Author

H. A. Schwartz

h-index 2 View on Semantic Scholar

We have 3 of 9 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Sep 2026

Assessing the Need for Mental Health Support From Free-Text Responses: Development and Validation of Language-Based Assessments in Adults With Internalizing Symptoms

Abstract Background Machine learning and natural language processing have demonstrated significant potential for mental health assessment: describing your mental health in your own words can offer a more ecologically valid approach than traditional rating scales. However, most models focus on specific diagnoses, condit...

Clara Wiebel, Veerle C. Eijsbroek, Vasudha Varadarajan et al. · JMIR Mental Health · 0 citations

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