About
Contact & Profiles
A5025725492
Research Areas
- Calibration and Measurement Techniques
- Parkinson's Disease Mechanisms and Treatments
- Satellite Image Processing and Photogrammetry
- Vehicle License Plate Recognition
- Voice and Speech Disorders
Auckland University of Technology
2021
Parkinson's disease is a progressive neurological resulting in motor impairments that decrease patients' quality of life. It condition currently without cure. This study proposes an approach to detection using multimodal analysis, combining handwriting and voice data. We introduce the use image transformer architectures classify patients from healthy subjects, as early diagnosis contributes management symptoms. Data-efficient with self-supervised learning on DINO obtained accuracy above 90%...
10.1109/citisia53721.2021.9719945
article
EN
2021-11-24
Coming Soon ...