Hulsen, Tim.
Data Science in Healthcare : научная / ed. Tim
Hulsen. - Switzerland : Mdpi AG, 2022. - 199, [1] p. -
ISBN
978-3-0365-3983-6 : Б. ц.
Рубрики: Медицина
Кл.слова (ненормированные):
DATA, SCIENCE
Аннотация: Data science is an interdisciplinary field that
applies numerous techniques, such as machine learning, neural
networks, and deep learning, to create value based on extracting
knowledge and insights from available data. Advances in data
science have a significant impact on healthcare. While advances in
the sharing of medical information result in better and earlier
diagnoses as well as more patient-tailored treatments, information
management is also affected by trends such as increased patient
centricity (with shared decision making), self-care (e.g., using
wearables), and integrated care delivery. The delivery of health
services is being revolutionized through the sharing and
integration of health data across organizational boundaries. Via
data science, researchers can deliver new approaches to merge,
analyze, and process complex data and gain more actionable
insights, understanding, and knowledge at the individual and
population levels. This Special Issue focuses on how data science
is used in healthcare (e.g., through predictive modeling) and on
related topics, such as data sharing and data management.
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