Privacy, bias and the clinical use of facial recognition technology: A survey of genetics professionals

IF 2.8 3区 医学 Q2 GENETICS & HEREDITY
Elias Aboujaoude, Janice Light, Julia E. H. Brown, W. John Boscardin, Benedikt Hallgrímsson, Ophir D. Klein
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引用次数: 0

Abstract

Facial recognition technology (FRT) has been adopted as a precision medicine tool. The medical genetics field highlights both the clinical potential and privacy risks of this technology, putting the discipline at the forefront of a new digital privacy debate. Investigating how geneticists perceive the privacy concerns surrounding FRT can help shape the evolution and regulation of the field, and provide lessons for medicine and research more broadly. Five hundred and sixty-two genetics clinicians and researchers were approached to fill out a survey, 105 responded, and 80% of these completed. The survey consisted of 48 questions covering demographics, relationship to new technologies, views on privacy, views on FRT, and views on regulation. Genetics professionals generally placed a high value on privacy, although specific views differed, were context-specific, and covaried with demographic factors. Most respondents (88%) agreed that privacy is a basic human right, but only 37% placed greater weight on it than other values such as freedom of speech. Most respondents (80%) supported FRT use in genetics, but not necessarily for broader clinical use. A sizeable percentage (39%) were unaware of FRT's lower accuracy rates in marginalized communities and of the mental health effects of privacy violations (62%), but most (76% and 75%, respectively) expressed concern when informed. Overall, women and those who self-identified as politically progressive were more concerned about the lower accuracy rates in marginalized groups (88% vs. 64% and 83% vs. 63%, respectively). Younger geneticists were more wary than older geneticists about using FRT in genetics (28% compared to 56% “strongly” supported such use). There was an overall preference for more regulation, but respondents had low confidence in governments' or technology companies' ability to accomplish this. Privacy views are nuanced and context-dependent. Support for privacy was high but not absolute, and clear deficits existed in awareness of crucial FRT-related discrimination potential and mental health impacts. Education and professional guidelines may help to evolve views and practices within the field.

隐私、偏见和面部识别技术的临床应用:一项针对遗传学专业人员的调查。
人脸识别技术(FRT)已被用作一种精确的医学工具。医学遗传学领域强调了这项技术的临床潜力和隐私风险,将该学科置于新的数字隐私辩论的前沿。调查遗传学家如何看待围绕FRT的隐私问题,有助于塑造该领域的演变和监管,并为更广泛的医学和研究提供经验教训。有562名遗传学临床医生和研究人员参与了一项调查,105人做出了回应,其中80%已经完成。该调查包括48个问题,涉及人口统计、与新技术的关系、对隐私的看法、对FRT的看法和对监管的看法。遗传学专业人士通常高度重视隐私,尽管具体观点不同,有特定的背景,并与人口统计因素相结合。大多数受访者(88%)同意隐私是一项基本人权,但只有37%的人比言论自由等其他价值观更重视隐私。大多数受访者(80%)支持FRT在遗传学中的应用,但不一定用于更广泛的临床应用。相当大比例的人(39%)不知道FRT在边缘化社区的准确率较低,也不知道侵犯隐私对心理健康的影响(62%),但大多数人(分别为76%和75%)在知情时表示担忧。总体而言,女性和那些自认为政治进步的人更担心边缘化群体的准确率较低(分别为88%对64%和83%对63%)。年轻的遗传学家比年长的遗传病学家更谨慎地在遗传学中使用FRT(28%的人“强烈”支持这种使用)。总体上倾向于加强监管,但受访者对政府或科技公司实现这一目标的能力信心不足。隐私观点是细致入微的,取决于上下文。对隐私的支持率很高,但不是绝对的,在对FRT相关的歧视潜力和心理健康影响的认识方面存在明显不足。教育和专业指导方针可能有助于发展该领域的观点和做法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.00
自引率
0.00%
发文量
42
审稿时长
>12 weeks
期刊介绍: Seminars in Medical Genetics, Part C of the American Journal of Medical Genetics (AJMG) , serves as both an educational resource and review forum, providing critical, in-depth retrospectives for students, practitioners, and associated professionals working in fields of human and medical genetics. Each issue is guest edited by a researcher in a featured area of genetics, offering a collection of thematic reviews from specialists around the world. Seminars in Medical Genetics publishes four times per year.
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