AIMC Topic: Data Analysis

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Comprehensive data analysis of white blood cells with classification and segmentation by using deep learning approaches.

Cytometry. Part A : the journal of the International Society for Analytical Cytology Apr 2, 2024
Deep learning approaches have frequently been used in the classification and segmentation of human peripheral blood cells. The common feature of previous studies was that they used more than one dataset, but used them separately. No study has been fo...
Neural Networks, Computer Data Analysis Humans Leukocytes Cell Nucleus Cytoplasm Deep Learning Image Processing, Computer-Assisted
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Knowledge, Perceptions and Attitude of Researchers Towards Using ChatGPT in Research.

Journal of medical systems Feb 27, 2024
INTRODUCTION: ChatGPT, a recently released chatbot from OpenAI, has found applications in various aspects of life, including academic research. This study investigated the knowledge, perceptions, and attitudes of researchers towards using ChatGPT and...
Data Analysis Language Knowledge Artificial Intelligence Female Humans Software Male
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Academic publisher guidelines on AI usage: A ChatGPT supported thematic analysis.

F1000Research Jan 16, 2024
BACKGROUND: As Artificial Intelligence (AI) technologies such as Generative AI (GenAI) have become more common in academic settings, it is necessary to examine how these tools interact with issues of authorship, academic integrity, and research metho...
Data Analysis Software Humans Organizations Authorship Artificial Intelligence
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Automated Paper Screening for Clinical Reviews Using Large Language Models: Data Analysis Study.

Journal of medical Internet research Jan 12, 2024
BACKGROUND: The systematic review of clinical research papers is a labor-intensive and time-consuming process that often involves the screening of thousands of titles and abstracts. The accuracy and efficiency of this process are critical for the qua...
Artificial Intelligence Data Analysis Humans Natural Language Processing Systematic Reviews as Topic Workflow Biomedical Research Consensus Problem Solving
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Transformer-based tool recommendation system in Galaxy.

BMC bioinformatics Nov 27, 2023
BACKGROUND: Galaxy is a web-based open-source platform for scientific analyses. Researchers use thousands of high-quality tools and workflows for their respective analyses in Galaxy. Tool recommender system predicts a collection of tools that can be ...
Workflow Data Analysis Europe Neural Networks, Computer Software
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A SWOT (Strengths, Weaknesses, Opportunities, and Threats) Analysis of ChatGPT in the Medical Literature: Concise Review.

Journal of medical Internet research Nov 16, 2023
BACKGROUND: ChatGPT is a 175-billion-parameter natural language processing model that is already involved in scientific content and publications. Its influence ranges from providing quick access to information on medical topics, assisting in generati...
Natural Language Processing Artificial Intelligence Data Analysis Language Educational Status Humans
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Evaluation of deep learning-based feature selection for single-cell RNA sequencing data analysis.

Genome biology Nov 10, 2023
BACKGROUND: Feature selection is an essential task in single-cell RNA-seq (scRNA-seq) data analysis and can be critical for gene dimension reduction and downstream analyses, such as gene marker identification and cell type classification. Most popula...
Data Analysis Algorithms Reproducibility of Results Cluster Analysis Single-Cell Analysis Gene Expression Profiling Sequence Analysis, RNA Deep Learning
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The smarty4covid dataset and knowledge base as a framework for interpretable physiological audio data analysis.

Scientific data Nov 6, 2023
Harnessing the power of Artificial Intelligence (AI) and m-health towards detecting new bio-markers indicative of the onset and progress of respiratory abnormalities/conditions has greatly attracted the scientific and research interest especially dur...
Knowledge Bases COVID-19 Cough Humans Data Analysis Pandemics Artificial Intelligence
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Topological data analysis of spatial patterning in heterogeneous cell populations: clustering and sorting with varying cell-cell adhesion.

NPJ systems biology and applications Sep 14, 2023
Different cell types aggregate and sort into hierarchical architectures during the formation of animal tissues. The resulting spatial organization depends (in part) on the strength of adhesion of one cell type to itself relative to other cell types. ...
Machine Learning Data Analysis Cell Movement Cluster Analysis Animals Cell Adhesion
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Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations.

Artificial intelligence in medicine Sep 7, 2023
Evidence-based medicine, the practice in which healthcare professionals refer to the best available evidence when making decisions, forms the foundation of modern healthcare. However, it relies on labour-intensive systematic reviews, where domain spe...
Evidence-Based Medicine Randomized Controlled Trials as Topic Natural Language Processing Humans Data Analysis
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