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researcher

M. Churpek

2 papers hereh-index 8447 citations25 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1
same name
  • M. Churpek — 2 papers, h 40

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedEvaluating Retrieval-Augmented Generation vs. Long-Context Input for Clinical Reasoning over EHRs

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CL2026★ 1 cited

Evaluating Retrieval-Augmented Generation vs. Long-Context Input for Clinical Reasoning over EHRs

Skatje Myers, Dmitriy Dligach, Timothy A. Miller +6

Objective: To evaluate whether retrieval-augmented generation (RAG) can serve as an efficient alternative to long-context prompting for clinical reasoning over electronic health re…

cs.LG2025

MoMA: A Mixture-of-Multimodal-Agents Architecture for Enhancing Clinical Prediction Modelling

Jifan Gao, Mahmudur Rahman, John Caskey +8

Multimodal electronic health record (EHR) data provide richer, complementary insights into patient health compared to single-modality data. However, effectively integrating diverse…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.