Centre for Research Ethics & Bioethics (CRB), Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
Capio S:t Görans Hospital, Stockholm, Sweden.
BMJ Open. 2024 Feb 14;14(2):e084014. doi: 10.1136/bmjopen-2024-084014.
Understanding women's perspectives can help to create an effective and acceptable artificial intelligence (AI) implementation for triaging mammograms, ensuring a high proportion of screening-detected cancer. This study aimed to explore Swedish women's perceptions and attitudes towards the use of AI in mammography.
Semistructured interviews were conducted with 16 women recruited in the spring of 2023 at Capio S:t Görans Hospital, Sweden, during an ongoing clinical trial of AI in screening (ScreenTrustCAD, NCT04778670) with Philips equipment. The interview transcripts were analysed using inductive thematic content analysis.
In general, women viewed AI as an excellent complementary tool to help radiologists in their decision-making, rather than a complete replacement of their expertise. To trust the AI, the women requested a thorough evaluation, transparency about AI usage in healthcare, and the involvement of a radiologist in the assessment. They would rather be more worried because of being called in more often for scans than risk having overlooked a sign of cancer. They expressed substantial trust in the healthcare system if the implementation of AI was to become a standard practice.
The findings suggest that the interviewed women, in general, hold a positive attitude towards the implementation of AI in mammography; nonetheless, they expect and demand more from an AI than a radiologist. Effective communication regarding the role and limitations of AI is crucial to ensure that patients understand the purpose and potential outcomes of AI-assisted healthcare.
了解女性的观点有助于为乳腺 X 光筛查中的人工智能(AI)实施创造一种有效且可接受的方法,从而确保较高比例的筛查检出癌症。本研究旨在探讨瑞典女性对 AI 在乳腺 X 光检查中应用的看法和态度。
在 2023 年春季,在瑞典 Capio S:t Görans 医院对正在进行的 AI 筛查临床试验(ScreenTrustCAD,NCT04778670)中招募了 16 名女性,使用飞利浦设备进行半结构化访谈。使用归纳主题内容分析法对访谈记录进行分析。
总体而言,女性认为 AI 是帮助放射科医生做出决策的绝佳辅助工具,而不是完全替代他们的专业知识。为了信任 AI,女性要求对其进行全面评估,透明化 AI 在医疗保健中的使用,并让放射科医生参与评估。她们宁愿因更频繁地被要求进行扫描而感到担忧,也不愿冒着错过癌症迹象的风险。如果 AI 的实施成为标准做法,她们对医疗保健系统表示出极大的信任。
研究结果表明,接受采访的女性普遍对 AI 在乳腺 X 光检查中的应用持积极态度;然而,她们对 AI 的期望和要求超过了对放射科医生的期望和要求。有效沟通 AI 的作用和局限性至关重要,以确保患者了解 AI 辅助医疗的目的和潜在结果。