Journal of Electrical Electronics Engineering(JEEE)

Professor of Practice, DES Pune University, India and Director, Swasti Vishwa Behavioral and Social Sciences Institute Foundation, India

Publications

• Research Article   
  Data Representativeness Through a Sociocultural Lens in AI Modeling for Mental Health
  Author(s): Swati S. Karve* and Prachee P. Joeg
  
  Background: Artificial Intelligence (AI) is reshaping mental health diagnosis and treatment. However, most AI models are built on Western-centric datasets, limiting their applicability in culturally diverse settings like India. Socio-cultural realities need to inform datasets, and this review seeks to understand the challenges in making data more culturally nuanced and representative. This paper aims to identify the socio-cultural aspects that affect data representativeness in AI modeling in anxiety and depression in the Indian context. A literature survey was conducted of studies from 2000– 2024 focusing on AI in mental health and the socio-cultural dimensions of anxiety and depression in India based on the exclusion and inclusion criteria that were defined for the survey. PRISMA guidelines are used to report these criteria. 35 studies out of 101 studies reviewed were.. Read More»
  

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