To Err is (only) Human. Reflections on How to Move from Accuracy to Trust for Medical AI
نویسندگان
چکیده
In this paper, we contribute to the deconstruction of concept accuracy with respect machine learning systems that are used in human decision making, and specifically medicine. We argue that, by taking a socio-technical stance, it is necessary move from idea these “agents can err”, just tools which humans interpret new cases light technologically-mediated interpretation past cases, like if they were wearing pair tinted glasses. narrative, meaningless construct, while important beholders “believe their eyes” (or spectacles), therefore trust tool enough make sensible decisions.
منابع مشابه
To Err is Human
We argue for the importance of human error as a significant and oft-overlooked factor in system dependability, and contend that human behavior must be considered in both dependability benchmarks and high-dependability system designs. We support our claims with data illustrating that human-induced failures consistently account for half of all outages, and show that human error accompanies even t...
متن کاملfrom linguistics to literature: a linguistic approach to the study of linguistic deviations in the turkish divan of shahriar
chapter i provides an overview of structural linguistics and touches upon the saussurean dichotomies with the final goal of exploring their relevance to the stylistic studies of literature. to provide evidence for the singificance of the study, chapter ii deals with the controversial issue of linguistics and literature, and presents opposing views which, at the same time, have been central to t...
15 صفحه اولWhy and How Is Compassion Necessary to Provide Good Healthcare? Comments From an Academic Physician; Comment on “Why and How Is Compassion Necessary to Provide Good Quality Healthcare?”
This is a short commentary to the editorial issued by Marianna Fotaki, entitled: “Why and how is compassion necessary to provide good quality healthcare.” It introduces the necessity of a more cognitive approach to explore further the determinants of behavior towards compassionate care. It raises questions about the importance of training towards a more patient-care and values driven healthcare...
متن کاملReflections on the Move to Community Policing
An eclectic approach to providing "reflections" is presented in this paper. The author presents a nontraditional discussion of critical junctures and initiatives in the history of policing. For example, the lessons of failure in police patrol research from Kansas City and the unfulfilled opportunities from Project STAR and the Integrated Criminal Apprehension Program. The paper also examines th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Lecture notes in information systems and organisation
سال: 2021
ISSN: ['2195-4976', '2195-4968']
DOI: https://doi.org/10.1007/978-3-030-87842-9_4