Ethics and governance are vital to the healthy and sustainable development of artificial intelligence(AI).With the long-term goal of keeping AI beneficial to human society,governments,research organizations,and compan...Ethics and governance are vital to the healthy and sustainable development of artificial intelligence(AI).With the long-term goal of keeping AI beneficial to human society,governments,research organizations,and companies in China have published ethical guidelines and principles for AI,and have launched projects to develop AI governance technologies.This paper presents a survey of these efforts and highlights the preliminary outcomes in China.It also describes the major research challenges in AI governance research and discusses future research directions.展开更多
This essay is the starting point of a new column in Intelligent Medicine that invites interdisciplinary perspectives on the social,ethical,legal,and responsibility aspects of the use of artificial intelligence(AI)in m...This essay is the starting point of a new column in Intelligent Medicine that invites interdisciplinary perspectives on the social,ethical,legal,and responsibility aspects of the use of artificial intelligence(AI)in medicine and health care.Papers in this column will examine the practical,conceptual,and policy dimensions of the use of AI for health-related purposes from comparative and international perspectives.We invite contributions from around the world in all application areas of AI for health,including health care,health research,drug development,health care system management,as well as public health and public health surveillance.The column aims to provide a forum for reflective and critical scholarship that contributes to the ongoing academic and policy debates about the development,use,governance,and implications of AI in medical and health care settings.To launch the column,we first provide an overview of recent approaches that have been developed to identify and address the effects and potential impacts of science and technology innovations on human societies and the environment.These include ethical,legal,and social implications/aspects(ELSI/A)research,responsible research and innovation(RRI),sustainability transitions research,and the use of international standard-setting instruments for responsible and open science issued by the United Nations Educational,Scientific,and Cultural Organization(UNESCO),the World Health Organization(WHO),and other international bodies.In Part Two of this essay,we discuss some of the central challenges that arise with regard to the integration of AI and big data analytics in medical and health care settings.This includes concerns regarding(i)the control,reliability,and trustworthiness of AI systems,(ii)privacy and surveillance,(iii)the impact of AI and automation on health care staffemployment and the nature of clinical work,(iv)the effects of AI on health inequalities,justice,and access to medical care,and(v)challenges related to regulation and governance.We end the essay with a call for papers and a set of questions that could be relevant for future studies.展开更多
The equilibrium and kinetic characteristics of the adsorption of erythromycin to Sepabeads SP825 were determined.The equilibrium data in a batch system was well described by a Langmuir isotherm.The separation performa...The equilibrium and kinetic characteristics of the adsorption of erythromycin to Sepabeads SP825 were determined.The equilibrium data in a batch system was well described by a Langmuir isotherm.The separation performance was investigated in a fixed-bed system with respect to the adsorption superficial velocity,ionic strength and pH.A mathematical model was used to simulate the mass transfer mechanism,taking film mass transfer,pore diffusion and axial dispersion into account.The model predictions were consistent with the experi-mental data and were consequently used to determine the mass transfer coefficients.展开更多
文摘Ethics and governance are vital to the healthy and sustainable development of artificial intelligence(AI).With the long-term goal of keeping AI beneficial to human society,governments,research organizations,and companies in China have published ethical guidelines and principles for AI,and have launched projects to develop AI governance technologies.This paper presents a survey of these efforts and highlights the preliminary outcomes in China.It also describes the major research challenges in AI governance research and discusses future research directions.
基金Achim Rosemann was supported by funding from the European Union’s Horizon 2020 research and innovation programme (Grant Nos. 945539, 786641, and 788503).
文摘This essay is the starting point of a new column in Intelligent Medicine that invites interdisciplinary perspectives on the social,ethical,legal,and responsibility aspects of the use of artificial intelligence(AI)in medicine and health care.Papers in this column will examine the practical,conceptual,and policy dimensions of the use of AI for health-related purposes from comparative and international perspectives.We invite contributions from around the world in all application areas of AI for health,including health care,health research,drug development,health care system management,as well as public health and public health surveillance.The column aims to provide a forum for reflective and critical scholarship that contributes to the ongoing academic and policy debates about the development,use,governance,and implications of AI in medical and health care settings.To launch the column,we first provide an overview of recent approaches that have been developed to identify and address the effects and potential impacts of science and technology innovations on human societies and the environment.These include ethical,legal,and social implications/aspects(ELSI/A)research,responsible research and innovation(RRI),sustainability transitions research,and the use of international standard-setting instruments for responsible and open science issued by the United Nations Educational,Scientific,and Cultural Organization(UNESCO),the World Health Organization(WHO),and other international bodies.In Part Two of this essay,we discuss some of the central challenges that arise with regard to the integration of AI and big data analytics in medical and health care settings.This includes concerns regarding(i)the control,reliability,and trustworthiness of AI systems,(ii)privacy and surveillance,(iii)the impact of AI and automation on health care staffemployment and the nature of clinical work,(iv)the effects of AI on health inequalities,justice,and access to medical care,and(v)challenges related to regulation and governance.We end the essay with a call for papers and a set of questions that could be relevant for future studies.
文摘The equilibrium and kinetic characteristics of the adsorption of erythromycin to Sepabeads SP825 were determined.The equilibrium data in a batch system was well described by a Langmuir isotherm.The separation performance was investigated in a fixed-bed system with respect to the adsorption superficial velocity,ionic strength and pH.A mathematical model was used to simulate the mass transfer mechanism,taking film mass transfer,pore diffusion and axial dispersion into account.The model predictions were consistent with the experi-mental data and were consequently used to determine the mass transfer coefficients.
