文章基本信息

标题：A deep explainable artificial intelligent framework for neurological disorders discrimination
本地全文：下载
作者：Soroosh Shahtalebi ; S. Farokh Atashzar ; Rajni V. Patel 等
期刊名称：Scientific Reports
电子版ISSN：2045-2322
出版年度：2021
卷号：11
DOI：10.1038/s41598-021-88919-9
语种：English
出版社：Springer Nature
摘要：Pathological hand tremor (PHT) is a common symptom of Parkinson’s disease (PD) and essential tremor (ET), which affects manual targeting, motor coordination, and movement kinetics. Effective treatment and management of the symptoms relies on the correct and in-time diagnosis of the affected individuals, where the characteristics of PHT serve as an imperative metric for this purpose. Due to the overlapping features of the corresponding symptoms, however, a high level of expertise and specialized diagnostic methodologies are required to correctly distinguish PD from ET. In this work, we propose the data-driven \documentclass[12pt