基于AI的ChatGPT和医生在精神病例评估中的比较评估
Didem Umutlu1, Yaşam Umutlu2, Ayşe Döndü3
1Aydin Ataturk State Hospital, Aydin, Turkey.
Scientific reports
|November 10, 2025
概括
聊天GPT在医疗保健中表现出各种能力,在一些领域表现出色,如差异诊断,但在患者沟通和复杂的临床决策方面不足. 它作为一个潜在的辅助工具,需要意识到它的局限性.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
- 临床决策支持 临床决策支持
背景情况:
- 人工智能 (AI) 在医疗实践中的整合正在迅速发展.
- 像ChatGPT这样的大型语言模型 (LLM) 提供了潜在的好处,但在临床环境中需要严格的评估.
研究的目的:
- 评估ChatGPT在各种医疗任务中的性能.
- 确定AI在临床应用中的优势和局限性.
主要方法:
- 该研究评估了ChatGPT在患者沟通,病史记录,风险评估,差异诊断,临床决策,药物管理和治疗建议方面的表现.
- 绩效与医生的能力进行了基准测试.
主要成果:
- 聊天GPT在患者沟通和深入询问方面存在局限性,尽管它通常会记录病史.
- 虽然它对于差异诊断和一般药物指导是有效的,但它在复杂的临床决策,风险评估深度和预测副作用方面遇到了困难.
- 它在支持性治疗建议方面表现出色,但在患者住院等关键决策方面不足.
结论:
- 像ChatGPT这样的AI工具可以作为医学中的有价值的辅助技术.
- 临床实施需要清楚地了解AI目前的局限性,特别是在高风险的决策和细微的患者互动方面.
更多相关视频
相关概念视频
Psychosurgery
1.4K
Psychosurgery, the surgical alteration or permanent removal of brain tissue to alleviate severe psychological conditions, stands as one of the most radical and controversial treatments in the history of mental health care. Its development and application have evolved significantly, marked by dramatic shifts in scientific understanding and ethical perspectives.
Historical Development of Psychosurgery
In the 1930s, Portuguese neurologist Antonio Egas Moniz introduced a surgical procedure designed...
Historical Development of Psychosurgery
In the 1930s, Portuguese neurologist Antonio Egas Moniz introduced a surgical procedure designed...
1.4K
Psychosis: Goals of Pharmacotherapy
453
Antipsychotic drugs are a crucial treatment method for acute and chronic psychoses, bipolar illness, and behavioral disorders. The selection of these drugs depends on several factors, including the state of the disease, clinical judgment, possible drug interactions, and the patient's sensitivity to adverse effects. In immediate scenarios, such as delirium and dementia, short-term treatment with low doses of high-potency typical or atypical agents can effectively manage symptom exacerbation.
453
Treatment Strategies for Psychological Disorders
682
Treatment approaches for psychological disorders fall into three main categories: psychological, biological, and sociocultural. Each approach targets different aspects of mental health, requiring varying levels of education and training.
Psychological therapies focus on modifying emotions, thoughts, and behaviors through talking, interpreting, listening, rewarding, challenging, and modeling. Clinical psychologists, counselors, and social workers commonly practice psychotherapy. Clinical...
Psychological therapies focus on modifying emotions, thoughts, and behaviors through talking, interpreting, listening, rewarding, challenging, and modeling. Clinical psychologists, counselors, and social workers commonly practice psychotherapy. Clinical...
682


