Advantages and Inconveniences of a Multi-Agent Large Language Model System to Mitigate Cognitive Biases in Diagnostic Challenges.
作者信息
Bousquet Cedric, Beltramin Divà
机构信息
Laboratory of Medical Informatics and Knowledge Engineering in e-Health, Inserm, Sorbonne University, Paris, France.
Public Health and Medical Information Unit, Saint-Étienne University Hospital Center, Saint-Etienne, France.
出版信息
J Med Internet Res. 2025 Jan 20;27:e69742. doi: 10.2196/69742.
Abstract
摘要
相似文献
1
Advantages and Inconveniences of a Multi-Agent Large Language Model System to Mitigate Cognitive Biases in Diagnostic Challenges.多智能体大语言模型系统在诊断挑战中减轻认知偏差的优势与不便之处。
J Med Internet Res. 2025 Jan 20;27:e69742. doi: 10.2196/69742.
2
Mitigating Cognitive Biases in Clinical Decision-Making Through Multi-Agent Conversations Using Large Language Models: Simulation Study.通过使用大型语言模型进行多代理对话来减轻临床决策中的认知偏差：模拟研究。
J Med Internet Res. 2024 Nov 19;26:e59439. doi: 10.2196/59439.
3
Interventions to Mitigate Cognitive Biases in the Decision Making of Eye Care Professionals: A Systematic Review.减轻眼科护理专业人员决策中认知偏差的干预措施：一项系统评价。
Optom Vis Sci. 2019 Nov;96(11):818-824. doi: 10.1097/OPX.0000000000001445.
4
Applying Generative Artificial Intelligence to cognitive models of decision making.将生成式人工智能应用于决策的认知模型。
Front Psychol. 2024 May 3;15:1387948. doi: 10.3389/fpsyg.2024.1387948. eCollection 2024.
5
Cognitive and implicit biases in nurses' judgment and decision-making: A scoping review.护士判断和决策中的认知和内隐偏见：范围综述。
Int J Nurs Stud. 2022 Sep;133:104284. doi: 10.1016/j.ijnurstu.2022.104284. Epub 2022 May 24.
6
Decision Making: Healthy Heuristics and Betraying Biases.决策制定：健康启发式与偏见背叛
Crit Care Clin. 2022 Jan;38(1):37-49. doi: 10.1016/j.ccc.2021.07.002.
7
Bias Sensitivity in Diagnostic Decision-Making: Comparing ChatGPT with Residents.诊断决策中的偏差敏感性：ChatGPT与住院医师的比较
J Gen Intern Med. 2025 Mar;40(4):790-795. doi: 10.1007/s11606-024-09177-9. Epub 2024 Nov 7.
8
Investigating the impact of cognitive biases in radiologists' image interpretation: A scoping review.探讨认知偏差对放射科医生图像解读的影响：范围综述。
Eur J Radiol. 2023 Sep;166:111013. doi: 10.1016/j.ejrad.2023.111013. Epub 2023 Jul 25.
9
[Cognitive errors in diagnostic decision making].[诊断决策中的认知错误]
Wien Med Wochenschr. 2017 Oct;167(13-14):333-342. doi: 10.1007/s10354-017-0570-6. Epub 2017 May 23.
10
Mapping cognitive biases in multidisciplinary team (MDT) decision-making for cancer care in Scotland: a cognitive ethnography study protocol.苏格兰癌症护理多学科团队（MDT）决策中的认知偏差映射：一项认知民族志研究方案。
BMJ Open. 2024 Aug 24;14(8):e086775. doi: 10.1136/bmjopen-2024-086775.
本文引用的文献
1
Mitigating Cognitive Biases in Clinical Decision-Making Through Multi-Agent Conversations Using Large Language Models: Simulation Study.通过使用大型语言模型进行多代理对话来减轻临床决策中的认知偏差：模拟研究。
J Med Internet Res. 2024 Nov 19;26:e59439. doi: 10.2196/59439.
2
Large Language Model Influence on Diagnostic Reasoning: A Randomized Clinical Trial.大语言模型对诊断推理的影响：一项随机临床试验。
JAMA Netw Open. 2024 Oct 1;7(10):e2440969. doi: 10.1001/jamanetworkopen.2024.40969.
3
Testing and Evaluation of Health Care Applications of Large Language Models: A Systematic Review.大语言模型在医疗保健应用中的测试与评估：一项系统综述。
JAMA. 2025 Jan 28;333(4):319-328. doi: 10.1001/jama.2024.21700.
4
The national cost of adverse drug events resulting from inappropriate medication-related alert overrides in the United States.美国因不合理药物相关警示忽略而导致的药物不良反应事件的国家成本。
J Am Med Inform Assoc. 2018 Sep 1;25(9):1183-1188. doi: 10.1093/jamia/ocy066.
Zotero 插件