AIMC Topic: Big Data

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Artificial Intelligence, Machine Learning and Big Data in Radiation Oncology.

Hematology/oncology clinics of North America Jan 7, 2025
This review explores the applications of artificial intelligence and machine learning (AI/ML) in radiation oncology, focusing on computer vision (CV) and natural language processing (NLP) techniques. We examined CV-based AI/ML in digital pathology an...
Natural Language Processing Radiation Oncology Neoplasms Big Data Artificial Intelligence Machine Learning Humans
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How small is big enough? Big data-driven machine learning predictions for a full-scale wastewater treatment plant.

Water research Dec 25, 2024
Wastewater treatment plants (WWTPs) generate vast amounts of water quality, operational, and biological data. The potential of these big data, particularly through machine learning (ML), to improve WWTP management is increasingly recognized. However,...
Machine Learning Big Data Waste Disposal, Fluid Wastewater Water Purification Water Quality
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Naturalistic multimodal emotion data with deep learning can advance the theoretical understanding of emotion.

Psychological research Dec 21, 2024
What are emotions? Despite being a century-old question, emotion scientists have yet to agree on what emotions exactly are. Emotions are diversely conceptualised as innate responses (evolutionary view), mental constructs (constructivist view), cognit...
Emotions Deep Learning Humans Big Data
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Revolutionizing cross-border e-commerce: A deep dive into AI and big data-driven innovations for the straw hat industry.

PloS one Dec 20, 2024
This paper investigates the impact of artificial intelligence (AI) and big data analytics on optimizing cross-border e-commerce efficiency for straw hat manufacturers in Zhejiang Province, China. It identifies market and consumer demand trends throug...
Marketing China Artificial Intelligence Industry Big Data Machine Learning Commerce Humans
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Can big data policy drive urban carbon unlocking efficiency? A new approach based on double machine learning.

Journal of environmental management Nov 22, 2024
In recent years, data has increasingly become the "new oil" for 21st-century economic development. However, there is still a gap in how the development of big data promotes the improvement of urban carbon unlocking efficiency (UCUE). Utilizing advanc...
Cities Big Data Machine Learning Carbon China
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Current status and future direction of cancer research using artificial intelligence for clinical application.

Cancer science Nov 18, 2024
The expectations for artificial intelligence (AI) technology have increased considerably in recent years, mainly due to the emergence of deep learning. At present, AI technology is being used for various purposes and has brought about change in socie...
Humans Artificial Intelligence Biomedical Research Neoplasms Deep Learning 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 Algorithms Forecasting Cardiovascular Diseases Deep Learning Humans Neural Networks, Computer
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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...
Particulate Matter Air Pollutants Air Pollution, Indoor China Big Data Cities Environmental Monitoring Humans Machine Learning
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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...
Artificial Intelligence Gastroenterology Big Data Gastrointestinal Diseases Humans
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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 Plant Breeding Artificial Intelligence Big Data
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