Optimized MobileNetV3: a deep learning-based Parkinson's disease classification using fused images.

ABSTRACT:

Background and objective

Parkinson's disease (PD) is a progressive neurological condition that manifests motor and non-motor symptoms. Early in the course of the disease, PD patients frequently experience vocal difficulties. In the beginning, preprocessing procedures were used with multi-focus image fusion to enhance the quality of input images. It is essential to diagnose and treat PD early to ensure that patients live healthy and productive lives.

Methods

Tremors, rigidity in the muscles, slow movement, difficulty balance, and other psychological symptoms are some of the disease's symptoms. One of the critical mechanisms supporting PD identification and assessment is the dynamics of handwritten records. Several machine-learning techniques have been researched for the early

SUBMITTER: Pechetti S 

PROVIDER: S-EPMC10702996 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature