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Large AI Models in Health Informatics: Applications, Challenges, and the Future [PDF]
JBHI, 2023, 2023 Large AI models, or foundation models, are models recently emerging with massive scales both parameter-wise and data-wise, the magnitudes of which can reach beyond billions. Once pretrained, large AI models demonstrate impressive performance in various downstream tasks.
Jianing Qiu +12 more
arxiv +3 more sources
Frontiers in Digital Health, 2022 The connection between human health and climate change has had a scientific basis for many decades. However, little attention has been directed to applying the science of health informatics to this aspect of health and healthcare until recently.
Kathleen Gray
doaj +2 more sources
Health Informatics and the Internet [PDF]
Yearbook of Medical Informatics, 1998 Internet-networks; Health and clinical management's; Computer-based patient records; Information systems; Image and signal processing; Decision-support and knowledge processing; Education.
Jan H. van Bemmel, Alexa T. McCray
openalex +4 more sources
Ethics in Health Informatics [PDF]
Yearbook of Medical Informatics, 2020 SummaryContemporary 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 appropriate uses and users of machine learning software, the balancing of privacy rights against the ...
K. Goodman
openaire +4 more sources
Deep Learning for Health Informatics [PDF]
IEEE Journal of Biomedical and Health Informatics, 2017 With a massive influx of multimodality data, the role of data analytics in health informatics has grown rapidly in the last decade. This has also prompted increasing interests in the generation of analytical, data driven models based on machine learning in health informatics. Deep learning, a technique with its foundation in artificial neural networks,
Ravi' D. +6 more
openaire +7 more sources
Health system informatics [PDF]
American Journal of Health-System Pharmacy, 1997 The application of informatics in a health system in general and to pharmacy in particular is discussed. Informatics is the use of information technology to enhance the quality of care, facilitate accountability, and assist in cost containment. Tying the pieces of health care into a seamless system using informatics principles yields a more rational ...
Bill G. Felkey
openalex +4 more sources
From silos to synergy: integrating academic health informatics with operational IT for healthcare transformation [PDF]
npj Digital MedicineWe have entered a new age of health informatics—applied health informatics—where digital health innovation cannot be pursued without considering operational needs.
Devin M. Mann +3 more
doaj +2 more sources
Nursing Informatics: Decades of Contribution to Health Informatics [PDF]
Healthcare Informatics Research, 2013 ObjectivesIn this paper we present a contemporary understanding of "nursing informatics" and relate it to applications in three specific contexts, hospitals, community health, and home dwelling, to illustrate achievements that contribute to the overall ...
Anne Moen, Lina Merete Mæland Knudsen
doaj +5 more sources
Health informatics education for clinicians and managers - What's holding up progress? [PDF]
, 2004 This paper reports outcomes of a national survey of health informatics (HI) education and training carried out in the UK. A questionnaire to elicit details of HI and IT skills teaching was derived from a national consensus document (Learning to Manage ...
Clamp, S +5 more
core +3 more sources
Public Health Informatics in Local and State Health Agencies: An Update From the Public Health Workforce Interests and Needs Survey [PDF]
Journal of Public Health Management and Practice, 2019 OBJECTIVE: To characterize public health informatics (PHI) specialists and identify the informatics needs of the public health workforce. DESIGN: Cross-sectional study. SETTING: US local and state health agencies.
Dixon, Brian E. +3 more
core +2 more sources