AIMC Topic: Data Analysis

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Classification of Lu'an Gua Pian tea before and after Qingming Festival using HPLC-DAD analysis: a comparison of different data analysis strategies.

Analytical methods : advancing methods and applications May 15, 2025
Lu'an Gua Pian tea (LAGP) is a traditional Chinese historical tea and one of the top ten famous teas in China. The price of LAGP from the same place of origin varies greatly in the market depending on the harvest time, with the LAGP harvested before ...
Principal Component Analysis Chromatography, High Pressure Liquid Discriminant Analysis Least-Squares Analysis China Data Analysis Tea
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The data analysis of sports training by ID3 decision tree algorithm and deep learning.

Scientific reports Apr 29, 2025
In order to improve the accuracy and efficiency of sports training data analysis, this paper proposes an optimized analysis model by combining Iterative Dichotomiser 3 (ID3) decision tree algorithm and deep learning model. As an important scientific ...
Athletic Performance Sports Deep Learning Decision Trees Data Analysis Algorithms Humans
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Fast, accurate, and versatile data analysis platform for the quantification of molecular spatiotemporal signals.

Cell Apr 8, 2025
Optical recording of intricate molecular dynamics is becoming an indispensable technique for biological studies, accelerated by the development of new or improved biosensors and microscopy technology. This creates major computational challenges to ex...
Animals Spatio-Temporal Analysis Humans Biosensing Techniques Machine Learning Data Analysis Astrocytes Neurons Spinal Cord Mice Signal Transduction
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Beyond traditional orthopaedic data analysis: AI, multimodal models and continuous monitoring.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA Mar 22, 2025
Multimodal artificial intelligence (AI) has the potential to revolutionise healthcare by enabling the simultaneous processing and integration of various data types, including medical imaging, electronic health records, genomic information and real-ti...
Data Analysis Electronic Health Records Orthopedic Procedures Humans Artificial Intelligence Orthopedics
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Harnessing generative AI in exercise and sports science education: enhancing real-world learning and overcoming traditional barriers in data analysis.

Advances in physiology education Mar 13, 2025
Generative AI (GenAI) offers transformative potential for exercise and sports science education, addressing traditional data analysis and visualization barriers while promoting real-world learning. This Perspectives article explores how integrating G...
Problem-Based Learning Sports Learning Exercise Artificial Intelligence Data Analysis Humans
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ChatGPT for Univariate Statistics: Validation of AI-Assisted Data Analysis in Healthcare Research.

Journal of medical Internet research Feb 7, 2025
BACKGROUND: ChatGPT, a conversational artificial intelligence developed by OpenAI, has rapidly become an invaluable tool for researchers. With the recent integration of Python code interpretation into the ChatGPT environment, there has been a signifi...
Artificial Intelligence Humans Health Services Research Generative Artificial Intelligence Data Analysis
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The public mental representations of deepfake technology: An in-depth qualitative exploration through Quora text data analysis.

PloS one Dec 30, 2024
The advent of deepfake technology has raised significant concerns regarding its impact on individuals' cognitive processes and beliefs, considering the pervasive relationships between technology and human cognition. This study delves into the psychol...
Emotions Humans Technology Data Analysis Cognition
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Artificial intelligence applied to bed regulation in Rio Grande do Norte: Data analysis and application of machine learning on the "RegulaRN Leitos Gerais" platform.

PloS one Dec 30, 2024
Bed regulation within Brazil's National Health System (SUS) plays a crucial role in managing care for patients in need of hospitalization. In Rio Grande do Norte, Brazil, the RegulaRN Leitos Gerais platform was the information system developed to reg...
SARS-CoV-2 Hospitalization COVID-19 Databases, Factual Humans Brazil Machine Learning Artificial Intelligence Data Analysis
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Optimizing sequence data analysis using convolution neural network for the prediction of CNV bait positions.

BMC bioinformatics Dec 24, 2024
BACKGROUND: Accurate prediction of copy number variations (CNVs) from targeted capture next-generation sequencing (NGS) data relies on effective normalization of read coverage profiles. The normalization process is particularly challenging due to hid...
Humans Neural Networks, Computer Exome Sequencing Algorithms Data Analysis DNA Copy Number Variations Sequence Analysis, DNA High-Throughput Nucleotide Sequencing
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Phenolic content discrimination in Thai holy basil using hyperspectral data analysis and machine learning techniques.

PloS one Oct 2, 2024
Hyperspectral imaging has emerged as a powerful tool for the non-destructive assessment of plant properties, including the quantification of phytochemical contents. Traditional methods for antioxidant analysis in holy basil (Ocimum tenuiflorum L.) ar...
Machine Learning Hyperspectral Imaging Antioxidants Data Analysis Ocimum basilicum Neural Networks, Computer Thailand Phenols
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