AIMC Topic: Data Analysis

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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 Neural Networks, Computer Software Data Analysis Europe
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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...
Humans Artificial Intelligence Educational Status Natural Language Processing Data Analysis Language
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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 Deep Learning Single-Cell Analysis Reproducibility of Results Gene Expression Profiling Cluster Analysis Sequence Analysis, RNA
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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...
Cough Knowledge Bases Artificial Intelligence Data Analysis Pandemics COVID-19 Humans
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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 Cell Adhesion Data Analysis Cell Movement Cluster Analysis Animals
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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...
Randomized Controlled Trials as Topic Natural Language Processing Evidence-Based Medicine Humans Data Analysis
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Graph Neural Networks With Multiple Prior Knowledge for Multi-Omics Data Analysis.

IEEE journal of biomedical and health informatics Sep 6, 2023
With the development of biotechnology, a large amount of multi-omics data have been collected for precision medicine. There exists multiple graph-based prior biological knowledge about omics data, such as gene-gene interaction networks. Recently, the...
Multiomics Biotechnology Algorithms Humans Neural Networks, Computer Data Analysis
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Sharing Data With Shared Benefits: Artificial Intelligence Perspective.

Journal of medical Internet research Aug 29, 2023
Artificial intelligence (AI) and data sharing go hand in hand. In order to develop powerful AI models for medical and health applications, data need to be collected and brought together over multiple centers. However, due to various reasons, includin...
Information Dissemination Artificial Intelligence Data Analysis
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An investigation of how perceived smart tourism technologies affect tourists' well-being in marine tourism.

PloS one Aug 25, 2023
Tourism industry is the first of the five happiness industries, playing a crucial role in enhancing people's well-being and happiness. Its high-quality development cannot be achieved without the use of emerging technologies, and today people have gre...
Technology Happiness Humans Tourism Artificial Intelligence Data Analysis
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Caution! AI Bot Has Entered the Patient Chat: ChatGPT Has Limitations in Providing Accurate Urologic Healthcare Advice.

Urology Jul 17, 2023
OBJECTIVE: To conduct the first study examining the accuracy of ChatGPT, an artificial intelligence (AI) chatbot, derived patient counseling responses based on clinical care guidelines in urology using a validated questionnaire.
Software Data Analysis Artificial Intelligence Humans Health Facilities Urology
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