AIMC Topic: Data Science

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Providing insights into health data science education through artificial intelligence.

BMC medical education May 23, 2024
BACKGROUND: Health Data Science (HDS) is a novel interdisciplinary field that integrates biological, clinical, and computational sciences with the aim of analysing clinical and biological data through the utilisation of computational methods. Trainin...
Data Science Curriculum Artificial Intelligence Learning Humans
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Artificial Intelligence for Urology Research: The Holy Grail of Data Science or Pandora's Box of Misinformation?

Journal of endourology May 15, 2024
Artificial intelligence tools such as the large language models (LLMs) Bard and ChatGPT have generated significant research interest. Utilization of these LLMs to study the epidemiology of a target population could benefit urologists. We investigate...
Biomedical Research Prevalence Databases, Factual Communication Humans Artificial Intelligence Nutrition Surveys Data Science Urology Incidence Kidney Calculi
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Remote sensing image information extraction based on Compensated Fuzzy Neural Network and big data analytics.

BMC medical imaging Apr 10, 2024
Medical imaging AI systems and big data analytics have attracted much attention from researchers of industry and academia. The application of medical imaging AI systems and big data analytics play an important role in the technology of content based ...
Humans Data Science Remote Sensing Technology Neural Networks, Computer Artificial Intelligence Information Storage and Retrieval
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Evaluating ChatGPT-4.0's data analytic proficiency in epidemiological studies: A comparative analysis with SAS, SPSS, and R.

Journal of global health Mar 29, 2024
BACKGROUND: OpenAI's Chat Generative Pre-trained Transformer 4.0 (ChatGPT-4), an emerging artificial intelligence (AI)-based large language model (LLM), has been receiving increasing attention from the medical research community for its innovative 'D...
Epidemiologic Studies Biomedical Research Data Science Humans Artificial Intelligence Research Design
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Perspectives on Big Data and Big Data Analytics in Healthcare.

Perspectives in health information management Mar 1, 2024
Big data (BD) is of high interest for research and practice purposes because it has the potential to provide insights into the population served and healthcare practices. Much progress has been made in collecting BD and creating tools for big data an...
Big Data Delivery of Health Care Interviews as Topic Humans Qualitative Research Data Science Artificial Intelligence
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Unravelling the skills of data scientists: A text mining analysis of Dutch university master programs in data science and artificial intelligence.

PloS one Feb 29, 2024
The growing demand for data scientists in both the global and Dutch labour markets has led to an increase in data science and artificial intelligence (AI) master programs offered by universities. However, there is still a lack of clarity regarding th...
Universities Artificial Intelligence Data Mining Humans Data Science Schools
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Seeing the whole elephant: integrated advanced data analytics in support of RWE for the development and use of innovative pharmaceuticals.

Expert review of pharmacoeconomics & outcomes research Jan 18, 2024
INTRODUCTION: The 21 century has brought about significant technological advancement, allowing the collection of new types of data from the real world on an unprecedented scale. The healthcare industry will benefit immensely from this abundance of pa...
Outcome Assessment, Health Care Big Data Data Science Artificial Intelligence Machine Learning Humans
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Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project.

JMIR medical education Jan 16, 2024
Large-scale medical data sets are vital for hands-on education in health data science but are often inaccessible due to privacy concerns. Addressing this gap, we developed the Health Gym project, a free and open-source platform designed to generate s...
Artificial Intelligence Health Education Humans Exercise Data Science HIV Infections
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Combining Digital and Molecular Approaches Using Health and Alternate Data Sources in a Next-Generation Surveillance System for Anticipating Outbreaks of Pandemic Potential.

JMIR public health and surveillance Jan 9, 2024
Globally, millions of lives are impacted every year by infectious diseases outbreaks. Comprehensive and innovative surveillance strategies aiming at early alert and timely containment of emerging and reemerging pathogens are a pressing priority. Shor...
Artificial Intelligence Disease Outbreaks Data Science Chromosome Mapping Humans Influenza A Virus, H1N1 Subtype
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Applying data science methodologies with artificial intelligence variant reinterpretation to map and estimate genetic disorder prevalence utilizing clinical data.

American journal of medical genetics. Part A Jan 2, 2024
Data science methodologies can be utilized to ascertain and analyze clinical genetic data that is often unstructured and rarely used outside of patient encounters. Genetic variants from all genetic testing resulting to a large pediatric healthcare sy...
Data Science Artificial Intelligence Child Humans ATPases Associated with Diverse Cellular Activities Prevalence Genetic Testing
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