Women's attitudes to the use of AI image readers: a case study from a national breast screening programme

被引:33
作者
Lennox-Chhugani, Niamh [1 ]
Chen, Yan [2 ]
Pearson, Veronica [3 ]
Trzcinski, Bernadette [4 ]
James, Jonathan [5 ]
机构
[1] Res & Implementat TaoHlth Ltd, London, England
[2] Univ Nottingham, Sch Med, Nottingham, England
[3] Nottingham Univ Hosp NHS Trust, East Midlands Imaging Network, Nottingham, England
[4] United Lincolnshire Hosp NHS Trust, Breast Screening Serv, Lincoln, England
[5] Nottingham Univ Hosp NHS Trust, Nottingham Breast Inst, Nottingham, England
基金
“创新英国”项目;
关键词
health care; information science; public health;
D O I
10.1136/bmjhci-2020-100293
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background Researchers and developers are evaluating the use of mammogram readers that use artificial intelligence (AI) in clinical settings. Objectives This study examines the attitudes of women, both current and future users of breast screening, towards the use of AI in mammogram reading. Methods We used a cross-sectional, mixed methods study design with data from the survey responses and focus groups. We researched in four National Health Service hospitals in England. There we approached female workers over the age of 18 years and their immediate friends and family. We collected 4096 responses. Results Through descriptive statistical analysis, we learnt that women of screening age (>= 50 years) were less likely than women under screening age to use technology apps for healthcare advice (likelihood ratio=0.85, 95% CI 0.82 to 0.89, p<0.001). They were also less likely than women under screening age to agree that AI can have a positive effect on society (likelihood ratio=0.89, 95% CI 0.84 to 0.95, p<0.001). However, they were more likely to feel positive about AI used to read mammograms (likelihood ratio=1.09, 95% CI 1.02 to 1.17, p=0.009). Discussion and Conclusions Women of screening age are ready to accept the use of AI in breast screening but are less likely to use other AI-based health applications. A large number of women are undecided, or had mixed views, about the use of AI generally and they remain to be convinced that it can be trusted.
引用
收藏
页数:8
相关论文
共 45 条
[41]   Attitudes and perceptions of UK medical students towards artificial intelligence and radiology: a multicentre survey [J].
Sit, Cherry ;
Srinivasan, Rohit ;
Amlani, Ashik ;
Muthuswamy, Keerthini ;
Azam, Aishah ;
Monzon, Leo ;
Poon, Daniel Stephen .
INSIGHTS INTO IMAGING, 2020, 11 (01)
[42]   Primary care nurses' experiences of how the mass media influence frontline healthcare in the UK [J].
van Bekkum, Jennifer E. ;
Hilton, Shona .
BMC FAMILY PRACTICE, 2013, 14
[43]   A survey on the future of radiology among radiologists, medical students and surgeons: Students and surgeons tend to be more skeptical about artificial intelligence and radiologists may fear that other disciplines take over [J].
van Hoek, Jasper ;
Huber, Adrian ;
Leichtle, Alexander ;
Haermae, Kirsi ;
Hilt, Daniella ;
Von Tengg-Kobligk, Hendrik ;
Heverhagen, Johannes ;
Poellinger, Alexander .
EUROPEAN JOURNAL OF RADIOLOGY, 2019, 121
[44]   Patients' views of wearable devices and AI in healthcare: findings from the ComPaRe e-cohort [J].
Viet-Thi Tran ;
Riveros, Carolina ;
Ravaud, Philippe .
NPJ DIGITAL MEDICINE, 2019, 2 (1)
[45]   Impact of the rise of artificial intelligence in radiology: What do radiologists think? [J].
Waymel, Q. ;
Badr, S. ;
Demondion, X. ;
Cotten, A. ;
Jacques, T. .
DIAGNOSTIC AND INTERVENTIONAL IMAGING, 2019, 100 (06) :327-336