AIMC Topic: Big Data

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Non-Invasive Biomarkers in the Era of Big Data and Machine Learning.

Sensors (Basel, Switzerland) Feb 25, 2025
Invasive diagnostic techniques, while offering critical insights into disease pathophysiology, are often limited by high costs, procedural risks, and patient discomfort. Non-invasive biomarkers represent a transformative alternative, providing diagno...
Big Data Humans Biomarkers Precision Medicine Machine Learning
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Big data analysis and machine learning of the role of cuproptosis-related long non-coding RNAs (CuLncs) in the prognosis and immune landscape of ovarian cancer.

Frontiers in immunology Feb 25, 2025
BACKGROUND: Ovarian cancer (OC) is a severe malignant tumor with a significant threat to women's health, characterized by a high mortality rate and poor prognosis despite conventional treatments such as cytoreductive surgery and platinum-based chemot...
RNA, Long Noncoding Ovarian Neoplasms Cell Proliferation Cell Movement Prognosis Female Middle Aged Big Data Biomarkers, Tumor Cell Line, Tumor Humans Gene Expression Regulation, Neoplastic Machine Learning
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An investigation of microbial groundwater contamination seasonality and extreme weather event interruptions using "big data", time-series analyses, and unsupervised machine learning.

Environmental pollution (Barking, Essex : 1987) Feb 6, 2025
Temporal studies of groundwater potability have historically focused on E. coli detection rates, with non-E. coli coliforms (NEC) and microbial concentrations remaining understudied by comparison. Additionally, "big data" (i.e., large, diverse datase...
Groundwater Environmental Monitoring Big Data Seasons Water Microbiology Extreme Weather Escherichia coli Unsupervised Machine Learning
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Development of Personas and Journey Maps for Artificial Intelligence Agents Supporting the Use of Health Big Data: Human-Centered Design Approach.

JMIR formative research Jan 8, 2025
BACKGROUND: The rapid proliferation of artificial intelligence (AI) requires new approaches for human-AI interfaces that are different from classic human-computer interfaces. In developing a system that is conducive to the analysis and use of health ...
Female Adult Male Humans Artificial Intelligence User-Centered Design Big Data User-Computer Interface Middle Aged Qualitative Research
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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,...
Big Data Wastewater Waste Disposal, Fluid Water Purification Water Quality Machine Learning
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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...
Humans Deep Learning Big Data Emotions
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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...
Big Data Machine Learning Marketing Industry Commerce Humans China Artificial Intelligence
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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 Carbon China Big Data Machine Learning
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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...
Big Data Biomedical Research Humans Neoplasms Artificial Intelligence Deep Learning
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