AIMC Topic: Data Analytics
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A skin-interfaced wireless wearable device and data analytics approach for sleep-stage and disorder detection.
Proceedings of the National Academy of Sciences of the United States of America
Jun 6, 2025
Accurate identification of sleep stages and disorders is crucial for maintaining health, preventing chronic conditions, and improving diagnosis and treatment. Direct respiratory measurements, as key biomarkers, are missing in traditional wrist- or fi...
Are Treatment Services Ready for the Use of Big Data Analytics and AI in Managing Opioid Use Disorder?
Journal of medical Internet research
Apr 28, 2025
In this viewpoint, we explore the use of big data analytics and artificial intelligence (AI) and discuss important challenges to their ethical, effective, and equitable use within opioid use disorder (OUD) treatment settings. Applying our collective ...
AIScholar: An OpenFaaS-enhanced cloud platform for intelligent medical data analytics.
Computers in biology and medicine
Jan 8, 2025
This paper presents AIScholar, an intelligent research cloud platform developed based on artificial intelligence analysis methods and the OpenFaaS serverless framework, designed for intelligent analysis of clinical medical data with high scalability....
A Hands-On Introduction to Data Analytics for Biomedical Research.
Function (Oxford, England)
Mar 24, 2025
Artificial intelligence (AI) applications are having increasing impacts in the biomedical sciences. Modern AI tools enable uncovering hidden patterns in large datasets, forecasting outcomes, and numerous other applications. Despite the availability a...
Big data analytics and machine learning in hematology: Transformative insights, applications and challenges.
Medicine
Mar 7, 2025
The integration of big data analytics and machine learning (ML) into hematology has ushered in a new era of precision medicine, offering transformative insights into disease management. By leveraging vast and diverse datasets, including genomic profi...
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