Medicine · Health Informatics

Artificial Intelligence in Healthcare and Education

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Abstract editorial illustration accompanying the article: Review finds artificial intelligence use in low-resource cancer care remains at early stages
Health & Medicine
High evidenceReview

Review finds artificial intelligence use in low-resource cancer care remains at early stages

A systematic review examined how artificial intelligence was being used in radiation oncology in low- and middle-income countries. Among 18 studies, most described limited, task-specific uses, while only one reported coordination across multiple stages of care. The review found that validation, infrastructure, workflow development, and governance were not yet sufficiently developed for broad scale-up.

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Abstract editorial illustration accompanying the article: Review suggests AI can help spot fractures on X-rays and CT scans
Health & Medicine
Moderate evidenceReview

Review suggests AI can help spot fractures on X-rays and CT scans

This systematic review and meta-analysis examined AI tools for detecting fractures in images from living human participants. Across selected studies, AI showed relatively high pooled accuracy on both radiographs and CT scans, but the estimates were based on small subsets of studies and had low certainty. The findings support further evaluation of AI as an assistive tool, not conclusions about all AI systems or clinical settings.

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Abstract editorial illustration accompanying the article: Study compares two AI systems’ accuracy and usability for anesthesiology crisis scenarios
Health & Medicine
Moderate evidenceReview

Study compares two AI systems’ accuracy and usability for anesthesiology crisis scenarios

This review-style evaluation compares two large language models—OpenAI o1 and DeepSeek R1—in English and Chinese for supporting junior anesthesiologists. Using 30 Delphi-created anesthesia crisis scenarios, experts rated accuracy and logic, while junior physicians rated clarity and usefulness. Results differed: OpenAI o1 scored higher for accuracy, while the DeepSeek R1 Chinese version scored higher for practical, step-by-step guidance.

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