An efficient categorization of liver cirrhosis using convolution neural networks for health informatics
Sign Up to like & getrecommendations! Published in 2017 at "Cluster Computing"
DOI: 10.1007/s10586-017-1629-2
Abstract: Accurate categorization of cirrhosis liver image in ultrasound modality is of great importance in medical diagnosis and treatment. Health informatics is important as it provides quick predictions on diseases based on nearness of symptoms. Modelling… read more here.
Keywords: categorization; image; convolution neural; cirrhosis ... See more keywords
Implementation of a TCM-based computational health informatics diagnostic tool for Sub-Saharan African students
Sign Up to like & getrecommendations! Published in 2019 at "Informatics in Medicine Unlocked"
DOI: 10.1016/j.imu.2018.12.002
Abstract: Abstract Health status checkup is a crucial step towards early detection of diseases. Health status diagnosis, in university health centers, within the sub-Saharan African region, can be cumbersome and time consuming. In many cases, facilities… read more here.
Keywords: health; health informatics; tool; diagnostic tool ... See more keywords
Public and Population Health Informatics: The Bridging of Big Data to Benefit Communities
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DOI: 10.1055/s-0038-1667081
Abstract: Summary Objective: To summarize the recent public and population health informatics literature with a focus on the synergistic “bridging” of electronic data to benefit communities and other populations. Methods: The review was primarily driven by… read more here.
Keywords: big data; public population; population health; health ... See more keywords
Consumer Health Informatics for Racial and Ethnic Minoritized Communities: Minor Progress, Major Opportunities
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DOI: 10.1055/s-0042-1742520
Abstract: Summary Objective : By reducing barriers to accessing health services and by supporting health management, consumer health informatics has the potential to reduce health disparities. Yet, technologies are still being designed without considerations for racial… read more here.
Keywords: health; health informatics; ethnic minoritized; racial ethnic ... See more keywords
Equitable Research PRAXIS: A Framework for Health Informatics Methods
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DOI: 10.1055/s-0042-1742542
Abstract: Summary Objectives : There is growing attention to health equity in health informatics research. However, the literature lacks a comprehensive framework outlining critical considerations for health informatics research with marginalized groups. Methods : Literature review… read more here.
Keywords: health; marginalized people; health informatics; framework ... See more keywords
Health informatics, healthcare quality and safety, and healthcare simulation: continuing the discussion to advance healthcare operations
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DOI: 10.1080/20476965.2020.1732013
Abstract: ABSTRACT This issue is the second in the series to explore the intersection of health informatics, healthcare quality and safety, and healthcare simulation. The uses of all three domains to advance healthcare operations has been… read more here.
Keywords: informatics healthcare; healthcare quality; health informatics; healthcare operations ... See more keywords
The Global Health Informatics landscape and JAMIA
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DOI: 10.1093/jamia/ocad024
Abstract: Global Health Informatics (GHI) as a branch of health informatics has been established for 2 decades now. During that time, great strides have been made in the creation and implementation of informatics tools to improve… read more here.
Keywords: health; jamia global; health informatics; global health ... See more keywords
Health Informatics Tools to Improve Utilization of Laboratory Tests.
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DOI: 10.1093/labmed/lmw066
Abstract: Herein, we discuss improper test utilization practices and their implications on delivery of health care, as well as providing a brief explanation of the means to reduce such practices by improvement of personnel factors, particularly… read more here.
Keywords: improve utilization; informatics tools; tools improve; health ... See more keywords
IEEE Access Special Section Editorial: Health Informatics for the Developing World
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DOI: 10.1109/access.2017.2783118
Abstract: We live in a world with growing disparity in the quality of life available to people in the developed and developing countries. Healthcare in the developing world is fraught with numerous problems such as the… read more here.
Keywords: developing world; ieee access; world; health ... See more keywords
Performance Enhancement of Predictive Analytics for Health Informatics Using Dimensionality Reduction Techniques and Fusion Frameworks
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DOI: 10.1109/access.2021.3139123
Abstract: Predictive analytics has become an essential area of research in health informatics. The availability of multi-source and multi-modal data in healthcare has made the disease prediction, diagnosis, and medication process more effective and reliable. However,… read more here.
Keywords: health informatics; dimensionality reduction; reduction techniques; reduction ... See more keywords
Deep Learning for Health Informatics
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2016.2636665
Abstract: 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… read more here.
Keywords: deep learning; learning health; informatics deep; health ... See more keywords