Results 51 to 60 of about 30,851 (169)

Relation extraction between bacteria and biotopes from biomedical texts with attention mechanisms and domain-specific contextual representations

BMC Bioinformatics, 2019
Background The Bacteria Biotope (BB) task is a biomedical relation extraction (RE) that aims to study the interaction between bacteria and their locations. This task is considered to pertain to fundamental knowledge in applied microbiology. Some previous
Amarin Jettakul, Duangdao Wichadakul, Peerapon Vateekul   +2 more
doaj   +1 more source

Perspectives on Big Data and Big Data Analytics [PDF]

Database Systems Journal, 2012
Nowadays companies are starting to realize the importance of using more data in order to support decision for their strategies. It was said and proved through study cases that “More data usually beats better algorithms”. With this statement companies started to realize that they can chose to invest more in processing larger sets of data rather than ...
Elena Geanina ULARU, Florina Camelia PUICAN, Anca APOSTU, Manole VELICANU   +3 more
openaire   +1 more source

Big Data Analytics [PDF]

HMD Praxis der Wirtschaftsinformatik, 2019
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Big Data Analytics for Obesity Prediction

, 2018
Feature selection (FS) is essential for the analysis of genomic datasets with millions of features. In such context, Big Data tools are paramount, but the use of standard machine learning models is limited for data with such low instances to features ratios.
Bilal , Ahsan, Vellido Alcacena, Alfredo, Ribas Ripoll, Vicent   +2 more
openaire   +3 more sources

Identification of potential susceptibility loci for non-small cell lung cancer through whole genome sequencing in circadian rhythm genes

Scientific Reports
Lung cancer is a malignant tumor with a high morbidity and mortality rate worldwide, causing an increasing disease burden. Of these, the most common type is non-small cell lung cancer (NSCLC), which accounts for 80–85% of all lung cancer cases.
Xiaohang Xu, Luopiao Xu, Zeyong Lang, Gege Sun, Junlong Pan, Xue Li, Zilong Bian, Xifeng Wu   +7 more
doaj   +1 more source

Metabolic syndrome including both elevated blood pressure and elevated fasting plasma glucose is associated with higher mortality risk: a prospective study

Diabetology & Metabolic Syndrome
Background Metabolic syndrome (MetS) encompasses a collection of metabolic abnormalities. This study aims to determine which combination of MetS components has the highest mortality risk, and to investigate the causal relationships between MetS ...
Shu Li, Chi Pang Wen, Huakang Tu, Sicong Wang, Xue Li, Andi Xu, Wenyuan Li, Xifeng Wu   +7 more
doaj   +1 more source

Distributed Analytics For Big Data: A Survey

Neurocomputing
In recent years, a constant and fast information growing has characterized digital applications in the majority of real-life scenarios. Thus, a new information asset, namely Big Data, has been defined and lead to different challenges, mainly related to data storage, management and analysis.
Berloco, Francesco, Bevilacqua, Vitoantonio, Colucci, Simona   +2 more
openaire   +2 more sources

Multi-omics insight into the molecular networks of mental disorder related genetic pathways in the pathogenesis of inflammatory bowel disease

Translational Psychiatry
Mental disorders are associated with inflammatory bowel disease (IBD), but the genetic pathophysiology is not fully understood. We obtained data on mental disorder-related gene methylation, expression, protein levels, and summary statistics of IBD, and ...
Meng Zhang, Jianhui Zhao, Haosen Ji, Yuqian Tan, Siyun Zhou, Jing Sun, Yuan Ding, Xue Li   +7 more
doaj   +1 more source

Machine learning for predicting all-cause mortality of metabolic dysfunction-associated fatty liver disease: a longitudinal study based on NHANES

BMC Gastroenterology
Background The mortality burden of metabolic dysfunction-associated fatty liver disease (MAFLD) is rising, making it crucial to predict mortality and identify the factors influencing it.
Xueni Wang, Huihui Chen, Luqiao Wang, Wenguang Sun   +3 more
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Associations of arthritis with functional disability and depressive symptoms in general US adults: NHANES 1988–1994 and 1999–2018

Aging Medicine
Objectives This study aimed to examine the associations of arthritis with functional disability and depressive symptoms among general US adults. Additionally, it explored the relationship between radiographic knee osteoarthritis (assessed by X‐ray ...
Xiaoting Liu, Yunzhen Huang, Jinjing Fu, Mayila Mohedaner, Danzengzhuoga, Gan Yang, Zhenqing Yang, Xueqin Li, Xinye Ma, Qiqi Zhang, Zuyun Liu, Xifeng Wu, Zhimin Ying   +12 more
doaj   +1 more source