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

Authors :
Esmaeilzadeh, Soheil
Yang, Yao
Adeli, Ehsan
Publication Year :
2018
Publisher :
arXiv, 2018.

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.

Details

Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....b522283403e18f7f63d13fb82981f6f0
Full Text :
https://doi.org/10.48550/arxiv.1806.05233