AIMC Topic: Privacy
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VANTAGE6: an open source priVAcy preserviNg federaTed leArninG infrastructurE for Secure Insight eXchange.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Jan 25, 2021
Answering many of the research questions in the field of cancer informatics requires incorporating and centralizing data that are hosted by different parties. Federated Learning (FL) has emerged as a new approach in which a global model can be genera...
Insights into mobile health application market via a content analysis of marketplace data with machine learning.
PloS one
Jan 6, 2021
BACKGROUND: Despite the benefits offered by an abundance of health applications promoted on app marketplaces (e.g., Google Play Store), the wide adoption of mobile health and e-health apps is yet to come.
Adoption of Digital Technologies in Health Care During the COVID-19 Pandemic: Systematic Review of Early Scientific Literature.
Journal of medical Internet research
Nov 6, 2020
BACKGROUND: The COVID-19 pandemic is favoring digital transitions in many industries and in society as a whole. Health care organizations have responded to the first phase of the pandemic by rapidly adopting digital solutions and advanced technology ...
How Might Artificial Intelligence Applications Impact Risk Management?
AMA journal of ethics
Nov 1, 2020
Artificial intelligence (AI) applications have attracted considerable ethical attention for good reasons. Although AI models might advance human welfare in unprecedented ways, progress will not occur without substantial risks. This article considers ...
Review of Clinical Research Informatics.
Yearbook of medical informatics
Aug 21, 2020
OBJECTIVES: Clinical Research Informatics (CRI) declares its scope in its name, but its content, both in terms of the clinical research it supports-and sometimes initiates-and the methods it has developed over time, reach much further than the name s...
The ethics of AI in health care: A mapping review.
Social science & medicine (1982)
Jul 15, 2020
This article presents a mapping review of the literature concerning the ethics of artificial intelligence (AI) in health care. The goal of this review is to summarise current debates and identify open questions for future research. Five literature da...
Predicting personality from patterns of behavior collected with smartphones.
Proceedings of the National Academy of Sciences of the United States of America
Jul 14, 2020
Smartphones enjoy high adoption rates around the globe. Rarely more than an arm's length away, these sensor-rich devices can easily be repurposed to collect rich and extensive records of their users' behaviors (e.g., location, communication, media co...
Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective?
European radiology
May 6, 2020
Digitization of medicine requires systematic handling of the increasing amount of health data to improve medical diagnosis. In this context, the integration of the versatile diagnostic information, e.g., from anamnesis, imaging, histopathology, and c...
Medical Imaging and Privacy in the Era of Artificial Intelligence: Myth, Fallacy, and the Future.
Journal of the American College of Radiology : JACR
Apr 28, 2020
Ethics in Health Informatics.
Yearbook of medical informatics
Apr 17, 2020
Contemporary bioethics was fledged and is sustained by challenges posed by new technologies. These technologies have affected many lives. Yet health informatics affects more lives than any of them. The challenges include the development and the appro...
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