: PloS one (2020)
Radiologists and non-radiologists had no significant difference in structural metrics. However, in diagnosis tasks, radiologists showed markedly lower task-related brain activations overall as well as a number of high-order visual and non-visual brain regions than non-radiologists. Some brain circuits appear to be uniquely associated with differential-diagnosis paradigm expertise that are not involved in simpler object-recognition cases. Improved understanding of the brain circuitry involved in acquisition of expertise might be used to design optimal training paradigms.
Keyphrases
  • artificial intelligence
  • resting state
  • functional connectivity
  • working memory
  • magnetic resonance imaging
  • deep learning
  • magnetic resonance
  • diffusion weighted imaging