Скачать или смотреть A Practical Approach to Predicting Depression: Verbal and Non-Verbal Insights with Machine Learning

Health Informatics: An International Journal (HIIJ)
ISSN : 2319 - 2046 (Online); 2319 - 3190 (Print)
https://airccse.org/journal/hiij/index.html
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Paper Title
A Practical Approach to Predicting Depression: Verbal and Non-Verbal Insights with Machine Learning

Authors
Sanskar Rahul Nanegaonkar and Kotaro Ando, I’m beside you Inc, Japan


Volume Url
https://airccse.org/journal/hiij/Current20...

Pdf Url
https://aircconline.com/hiij/V13N2/13224hi...

ABSTRACT
While global standards have been established for diagnosing depression, the reliance on expert judgement and observation remains a challenge. This study delves into a potential approach of efficient data collection to increase the practicability of machine learning models in accurately predicting depression
based on a comprehensive analysis of verbal and non-verbal cues exhibited by individuals.

KEYWORDS
Depression, Machine Learning, Free-Talk Sessions, Multimodal Cues, Depression Prediction, Mental Health, Diagnostic Tools

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