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Multimodal Data Collection System to Predict Imminent Precursors of Problematic Behaviors and Associated App for Displaying Data

Summary Vanderbilt researchers led by Dr. Nilanjan Sarkar have invented a multimodal data capture system that gathers multi-sensory data from children and their ground-truth affective states to build a machine learning model yielding individualized profiles in accordance to the interview-informed synthesized contingency analysis (IISCA). Addressed...

Published: 6/20/2025 | Inventor(s):

Keywords(s): Pediatrics

Category(s): Health Care IT, Computer Science & Communications, Medical Devices