AIMC Topic: Big Data

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Optimized robust learning framework based on big data for forecasting cardiovascular crises.

Scientific reports Nov 15, 2024
Numerous Deep Learning (DL) scenarios have been developed for evolving new healthcare systems that leverage large datasets, distributed computing, and the Internet of Things (IoT). However, the data used in these scenarios tend to be noisy, necessita...
Big Data Deep Learning Neural Networks, Computer Algorithms Humans Forecasting Cardiovascular Diseases
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Big data from population surveys and environmental monitoring-based machine learning predictions of indoor PM in 22 cities in China.

Ecotoxicology and environmental safety Nov 5, 2024
Many studies have confirmed that PM exposure can cause a variety of diseases. Because people spend most of their time indoors, exposure to PM in indoor environments is critical to population health. Large-population, long-term, continuous, and accura...
Air Pollution, Indoor Particulate Matter Environmental Monitoring Air Pollutants Machine Learning China Big Data Cities Humans
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The Role of Artificial Intelligence and Big Data for Gastrointestinal Disease.

Gastrointestinal endoscopy clinics of North America Oct 29, 2024
Artificial intelligence (AI) is a rapidly evolving presence in all fields and industries, with the ability to both improve quality and reduce the burden of human effort. Gastroenterology is a field with a focus on diagnostic techniques and procedures...
Humans Artificial Intelligence Gastrointestinal Diseases Gastroenterology Big Data
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Big data and artificial intelligence-aided crop breeding: Progress and prospects.

Journal of integrative plant biology Oct 28, 2024
The past decade has witnessed rapid developments in gene discovery, biological big data (BBD), artificial intelligence (AI)-aided technologies, and molecular breeding. These advancements are expected to accelerate crop breeding under the pressure of ...
Crops, Agricultural Artificial Intelligence Plant Breeding Big Data
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Machine learning algorithms translate big data into predictive breeding accuracy.

Trends in plant science Oct 26, 2024
Statistical machine learning (ML) extracts patterns from extensive genomic, phenotypic, and environmental data. ML algorithms automatically identify relevant features and use cross-validation to ensure robust models and improve prediction reliability...
Gene-Environment Interaction Plant Breeding Machine Learning Big Data Algorithms Genomics Phenotype
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Human Capital and Productivity in Surgery Research Across the Globe: A Big Data Analysis Using Artificial Intelligence.

The Journal of surgical research Oct 25, 2024
INTRODUCTION: No investigation of each nation's contribution to knowledge production and human capital in surgery currently exists. Previous studies explored country-level research productivity only in few surgical subspecialties. To identify current...
Authorship Retrospective Studies Humans Artificial Intelligence General Surgery Big Data Biomedical Research Bibliometrics Efficiency
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Big data and artificial intelligence applied to blood and CSF fluid biomarkers in multiple sclerosis.

Frontiers in immunology Oct 18, 2024
Artificial intelligence (AI) has meant a turning point in data analysis, allowing predictions of unseen outcomes with precedented levels of accuracy. In multiple sclerosis (MS), a chronic inflammatory-demyelinating condition of the central nervous sy...
Big Data Multiple Sclerosis Artificial Intelligence Humans Biomarkers
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Toward High-Quality Real-World Laboratory Data in the Era of Healthcare Big Data.

Annals of laboratory medicine Sep 30, 2024
With Industry 4.0, big data and artificial intelligence have become paramount in the field of medicine. Electronic health records, the primary source of medical data, are not collected for research purposes but represent real-world data; therefore, t...
Laboratories, Clinical Humans Artificial Intelligence Electronic Health Records Big Data
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Harnessing computational tools of the digital era for enhanced infection control.

BMC medical informatics and decision making Sep 12, 2024
This paper explores the potential of artificial intelligence, machine learning, and big data analytics in revolutionizing infection control. It addresses the challenges and innovative approaches in combating infectious diseases and antimicrobial resi...
Humans Big Data Artificial Intelligence Infection Control Machine Learning
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Skinformatics: Navigating the big data landscape of dermatology.

Journal of the European Academy of Dermatology and Venereology : JEADV Sep 10, 2024
Big data and associated approaches to analyse it are on the rise, especially in healthcare settings. This growth is also seen with unique applications in the field of dermatology. While big data offer a plethora of opportunity for improving our curre...
Skin Diseases Dermatology Artificial Intelligence Big Data Humans
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