Author

Leo Anthony Celi

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#large language models Open access Sep 2026

M3: Conversational LLMs simplify secure clinical data access, understanding, and analysis

Large-scale clinical databases offer opportunities for medical research, but their complexity creates barriers to effective use. The Medical Information Mart for Intensive Care (MIMIC-IV), one of the world’s largest open-source electronic health record databases, traditionally requires both SQL proficiency and clinical...

Rafi Al Attrach, Pedro Moreira, Rajna Fani et al. · PLOS Digital Health · 0 citations

#large language models Open access Sep 2026

Auditing sex/gender disparities in emergency triage with LLM-based paired comparisons

We present a domain-agnostic paired-comparison approach that uses Large Language Models (LLMs) to quantify sex/gender-related asymmetries in documented clinical decision-making. The method trains an LLM to emulate observed decisions, then evaluates sex-swapped pairs in which only sex is flipped, holding documented clin...

Ariel Guerra-Adames, Marta Avalos-Fernandez, Océane Dorémus et al. · npj Digital Medicine · 0 citations