Author

Michael J. Holcomb

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Aug 2026

Triage-Time Machine Learning for Computed Tomography Acquisition Prioritization in the Emergency Department.

RATIONALE AND OBJECTIVES To evaluate whether triage-time machine learning (ML) can improve computed tomography (CT) acquisition prioritization beyond first-in-first-out (FIFO) ordering and the Emergency Severity Index (ESI). MATERIALS AND METHODS Using two emergency department datasets (Site A: 118,385 visits; Site B...

P. Jarrett, Paolo Eduardo de Aguiar Kuriki, Deborah B. Diercks et al. · Academic Radiology · 0 citations

Review Aug 2026

OASIS: A Rubric-Based Multimodal Assessment Platform Using Large Language Models

OASIS (Open Assessment and Scoring Infrastructure Stack) is a systems platform for rubric-based grading of video, audio, and text with large language models. Scoring one artifact with an LLM is straightforward; deploying assessment at scale requires encounter management, rubric versioning, modality-aware execution, pro...

A. Shakur, Shinyoung Kang, David Hein et al. · 0 citations