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researcher

Matthew J. Ellis

2 papers hereh-index 14 citations5 works total

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

author position
  • middle author1
  • last author1

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

fields
  • cs.GT1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

cs.IR2026

A Randomized Controlled Trial and Pilot of Scout: an LLM-Based EHR Search and Synthesis Platform

Michael Gao, Suresh Balu, William Knechtle +15

Clinical documentation and data retrieval within Electronic Health Records (EHRs) contribute substantially to clinician workload and burnout. To address this, we developed Scout, a…

cs.GT2024

Optimizing Hard-to-Place Kidney Allocation: A Machine Learning Approach to Center Ranking

Sean Berry, Berk Gorgulu, Sait Tunc +2

Kidney transplantation is the preferred treatment for end-stage renal disease, yet the scarcity of donors and inefficiencies in allocation systems create major bottlenecks, resulti…

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