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Home/Authors/Valentina Bui Muti

Valentina Bui Muti

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

NLP×1AI×1

Frequent co-authors

Eugénie Dulout1×
Ziquan Fu1×

Research Timeline

2026
MedCase-Structured: A Text-to-FHIR Dataset for Benchmarking Diagnostic Reasoning in Clinically Realistic EHR Settings

The paper introduces MedCase-Structured, a synthetic, FHIR-formatted dataset designed to benchmark diagnostic reasoning in realistic EHR settings, showing that LLMs perform worse on structured data than on plain text.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.AIRecentMay 28, 2026

MedCase-Structured: A Text-to-FHIR Dataset for Benchmarking Diagnostic Reasoning in Clinically Realistic EHR Settings

Valentina Bui Muti, Eugénie Dulout, Ziquan Fu

The paper introduces MedCase-Structured, a synthetic, FHIR-formatted dataset designed to benchmark diagnostic reasoning in realistic EHR settings, showing that LLMs perform worse on structured data th…

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