3 papers
cs.LG2025
A multimodal Bayesian Network for symptom-level depression and anxiety prediction from voice and speech data
Agnes Norbury, George Fairs, Alexandra L. Georgescu +3
During psychiatric assessment, clinicians observe not only what patients report, but important nonverbal signs such as tone, speech rate, fluency, responsiveness, and body language…
q-bio.NC2025
Charting trajectories of human thought using large language models
Matthew M Nour, Daniel C McNamee, Isaac Fradkin +1
Language provides the most revealing window into the ways humans structure conceptual knowledge within cognitive maps. Harnessing this information has been difficult, given the cha…
q-bio.NC2024
Cognitive maps and schizophrenia
Matthew M Nour, Yunzhe Liu, Mohamady El-Gaby +2
Structured internal representations (cognitive maps) shape cognition, from imagining the future and counterfactual past, to transferring knowledge to new settings. Our understandin…