An Implementation of FastAI Tabular Learner Model for Parkinson’s Disease Identification

Mirna Danisa Tandjung,J Chao-Min Wu,Jia-Ching Wang,Yung-Hui Li

2021 9th International Conference on Orange Technology (ICOT)（2021）

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摘要

This paper presents the implementation of the tabular learner model by FastAI for Parkinson’s disease (PD) identification. FastAI is one of the deep learning libraries that provide practitioners with high-level components that can quickly, efficiently, and easily. The dataset that we use is generated from the calculation of 29 acoustic parameters of the Multidimensional Voice Program (MDVP) in 3 d...

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关键词

FastAI Tabular Learner Model,Parkinson’s disease (PD),Acoustic Parameters of Multidimensional Voice Program (MDVP)

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