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Updated: Jan 30, 2026
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Using Chronic Social Stress to Model Postpartum Depression in Lactating Rodents
Published on: June 10, 2013
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Using an AI-powered Mobile Application Chatbot to Address Maternal Depression Indicators and Inquiries in the
Carson J Peters1, Valerie Aldana Lainez1, Kaili Clark1
1University of Maryland, School of Public Health, College Park, MD, USA.
Summary
AI-powered mobile apps show promise for screening maternal depression among Black mothers, potentially reducing health disparities. This technology offers accessible mental health support and resources for improved maternal care.
Area of Science:
- Digital Health
- Maternal Health
- Artificial Intelligence
Background:
- Maternal mental health disparities disproportionately affect Black mothers in the U.S.
- AI-powered mobile applications offer a novel approach to mental health screening.
- Limited research exists on AI chatbots for maternal mental health.
Purpose of the Study:
- To evaluate the usability of an AI-powered mobile application for maternal mental health screening among Black women.
- To assess the potential of AI chatbots in addressing maternal depression.
- To gather insights from Black mothers on the application's effectiveness.
Main Methods:
- A multimethod analysis of mobile application engagement and mental health scales.
- Qualitative analysis of focus group discussions (n=5) with Black mothers.
- Assessment of AI intent classification for identifying mental health inquiries.
Main Results:
- The AI mobile application demonstrated usability for screening maternal depression indicators.
- Users showed high confidence, acceptance, and usability of the application.
- The app successfully classified user questions and facilitated resource provision.
Conclusions:
- AI-powered mobile applications are promising tools for maternal depression screening among Black mothers.
- This technology can help reduce maternal health disparities in depression outcomes.
- Findings underscore the importance of user-informed design in digital maternal health solutions.
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