A new computer vision-based approach to aid the diagnosis of parkinson's disease

Highlights • To develop a new dataset based on handwritten exams to aid Parkinson's Disease diagnosis; • To propose a new approach to extract features from those exams based on image processing; • To evaluate the features extracted from the dataset over two different drawings: spirals and meand...

Full description

Saved in:
Bibliographic Details
Published in:Computer methods and programs in biomedicine 2016-11, Vol.136, p.79-88
Main Authors: Pereira, Clayton R, Pereira, Danilo R, Silva, Francisco A, Masieiro, João P, Weber, Silke A.T, Hook, Christian, Papa, João P
Format: Article
Language:English
Subjects:
Diagnosis, Computer-Assisted
Humans
Internal Medicine
Micrography
Models, Theoretical
Other
Parkinson Disease - diagnosis
Parkinson's disease
Pattern recognition
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Highlights • To develop a new dataset based on handwritten exams to aid Parkinson's Disease diagnosis; • To propose a new approach to extract features from those exams based on image processing; • To evaluate the features extracted from the dataset over two different drawings: spirals and meanders; • To make available the dataset to the scientific community.
ISSN:0169-2607
1872-7565
DOI:10.1016/j.cmpb.2016.08.005