3 papers
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…
cs.CL2025
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering
Alexander Hoyle, Lorena Calvo-Bartolomé, Jordan Boyd-Graber +1
Topic model and document-clustering evaluations either use automated metrics that align poorly with human preferences or require expert labels that are intractable to scale. We des…
eess.AS2025
Multimodal Biomarkers for Schizophrenia: Towards Individual Symptom Severity Estimation
Gowtham Premananth, Philip Resnik, Sonia Bansal +2
Studies on schizophrenia assessments using deep learning typically treat it as a classification task to detect the presence or absence of the disorder, oversimplifying the conditio…