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End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN
- 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.
- Subjects :
- FOS: Computer and information sciences
Computer Vision and Pattern Recognition (cs.CV)
Image and Video Processing (eess.IV)
Computer Science - Computer Vision and Pattern Recognition
FOS: Electrical engineering, electronic engineering, information engineering
Electrical Engineering and Systems Science - Image and Video Processing
Subjects
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....b522283403e18f7f63d13fb82981f6f0
- Full Text :
- https://doi.org/10.48550/arxiv.1806.05233