– 92.28% accuracy was achieved when participants displayed facial expressions corresponding to specific emotions.
– An 88.83% accuracy was achieved even when no deliberate facial expressions were made.
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The advancement of wearable devices like this innovation marks a important step forward in merging healthcare with cutting-edge technology underpinned by AI. For India, were mental healthcare services are chronically underserved due to stigma and resource constraints, such tools could offer immense benefits as they reduce reliance on self-reporting or observation-based assessments that may not always reflect true emotional states.Moreover, these advancements demonstrate how multimodal data collection combined with AI can enhance diagnostic precision-a principle applicable across medical domains beyond psychology alone. This innovation has potential utility for diverse applications-ranging from rural mental health outreach programs to urban clinical settings aimed at addressing India’s rising mental health concerns.
However, eventual accessibility will depend heavily on cost considerations and ease of integration into existing systems within India’s fragmented healthcare framework. Scaling such technologies equitably must remain central as researchers globally explore their full capabilities and deploy them further.