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researcher

S. Nallan

3 papers hereh-index 347 citations7 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CY2
  • q-bio.OT1

identity via Semantic Scholar / OpenAlex

most citedStanding on FURM ground -- A framework for evaluating Fair, Useful, and Reliable AI Models in healthcare systems

4 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CY2026★ 2 cited

Adoption and Use of LLMs at an Academic Medical Center

Nigam H. Shah, Nerissa Ambers, Abby Pandya +55

While large language models (LLMs) can support clinical documentation needs, standalone tools struggle with "workflow friction" from manual data entry. We developed ChatEHR, a syst…

q-bio.OT2026

Monitoring Deployed AI Systems in Health Care

Timothy Keyes, Alison Callahan, Abby S. Pandya +18

Post-deployment monitoring of artificial intelligence (AI) systems in health care is essential to ensure their safety, quality, and sustained benefit-and to support governance deci…

cs.CY2024★ 4 cited

Standing on FURM ground -- A framework for evaluating Fair, Useful, and Reliable AI Models in healthcare systems

Alison Callahan, Duncan McElfresh, Juan M. Banda +21

The impact of using artificial intelligence (AI) to guide patient care or operational processes is an interplay of the AI model's output, the decision-making protocol based on that…

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