Author

H. A. Schwartz

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Conference Open access Sep 2026

Quantifying Error Disparities in Population Health Models

A large-scale audit of sociodemographic error disparities in both lexical- and transformer-based models of county-level health outcomes, over a dataset cover billions of community-mapped messages highlights a critical accuracy–fairness trade-off in community-level models for public health tasks.

A. Marker, Salvatore Giorgi, Adithya V Ganesan et al. · Proceedings of the Thirty-Fi... · 0 citations

Open access Aug 2026

A Framework for Evidence-Based Psychotherapy with AI (EBP-AI)

The Evidence-Based Psychotherapy with AI (EBP-AI) framework is introduced, which articulates a set of principles for developing effective clinical AI applications and introduces a set of key technical questions for the development and evaluation of clinical LLMs and AIs aligned with these principles.

Elizabeth C. Stade, Philip Held, H. A. Schwartz et al. · Journal of Psychopathology a... · 2 citations