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researcher

MS Samuel E. Armstrong

5 papers hereh-index 210 citations7 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CR1
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2025

Toward an AI Reasoning-Enabled System for Patient-Clinical Trial Matching

Caroline N. Leach, Mitchell A. Klusty, Samuel E. Armstrong +6

Screening patients for clinical trial eligibility remains a manual, time-consuming, and resource-intensive process. We present a secure, scalable proof-of-concept system for Artifi…

cs.AI2025

Leveraging LLMs for Structured Data Extraction from Unstructured Patient Records

Mitchell A. Klusty, Elizabeth C. Solie, Caroline N. Leach +8

Manual chart review remains an extremely time-consuming and resource-intensive component of clinical research, requiring experts to extract often complex information from unstructu…

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