3 papers
cs.CL2025
A Computational Approach to Analyzing Disrupted Language in Schizophrenia: Integrating Surprisal and Coherence Measures
Gowtham Premananth, Carol Espy-Wilson
Language disruptions are one of the well-known effects of schizophrenia symptoms. They are often manifested as disorganized speech and impaired discourse coherence. These abnormali…
eess.AS2025
Speech-Based Prioritization for Schizophrenia Intervention
Gowtham Premananth, Philip Resnik, Sonia Bansal +2
Millions of people suffer from mental health conditions, yet many remain undiagnosed or receive delayed care due to limited clinical resources and labor-intensive assessment method…
eess.AS2025
Quantifying Articulatory Coordination as a Biomarker for Schizophrenia
Gowtham Premananth, Carol Espy-Wilson
Advances in artificial intelligence (AI) and deep learning have improved diagnostic capabilities in healthcare, yet limited interpretability continues to hinder clinical adoption.…