增强外科准备:学习者如何使用人工智能为手术室做准备
Gunseli Wallace1, Kelsey Eaton2, Chelsey Witsberger2
1Department of Otolaryngology-Head and Neck Surgery, University of Michigan, Ann Arbor, Michigan; Medical Scientist Training Program, University of Michigan Medical School, Ann Arbor, Michigan.
Journal of surgical education
|February 3, 2026
概括
外科实习生可以通过人工智能 (AI) 工具,如大语言模型 (LLM) 增强他们的学习能力. 有效使用涉及明确的目标和背景,将人工智能从信息源转变为积极的教育体验.
科学领域:
- 医学教育 医学教育
- 在外科手术中使用人工智能
- 手术培训技术手术培训技术
背景情况:
- 外科实习生越来越多地使用大型语言模型 (LLM) 进行准备.
- 对于人工智能如何专门用于外科手术能力的理解有限.
- 快速的AI进步挑战了教育工作者对可用的系统和最佳实践的认识.
研究的目的:
- 探索由LLMs为手术准备创建的定制学习工具.
- 展示在外科教育中有效利用LLM的原则.
- 解决当前的局限性,并通过人工智能促进积极学习.
主要方法:
- 讨论了适用于手术准备场景的定制学习工具.
- 展示了成功使用LLM的三个关键原则:LLM选择,目标明确性和上下文提供.
- 分析了诸如人工智能幻觉,偏见和迷信等局限性.
主要成果:
- 可以利用LLM来创建定制的外科准备工具.
- 有效的LLM使用需要战略选择,明确的学习目标和充分的上下文信息.
- 确定了关键的局限性,包括人工智能产生的不准确和偏见.
结论:
- 优化LLM的使用将从被动的信息检索转变为积极的,参与式的学习.
- 旨在让教育工作者更容易使用AI系统,并鼓励学习者开发定制的AI工具.
- 通过人工智能集成促进了通过人工智能集成对外科培训采取更具活力和有效的方法.
相关概念视频
Preparation of Epoxides
9.3K
Overview
Epoxides result from alkene oxidation, which can be achieved by a) air, b) peroxy acids, c) hypochlorous acids, and d) halohydrin cyclization.
Epoxidation with Peroxy Acids
Epoxidation of alkenes via oxidation with peroxy acids involves the conversion of a carbon–carbon double bond to an epoxide using the oxidizing agent meta-chloroperoxybenzoic acid, commonly known as MCPBA. Since the O–O bond of peroxy acids is very weak, the addition of electrophilic oxygen of peroxy acids to...
Epoxides result from alkene oxidation, which can be achieved by a) air, b) peroxy acids, c) hypochlorous acids, and d) halohydrin cyclization.
Epoxidation with Peroxy Acids
Epoxidation of alkenes via oxidation with peroxy acids involves the conversion of a carbon–carbon double bond to an epoxide using the oxidizing agent meta-chloroperoxybenzoic acid, commonly known as MCPBA. Since the O–O bond of peroxy acids is very weak, the addition of electrophilic oxygen of peroxy acids to...
9.3K
Preparation of Amides
4.0K
Amides are synthesized by treating carboxylic acids with amines in the presence of dehydrating agents like dicyclohexylcarbodiimide (DCC).
The DCC-promoted synthesis of amides begins with the protonation of DCC by carboxylic acid. The protonation makes it a better acceptor. Next, the addition of carboxylate to the protonated carbodiimide gives a reactive acylating agent.
Subsequently, the amine acts as a nucleophile that attacks the acylating agent to form a tetrahedral intermediate. In the...
The DCC-promoted synthesis of amides begins with the protonation of DCC by carboxylic acid. The protonation makes it a better acceptor. Next, the addition of carboxylate to the protonated carbodiimide gives a reactive acylating agent.
Subsequently, the amine acts as a nucleophile that attacks the acylating agent to form a tetrahedral intermediate. In the...
4.0K
Preparation of Nitriles
2.7K
One of the common methods to prepare nitriles is the dehydration of amides. This method requires strong dehydrating agents like phosphorous pentoxide or boiling acetic anhydride for converting amides to nitriles. Another reagent namely, thionyl chloride also accomplishes the dehydration of amides, where amide acts as a nucleophile. The first step of the mechanism involves the nucleophilic attack by the amide on the thionyl chloride to form an intermediate. In the next step, the electron pairs...
2.7K
Preparation and Reactions of Thiols
7.6K
Thiols are prepared using the hydrosulfide anion as a nucleophile in a nucleophilic substitution reaction with alkyl halides. For instance, bromobutane reacts with sodium hydrosulfide to give butanethiol.
7.6K
Preparation of Acid Anhydrides
4.0K
One of the methods for preparing symmetrical or unsymmetrical acid anhydrides involves the treatment of acid chlorides with the sodium salt of carboxylic acids. The reaction proceeds via a nucleophilic acyl substitution.
The carboxylate ion acts as a nucleophile that attacks the carbonyl carbon of the acid chloride to form a tetrahedral intermediate. Subsequently, the re-formation of the carbonyl group with the loss of the chloride ion as a leaving group leads to the formation of an acid...
The carboxylate ion acts as a nucleophile that attacks the carbonyl carbon of the acid chloride to form a tetrahedral intermediate. Subsequently, the re-formation of the carbonyl group with the loss of the chloride ion as a leaving group leads to the formation of an acid...
4.0K
Preparation and Reactions of Sulfides
5.8K
Sulfides are the sulfur analog of ethers, just as thiols are the sulfur analog of alcohol. Like ethers, sulfides also consist of two hydrocarbon groups bonded to the central sulfur atom. Depending upon the type of groups present, sulfides can be symmetrical or asymmetrical. Symmetrical sulfides can be prepared via an SN2 reaction between 2 equivalents of an alkyl halide and one equivalent of sodium sulfide.
5.8K


