Preliminary study of substantia nigra analysis by tensorial feature extraction.

Hayato ItohMasahiro OdaShinji SaikiKoji KamagataWataru SakoKei-Ichi IshikawaNobutaka HattoriShigeki AokiKensaku Mori

Published in: International journal of computer assisted radiology and surgery (2024)

We develop a new feature-extraction method for the analysis of the substantia nigra towards PD diagnosis. In the experiments, even though the classification accuracy with the proposed feature extraction method and linear discriminant analysis is lower than that of expert physicians, the results suggest the potential of tensorial feature extraction.

Keyphrases

machine learning
deep learning
primary care
neural network
risk assessment