Publication detail

Machine Learning Approaches for Early Detection of Mental Health Disorders Using Wearable Devices and Big Data Analytics

Peer-reviewed paper (October 2025). Citation details, DOI, and BibTeX below.

Citation details

Publication record.

Authors: Akinode, A. O., Ayadi, O. E., Ezerioha, C. C., Ozo-ogueji, P. C., Akadiri, O. O., Adepoju, D. A., & Adepoju, A. G.

Journal: International Journal of Biological and Pharmaceutical Sciences Archive, 10(2), 6–23

Year: 2025

DOI: 10.53771/ijbpsa.2025.10.2.0077

Overview

What the paper covers.

Machine learning methods that use wearable-device and big data signals for early detection of mental health disorders.

Health AIWearablesMental health

Citation and BibTeX

Cite this paper.

APA citation and BibTeX, ready to copy. Citation counts are on Google Scholar.

Citation: Akinode, A. O., Ayadi, O. E., Ezerioha, C. C., Ozo-ogueji, P. C., Akadiri, O. O., Adepoju, D. A., & Adepoju, A. G. (2025). Machine Learning Approaches for Early Detection of Mental Health Disorders Using Wearable Devices and Big Data Analytics. International Journal of Biological and Pharmaceutical Sciences Archive, 10(2), 6–23. https://doi.org/10.53771/ijbpsa.2025.10.2.0077

@article{akinode2025machinelearningfor,
  title={Machine Learning Approaches for Early Detection of Mental Health Disorders Using Wearable Devices and Big Data Analytics},
  author={Akinode, A. O. and Ayadi, O. E. and Ezerioha, C. C. and Ozo-ogueji, P. C. and Akadiri, O. O. and Adepoju, D. A. and Adepoju, A. G.},
  journal={International Journal of Biological and Pharmaceutical Sciences Archive},
  volume={10},
  number={2},
  pages={6--23},
  year={2025},
  doi={10.53771/ijbpsa.2025.10.2.0077}
}