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A Comparative Study in Surgical AI: Potential and Limitations of Data, Compute, and Scaling

2026-03-28

Abstract excerpt

Recent Artificial Intelligence (AI) models have matched or exceeded human experts in several benchmarks of biomedical task performance, but multi-modal benchmarks involving surgery in particular are often missing from prominent medical benchmark suites (specifically, those requiring visual recognition beyond just text question-answering). Since surgery requires coordinating disparate tasks—including multimodal dat...

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Literature Corpus work
f8a514f0-2343-59f4-947d-9c48195a211f
DOI
10.64898/2026.03.26.26349455
Open publication

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A Comparative Study in Surgical AI: Potential and Limitations of Data, Compute, and ScalingDOI 10.64898/2026.03.26.26349455
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