English

End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN

Computer Vision and Pattern Recognition 2018-06-15 v1 Image and Video Processing

Abstract

In this work, we use a deep learning framework for simultaneous classification and regression of Parkinson disease diagnosis based on MR-Images and personal information (i.e. age, gender). We intend to facilitate and increase the confidence in Parkinson disease diagnosis through our deep learning framework.

Keywords

Cite

@article{arxiv.1806.05233,
  title  = {End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN},
  author = {Soheil Esmaeilzadeh and Yao Yang and Ehsan Adeli},
  journal= {arXiv preprint arXiv:1806.05233},
  year   = {2018}
}