منابع مشابه
Big data in medicine is driving big changes.
OBJECTIVES To summarise current research that takes advantage of "Big Data" in health and biomedical informatics applications. METHODS Survey of trends in this work, and exploration of literature describing how large-scale structured and unstructured data sources are being used to support applications from clinical decision making and health policy, to drug design and pharmacovigilance, and f...
متن کاملBig Data in Biology and Medicine
O. P. Trifonova*, V. A. Il’in, E. V. Kolker, A. V. Lisitsa 1 Orekhovich Research Institute of Biomedical Chemistry, Russian Academy of Medical Sciences, Pogodinskaya Str. 10, Bld. 8, Moscow, Russia, 119121 2 Scientific Research Center “Kurchatov Institute,” Academician Kurchatov Sq. 1, Moscow, Russia 123182 3 Skobel’tsyn Research Institute of Nuclear Physics, Lomonosov Moscow State University, ...
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During genomics life science research, the data volume of whole genomics and life science algorithm is going bigger and bigger, which is calculated as TB, PB or EB etc. The key problem will be how to store and analyze the data with optimized way. This paper demonstrates how Intel Big Data Technology and Architecture help to facilitate and accelerate the genomics life science research in data st...
متن کاملBig Data Analytics for Genomic Medicine
Genomic medicine attempts to build individualized strategies for diagnostic or therapeutic decision-making by utilizing patients' genomic information. Big Data analytics uncovers hidden patterns, unknown correlations, and other insights through examining large-scale various data sets. While integration and manipulation of diverse genomic data and comprehensive electronic health records (EHRs) o...
متن کاملBig data in sleep medicine: prospects and pitfalls in phenotyping
Clinical polysomnography (PSG) databases are a rich resource in the era of "big data" analytics. We explore the uses and potential pitfalls of clinical data mining of PSG using statistical principles and analysis of clinical data from our sleep center. We performed retrospective analysis of self-reported and objective PSG data from adults who underwent overnight PSG (diagnostic tests, n=1835). ...
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ژورنال
عنوان ژورنال: Clinical Chemistry
سال: 2015
ISSN: 0009-9147,1530-8561
DOI: 10.1373/clinchem.2015.248591