Author

Sara Amro

University of Oxford

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1

Frequent Co-Authors

Alexandra Cardoso PintoiD· 1 shared Bradley SegaliD· 1 shared David A. CliftoniD· 1 shared Dhruv Darji· 1 shared Fenglin LiuiD· 1 shared Hongjian Zhou· 1 shared Jinge WuiD· 1 shared Joshua FieggeniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Alexandra Cardoso PintoORCID

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1 paper

Recent·Most cited

MedMisBench: Measuring Epistemic Resilience of LLMs Under Misleading Medical Context

Hongjian Zhou, Xinyu Zou, Jinge Wu, Sean Wu, Junchi Yu, Bradley Segal, Tobias Erich Niebuhr, Sara Amro, Michael Petrus, Sheikh Momin, Alexandra Cardoso Pinto, Rachel Niesen, Laura Sophie Wegner, Dhruv Darji, Jung Moses Koo, , David A. Clifton

The paper introduces MedMisBench, a benchmark to measure LLMs' ability to maintain correct medical judgment under misleading context, showing significant drops in accuracy when exposed to adversarial inputs.

bioRxiv · Jun 10, 2026 · PreprintBioengineering