3 papers
cs.AI2026
Clinician-Grounded Quality Assurance for AI-Assisted Psychiatric Intake
King Shi, Amanda Li, Jonathan Ivey +7
Before patients can use AI-assisted psychiatric intake systems, health systems need practical ways to routinely evaluate these tools against their clinical standards for quality as…
cs.CL2026
Optimal Question Selection from a Large Question Bank for Clinical Field Recovery in Conversational Psychiatric Intake
Guan Gui, Peter Zandi, Jacob Taylor +1
Psychiatric intake is a sequential, high-stakes information-gathering process in which clinicians must decide what to ask, in what order, and how to interpret incomplete or ambiguo…
stat.ME2025
Demystifying Proximal Causal Inference
Grace V. Ringlein, Trang Quynh Nguyen, Peter P. Zandi +2
Proximal causal inference (PCI) has emerged as a promising framework for identifying and estimating causal effects in the presence of unobserved confounders. While many traditional…