Concepedia

Emma Croxford

EC

7

Publications

125

Citations

7

H-Index

2023

Active since

Affiliations

University of Wisconsin–Madison(Current)

University of Wisconsin Health

University of Colorado Anschutz Medical Campus

Epic Systems (United States)

Loyola University Chicago

Emma Croxford is an author at University of Wisconsin–Madison specializing in natural language processing, computational linguistics, and biomedical artificial intelligence.

ORCID

Top concepts

Publications per year

2023–2025

7

Publications

7

Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

Yanjun Gao, Ruizhe Li, Emma Croxford et al. · JMIR AI · 2024 · 35 citations · Full text

Current and future state of evaluation of large language models for medical summarization tasks

Emma Croxford, Yanjun Gao, Nicholas Pellegrino et al. · npj Health Systems · 2025 · 31 citations · Full text

Large Language Models and Medical Knowledge Grounding for Diagnosis Prediction

Yanjun Gao, Ruizhe Li, Emma Croxford et al. · 2023 · 16 citations · Full text

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Development and validation of the provider documentation summarization quality instrument for large language models

Emma Croxford, Yanjun Gao, Nicholas Pellegrino et al. · Journal of the American Medical Informatics Association · 2025 · 12 citations

On the role of the UMLS in supporting diagnosis generation proposed by Large Language Models

Majid Afshar, Yanjun Gao, Deepak Gupta et al. · Journal of Biomedical Informatics · 2024 · 11 citations · Full text

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