Nurturhub: A Smart Maternal Health Monitoring Device for Post Partum Depression
Wearables integrated with AI and IoT platforms are used to monitor stress, maternal health, and mental illness, offering personalized insights and recommendations. The device uses sophisticated sensors, such as heart rate (HR), blood volume pulse (BVP), and electrodermal activity (EDA) sensors, to gather physiological data from expectant moms. These technologies promise enhanced healthcare outcomes through continuous data-driven interventions. The proposed work of Nurturhub, pioneers a transformative approach to pregnancy care by integrating advanced technology to prioritize the holistic well-being of expectant mothers. Through the integration of machine intelligence and sensor technology, Nurturhub provides a comprehensive solution for prenatal care, enabling individualized health insights and ongoing monitoring. Its use throughout pregnancy may lead to better mother health outcomes, early postpartum depression identification, and general well-being. The methodology employs comprehensive sensor data extraction, preprocessing, and model development, resulting in exceptional accuracy in stress classification and personalized recommendations for maternal health management. By leveraging technology and compassionate support, Nurturhub sets a new standard for comprehensive perinatal care, with future endeavors aimed at expanding to encompass additional health parameters and enhancing data security measures.
Authors
- P. Kumar Rao (ORCID: https://orcid.org/0000-0002-8445-7897)
- Karuza Maria Alves Pereira (ORCID: https://orcid.org/0000-0002-2880-6466)
- Sophiya Acharya (ORCID: https://orcid.org/0009-0009-7956-0767)
- D S A Rihan
- Prajwal Bangera
Publication Details
- Published
- 2024-10-18
- DOI
- https://doi.org/10.1109/discover62353.2024.10750573
- Primary Topic
- Digital Mental Health Interventions
- Type
- article
- Field-Weighted Citation Impact
- 0.00