Secure, privacy-preserving and federated machine learning in medical imaging

GA Kaissis, MR Makowski, D Rückert… - Nature Machine …, 2020 - nature.com
The broad application of artificial intelligence techniques in medicine is currently hindered
by limited dataset availability for algorithm training and validation, due to the absence of …

The Internet-of-Things: Review and research directions

ICL Ng, SYL Wakenshaw - International Journal of Research in Marketing, 2017 - Elsevier
This paper presents a review of the Internet-of-Things (IoT) through four conceptualizations:
IoT as liquification and density of information of resources; IoT as digital materiality; IoT as …

[책][B] The culture of surveillance: Watching as a way of life

D Lyon - 2018 - books.google.com
From 9/11 to the Snowden leaks, stories about surveillance increasingly dominate the
headlines. But surveillance is not only'done to us'–it is something we do in everyday life. We …

The right to explanation, explained

ME Kaminski - Research Handbook on Information Law and …, 2021 - elgaronline.com
15. The right to explanation, explained Page 1 278 15. The right to explanation, explained
Margot E. Kaminski1 I. INTRODUCTION Scholars and civil society groups on both sides of the …

Privacy-preserving machine learning: Threats and solutions

M Al-Rubaie, JM Chang - IEEE Security & Privacy, 2019 - ieeexplore.ieee.org
For privacy concerns to be addressed adequately in today's machine-learning (ML) systems,
the knowledge gap between the ML and privacy communities must be bridged. This article …

[HTML][HTML] Wearable activity trackers, accuracy, adoption, acceptance and health impact: A systematic literature review

G Shin, MH Jarrahi, Y Fei, A Karami… - Journal of biomedical …, 2019 - Elsevier
Wearable activity trackers (WAT) are electronic monitoring devices that enable users to track
and monitor their health-related physical fitness metrics including steps taken, level of …

Postdigital positionality

S Hayes - Encyclopedia of Postdigital Science and Education, 2023 - Springer
Positionality refers to the individual social and political context that creates a person's
identity, eg, race, class, gender, sexuality, ability, status, and how such markers influence the …

Transparency: motivations and challenges

A Weller - Explainable AI: interpreting, explaining and visualizing …, 2019 - Springer
Transparency is often deemed critical to enable effective real-world deployment of intelligent
systems. Yet the motivations for and benefits of different types of transparency can vary …

[책][B] Human factors in simple and complex systems

RW Proctor, T Van Zandt - 2018 - taylorfrancis.com
Recently, there have been a number of advances in technology, including in mobile devices,
globalization of companies, display technologies and healthcare, all of which require …

Designing value-sensitive AI: a critical review and recommendations for socio-technical design processes

M Sadek, RA Calvo, C Mougenot - AI and Ethics, 2024 - Springer
This paper presents a critical review of how different socio-technical design processes for AI-
based systems, from scholarly works and industry, support the creation of value-sensitive AI …