AIMC Topic: 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...
Gene Expression Profiling Transcriptome Humans Single-Cell Analysis Computational Biology Data Science Deep Learning
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Artificial intelligence and data analytics competencies for public health professionals.

Journal of public health policy Sep 1, 2024
Artificial Intelligence Public Health Humans Professional Competence Data Science
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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 Curriculum Data Science Artificial Intelligence
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Closed-Loop Control, Artificial Intelligence-Based Decision-Support Systems, and Data Science.

Diabetes technology & therapeutics Mar 1, 2024
Data Science Humans Artificial Intelligence
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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...
Machine Learning Medical Informatics Data Science Humans
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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 Delivery of Health Care Humans Artificial Intelligence Big Data Physicians
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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 Testing Artificial Intelligence Machine Learning Humans Data Science COVID-19 Vaccines COVID-19
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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...
Data Science Genomics Genome-Wide Association Study Artificial Intelligence Technology
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[Drug discovery research using AI and data science: analyzing literature information to understand pathological mechanisms].

Nihon yakurigaku zasshi. Folia pharmacologica Japonica Jan 1, 2023
Recent rapid progress in big data and breakthrough AI technologies have brought about significant changes in the medical field as well. Although biomedical literature databases contain so many articles that it is impossible to read them all, AI techn...
Data Science Artificial Intelligence
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ASAS-NANP symposium: mathematical modeling in animal nutrition: the progression of data analytics and artificial intelligence in support of sustainable development in animal science.

Journal of animal science Jun 1, 2022
A renewed interest in data analytics and decision support systems in developing automated computer systems is facilitating the emergence of hybrid intelligent systems by combining artificial intelligence (AI) algorithms with classical modeling paradi...
Data Science Artificial Intelligence Reproducibility of Results Animals Sustainable Development Models, Theoretical
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