AIMC Topic: Big Data

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MitoScape: A big-data, machine-learning platform for obtaining mitochondrial DNA from next-generation sequencing data.

PLoS computational biology Nov 11, 2021
The growing number of next-generation sequencing (NGS) data presents a unique opportunity to study the combined impact of mitochondrial and nuclear-encoded genetic variation in complex disease. Mitochondrial DNA variants and in particular, heteroplas...
Humans Machine Learning DNA, Mitochondrial High-Throughput Nucleotide Sequencing Big Data Genes, Mitochondrial
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Obesity Mass Monitoring in Medical Big Data Based on High-Order Simulated Annealing Neural Network Algorithm.

Computational intelligence and neuroscience Nov 6, 2021
With the rapid development of information technology, hospital informatization has become the general trend. In this context, disease monitoring based on medical big data has been proposed and has aroused widespread concern. In order to overcome the ...
Big Data Neural Networks, Computer Obesity Algorithms Humans
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Neural Network-Oriented Big Data Model for Yoga Movement Recognition.

Computational intelligence and neuroscience Oct 30, 2021
The use of computer vision for target detection and recognition has been an interesting and challenging area of research for the past three decades. Professional athletes and sports enthusiasts in general can be trained with appropriate systems for c...
Reproducibility of Results Humans Big Data Neural Networks, Computer Artificial Intelligence Image Processing, Computer-Assisted Yoga
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Study on 3D Image Reconstruction Model of Sparring Action Based on Graph Neural Network (GNN).

Computational intelligence and neuroscience Oct 27, 2021
With the advent of the information age, human demand for information is increasing day by day. The emergence of the concept of big data has triggered a new round of technological revolution, and visual information plays an important role in informati...
Support Vector Machine Big Data Imaging, Three-Dimensional Algorithms Humans Neural Networks, Computer
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MRI, Big Data, and Artificial Intelligence: Rewards vs Risks.

Neurology Oct 4, 2021
Magnetic Resonance Imaging Reward Humans Artificial Intelligence Big Data
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A decade of machine learning-based predictive models for human pharmacokinetics: Advances and challenges.

Drug discovery today Sep 27, 2021
Traditionally, in vitro and in vivo methods are useful for estimating human pharmacokinetics (PK) parameters; however, it is impractical to perform these complex and expensive experiments on a large number of compounds. The integration of publicly av...
Drug Discovery Big Data Machine Learning Pharmacokinetics Quantitative Structure-Activity Relationship Humans Artificial Intelligence
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Detection of COVID-19 in Chest X-ray Images: A Big Data Enabled Deep Learning Approach.

International journal of environmental research and public health Sep 27, 2021
Coronavirus disease (COVID-19) spreads from one person to another rapidly. A recently discovered coronavirus causes it. COVID-19 has proven to be challenging to detect and cure at an early stage all over the world. Patients showing symptoms of COVID-...
Big Data X-Rays SARS-CoV-2 Deep Learning COVID-19 Humans
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Feature Selection and Feature Stability Measurement Method for High-Dimensional Small Sample Data Based on Big Data Technology.

Computational intelligence and neuroscience Sep 23, 2021
With the rapid development of artificial intelligence in recent years, the research on image processing, text mining, and genome informatics has gradually deepened, and the mining of large-scale databases has begun to receive more and more attention....
Technology Big Data Data Mining Artificial Intelligence Algorithms
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Application and Effectiveness of Big Data and Artificial Intelligence in the Construction of Nursing Sensitivity Quality Indicators.

Journal of healthcare engineering Sep 21, 2021
In order to explore the quality management efficiency of applying big data and artificial intelligence in nursing quality index, a method of building a nursing management platform integrating nursing indicators and nursing events is proposed. Based o...
Humans Artificial Intelligence Technology Big Data Quality Indicators, Health Care
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Privacy and artificial intelligence: challenges for protecting health information in a new era.

BMC medical ethics Sep 15, 2021
BACKGROUND: Advances in healthcare artificial intelligence (AI) are occurring rapidly and there is a growing discussion about managing its development. Many AI technologies end up owned and controlled by private entities. The nature of the implementa...
Humans Artificial Intelligence Computer Security Data Anonymization Privacy Big Data
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