Author

M. Prosperi

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Book Open access Aug 2026

Adaptation and Evidence-grounding of Generative Interventional Systems (AEGIS)

This workshop, held during ACM KDD 2026 conference, convenes researchers and practitioners in causality, LLMs, and prescriptive analytics to address when and how generative systems should recommend actions in healthcare and public policy.

Mattia Prosperi, Yi Guo · Proceedings of the 32nd ACM... · 0 citations

Review Open access Jul 2026

Real-world evaluation of a transformer-based natural language processing system for identifying social determinants of health from routine clinical documentation

Abstract Objectives To evaluate the real-world performance of a transformer-based natural language processing (NLP) system for extracting Social Determinants of Health (SDoH) from clinical notes, using survey-based SDoH measures a reference comparators. Materials and Methods This study was conducted at the University o...

Xiangren Wang, Jingchuan Guo, Yi Guo et al. · JAMIA Open · 0 citations