AIMC Topic: Data Science

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Exploring Data Science Students' Engagement, Usage Patterns, and Perceptions of Large Language Models in Programming.

Studies in health technology and informatics May 15, 2025
Large Language Models (LLMs) are a type of artificial intelligence (AI) that have emerged as powerful tools for a wide range of tasks, paving the way for new applications previously unhandled. The use of LLMs is increasing, especially among students....
Male Students Artificial Intelligence Female Programming Languages Large Language Models Surveys and Questionnaires Data Science Humans
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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...
Artificial Intelligence Machine Learning Humans Data Analytics Biomedical Research Data Science
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Deep learning in single-cell and spatial transcriptomics data analysis: advances and challenges from a data science perspective.

Briefings in bioinformatics Mar 4, 2025
The development of single-cell and spatial transcriptomics has revolutionized our capacity to investigate cellular properties, functions, and interactions in both cellular and spatial contexts. Despite this progress, the analysis of single-cell and s...
Humans Data Science Single-Cell Analysis Computational Biology Transcriptome Deep Learning Gene Expression Profiling
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Artificial intelligence and data analytics competencies for public health professionals.

Journal of public health policy Sep 1, 2024
Data Science Professional Competence Public Health Humans Artificial Intelligence
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Evaluating and Incorporating Generative AI in Nursing Informatics and Data Science Graduate Courses.

Studies in health technology and informatics Jul 24, 2024
The disruptive effect and lasting implications of generative artificial intelligence ("Gen AI") tools for higher education are yet unknown. ChatGPT 3.5 was released in November 2022 and soon had over 100 million users. This public software release tr...
Nursing Informatics Education, Nursing, Graduate Data Science Curriculum Artificial Intelligence
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Closed-Loop Control, Artificial Intelligence-Based Decision-Support Systems, and Data Science.

Diabetes technology & therapeutics Mar 1, 2024
Humans Artificial Intelligence Data Science
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Multimodal representation learning for medical analytics - a systematic literature review.

Health informatics journal Jan 1, 2024
Machine learning-based analytics over uni-modal medical data has shown considerable promise and is now routinely deployed in diagnostic procedures. However, patient data consists of diverse types of data. By exploiting such data, multimodal approach...
Humans Machine Learning Data Science Medical Informatics
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Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data.

Journal of the American Medical Informatics Association : JAMIA Jun 20, 2023
OBJECTIVES: As the real-world electronic health record (EHR) data continue to grow exponentially, novel methodologies involving artificial intelligence (AI) are becoming increasingly applied to enable efficient data-driven learning and, ultimately, t...
Data Science Physicians Humans Big Data Artificial Intelligence Delivery of Health Care
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Analysis of COVID-19 Vaccinations and Symptom Mapping Diagnostic Technique for Viral Diseases: Using Data Analytics, Machine Learning, and Artificial Intelligence.

Inquiry : a journal of medical care organization, provision and financing Jan 1, 2023
To analyze, understand, and measure the COVID-19 vaccination outlook in a developing country as Nigeria; and the non-clinical analysis, diagnosis, treatment and management of COVID-19, and other Viral Diseases, using Data/Machine Learning (ML)/Artifi...
COVID-19 Artificial Intelligence COVID-19 Vaccines Humans Data Science COVID-19 Testing Machine Learning
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How data science and AI-based technologies impact genomics.

Singapore medical journal Jan 1, 2023
Advancements in high-throughput sequencing have yielded vast amounts of genomic data, which are studied using genome-wide association study (GWAS)/phenome-wide association study (PheWAS) methods to identify associations between the genotype and pheno...
Technology Data Science Artificial Intelligence Genome-Wide Association Study Genomics
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