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Quantifying the reasoning abilities of LLMs on clinical cases
Nature CommunicationsRecent advances in reasoning-enhanced large language models (LLMs) show promise, yet their application in professional medicine, especially the evaluation of their reasoning process, remains underexplored.
Pengcheng Qiu +10 more
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MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports
arXiv.orgDoctors and patients alike increasingly use Large Language Models (LLMs) to diagnose clinical cases. However, unlike domains such as math or coding, where correctness can be objectively defined by the final answer, medical diagnosis requires both the ...
Kevin Wu +9 more
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Introduction to clinical reasoning
Journal of Evaluation in Clinical Practice, 2000How do doctors make decisions?
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Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases
arXiv.orgRecent advancements in reasoning-enhanced large language models (LLMs), such as DeepSeek-R1 and OpenAI-o3, have demonstrated significant progress.
Pengcheng Qiu +6 more
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2022
Being a good clinician is not only about knowledge — how doctors and other healthcare professionals think, reason, and make decisions is arguably their most critical skill. The second edition of the ABC of Clinical Reasoning breaks down clinical reasoning into its core components and explores each of these in more detail, including the applications for
Cooper, Nicola, Singh, Minal
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Being a good clinician is not only about knowledge — how doctors and other healthcare professionals think, reason, and make decisions is arguably their most critical skill. The second edition of the ABC of Clinical Reasoning breaks down clinical reasoning into its core components and explores each of these in more detail, including the applications for
Cooper, Nicola, Singh, Minal
openaire +1 more source
Clinical Reasoning in Medicine Compared With Clinical Reasoning in Occupational Therapy
The American Journal of Occupational Therapy, 1991Abstract This article highlights some observations made in the American Occupational Therapy Association/American Occupational Therapy Foundation Clinical Reasoning Study, an ethnographic study of 14 occupational therapists working in a large teaching hospital.
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Clinical Reasoning, Looking Back
Occupational Therapy In Health Care, 2002Expert clinical reasoning is a vital skill for occupational therapists, particularly in today's rapidly changing health care environment. Clinical reasoning may be the strongest building block of the profession as it diversifies and grows to meet the challenges of the new millennium.
Leicht, Susan B., Dickerson, Anne
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Teaching Clinical Handover by Clinical Reasoning
Nurse Educator, 2022Maggie Mee Kie, Chan +3 more
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