AIMC Topic: Big Data

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The communication path and improvement strategy of symbolic culture of sneaker consumption culture using the big data analysis.

PloS one Jul 19, 2023
With the emergence of Artificial Intelligence technology and the advancement of science and technology, the current mainstream path of social development is continuously updating and improving various industries using technology. Therefore, in order ...
Neural Networks, Computer Humans Female Artificial Intelligence Big Data Communication Physiological Phenomena
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A novel neural network model with distributed evolutionary approach for big data classification.

Scientific reports Jul 8, 2023
The considerable improvement of technology produced for various applications has resulted in a growth in data sizes, such as healthcare data, which is renowned for having a large number of variables and data samples. Artificial neural networks (ANN) ...
Algorithms Big Data Neural Networks, Computer
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Artificial Intelligence and Big Data Technologies in the Construction of Surgical Risk Prediction Model for Patients with Coronary Artery Bypass Grafting.

Computational intelligence and neuroscience Jul 7, 2023
The objective of this work was to predict the risk of mortality rate in patients with coronary artery bypass grafting (CABG) based on the risk prediction model of CABG using artificial intelligence (AI) and big data technologies. The clinical data of...
Artificial Intelligence Risk Assessment Humans Heart Diseases Big Data ROC Curve Coronary Artery Bypass
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A deep learning approach to private data sharing of medical images using conditional generative adversarial networks (GANs).

PloS one Jul 6, 2023
Clinical data sharing can facilitate data-driven scientific research, allowing a broader range of questions to be addressed and thereby leading to greater understanding and innovation. However, sharing biomedical data can put sensitive personal infor...
Image Processing, Computer-Assisted Benchmarking Information Dissemination Academies and Institutes Deep Learning Humans Big Data
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From Corrective to Predictive Maintenance-A Review of Maintenance Approaches for the Power Industry.

Sensors (Basel, Switzerland) Jun 27, 2023
Appropriate maintenance of industrial equipment keeps production systems in good health and ensures the stability of production processes. In specific production sectors, such as the electrical power industry, equipment failures are rare but may lead...
Costs and Cost Analysis Industry Artificial Intelligence Big Data Engineering
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Differentially private knowledge transfer for federated learning.

Nature communications Jun 24, 2023
Extracting useful knowledge from big data is important for machine learning. When data is privacy-sensitive and cannot be directly collected, federated learning is a promising option that extracts knowledge from decentralized data by learning and exc...
Big Data Privacy Knowledge Artificial Intelligence Machine Learning
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Population-Based Applications and Analytics Using Patient-Reported Outcome Measures.

The Journal of the American Academy of Orthopaedic Surgeons Jun 2, 2023
The intersection of big data and artificial intelligence (AI) has resulted in advances in numerous areas, including machine learning, computer vision, and natural language processing. Although there are many potentially transformative applications of...
Ecosystem Big Data Humans Artificial Intelligence Machine Learning Patient Reported Outcome Measures
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Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine.

Computers in biology and medicine May 30, 2023
Mounting evidence has highlighted the implementation of big data handling and management in the healthcare industry to improve the clinical services. Various private and public companies have generated, stored, and analyzed different types of big hea...
Big Data Delivery of Health Care Precision Medicine Machine Learning Humans Artificial Intelligence
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Artificial intelligence, big data and heart transplantation: Actualities.

International journal of medical informatics May 25, 2023
BACKGROUND: As diagnostic and prognostic models developed by traditional statistics perform poorly in real-world, artificial intelligence (AI) and Big Data (BD) may improve the supply chain of heart transplantation (HTx), allocation opportunities, co...
Big Data Prognosis Humans Heart Transplantation Retrospective Studies Artificial Intelligence
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Development of Indirect Health Data Linkage on Health Product Use and Care Trajectories in France: Systematic Review.

Journal of medical Internet research May 18, 2023
BACKGROUND: European national disparities in the integration of data linkage (ie, being able to match patient data between databases) into routine public health activities were recently highlighted. In France, the claims database covers almost the wh...
Registries Information Storage and Retrieval Big Data Humans Artificial Intelligence Hospitals
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