AIMC Topic: Data Analysis
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Machine Learning-Based Retention Time Prediction Tool for Routine LC-MS Data Analysis.
Journal of chemical information and modeling
Jul 16, 2025
Accurate retention time () prediction models can significantly improve liquid chromatography-mass spectrometry (LC-MS) data analysis widely used in chemical synthesis. As hundreds of thousands of syntheses are performed annually at Enamine, a large a...
How renewable energy policies cut greenhouse gas emissions: Insights from advanced data analysis techniques.
Journal of environmental management
Jun 9, 2025
Renewable Energy Policies (REPs) have gained prominence at recent UNFCCC COPs as pivotal tools for mitigating greenhouse gas (GHG) emissions. In response, many countries have devised Renewable Energy Strategic Plans (RESPs) and set Renewable Energy T...
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 ...
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 ...
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...
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...
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...
Unveiling the power of R: a comprehensive perspective for laboratory medicine data analysis.
Clinical chemistry and laboratory medicine
Mar 11, 2025
R language has gained traction in laboratory medicine for its statistical power and dynamic tools like RMarkdown and RShiny. However, there is limited literature summarizing R packages and functions tailored for laboratory medicine, making it difficu...
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...
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...
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