# Voice Analysis with Machine Learning: One Step Closer to an Objective Diagnosis of Essential Tremor

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/voice-analysis-with-machine-learning-one-step-closer-to-an-objective-diagnosis/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Antonio Suppa,Francesco Asci,Giovanni Saggio,Pietro Leo,Zakarya Zarezadeh,Gina Ferrazzano,Giovanni Ruoppolo,Alfredo Berardelli,Giovanni Costantini |
| Citations | 57 |
| DOI | 10.1002/mds.28508 |
| Fields | Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W3127549753 |
| PMID | 33528037 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Giovanni Costantini](https://scholariq.org/researchers/giovanni-costantini/)

## Paper primary topic

- [Neurological disorders and treatments](https://scholariq.org/topics/neurological-disorders-and-treatments/)

## Paper topics

- [Neurological disorders and treatments](https://scholariq.org/topics/neurological-disorders-and-treatments/)
- [Voice and Speech Disorders](https://scholariq.org/topics/voice-and-speech-disorders/)
- [Botulinum Toxin and Related Neurological Disorders](https://scholariq.org/topics/botulinum-toxin-and-related-neurological-disorders/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.