User profiles for "author:Effy Vayena"

Effy Vayena

ETH Zurich
Verified email at hest.ethz.ch
Cited by 13712

The global landscape of AI ethics guidelines

A Jobin, M Ienca, E Vayena - Nature machine intelligence, 2019 - nature.com
In the past five years, private companies, research institutions and public sector
organizations have issued principles and guidelines for ethical artificial intelligence (AI) …

[HTML][HTML] Considerations for ethics review of big data health research: A scoping review

M Ienca, A Ferretti, S Hurst, M Puhan, C Lovis… - PloS one, 2018 - journals.plos.org
Big data trends in biomedical and health research enable large-scale and multi-dimensional
aggregation and analysis of heterogeneous data sources, which could ultimately result in …

Digital health: meeting the ethical and policy challenges

E Vayena, T Haeusermann… - Swiss medical …, 2018 - research-collection.ethz.ch
Digital health encompasses a wide range of novel digital technologies related to health and
medicine. Such technologies rely on recent advances in the collection and analysis of ever …

[HTML][HTML] AI4People—an ethical framework for a good AI society: opportunities, risks, principles, and recommendations

L Floridi, J Cowls, M Beltrametti, R Chatila… - Minds and …, 2018 - Springer
This article reports the findings of AI4People, an Atomium—EISMD initiative designed to lay
the foundations for a “Good AI Society”. We introduce the core opportunities and risks of AI …

[HTML][HTML] Explainability for artificial intelligence in healthcare: a multidisciplinary perspective

J Amann, A Blasimme, E Vayena, D Frey… - BMC medical informatics …, 2020 - Springer
Background Explainability is one of the most heavily debated topics when it comes to the
application of artificial intelligence (AI) in healthcare. Even though AI-driven systems have …

[HTML][HTML] On the responsible use of digital data to tackle the COVID-19 pandemic

M Ienca, E Vayena - Nature medicine, 2020 - nature.com
Large-scale collection of data could help curb the COVID-19 pandemic, but it should not
neglect privacy and public trust. Best practices should be identified to maintain responsible …

[HTML][HTML] Machine learning in medicine: addressing ethical challenges

E Vayena, A Blasimme, IG Cohen - PLoS medicine, 2018 - journals.plos.org
Machine learning in medicine: Addressing ethical challenges | PLOS Medicine Skip to main
content Advertisement PLOS Medicine Browse Current Issue Journal Archive Special Issues …

[HTML][HTML] Digital tools against COVID-19: taxonomy, ethical challenges, and navigation aid

U Gasser, M Ienca, J Scheibner, J Sleigh… - The lancet digital …, 2020 - thelancet.com
Data collection and processing via digital public health technologies are being promoted
worldwide by governments and private companies as strategic remedies for mitigating the …

[BOOK][B] Current practices and controversies in assisted reproduction: report of a meeting on medical, ethical and social aspects of assisted reproduction, held at WHO …

E Vayena, PJ Rowe, PD Griffin - 2002 - apps.who.int
Current practices and controversies in assisted reproduction: report of a meeting on medical,
ethical and social aspects of assisted reproduction, held at WHO Headquarters in Geneva …

[HTML][HTML] Ethical challenges of big data in public health

E Vayena, M Salathé, LC Madoff… - PLoS computational …, 2015 - journals.plos.org
Digital epidemiology, also referred to as digital disease detection (DDD), is motivated by the
same objectives as traditional epidemiology. However, DDD focuses on electronic data …