AIMC Topic: Data Science

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Human-AI Teaming in Critical Care: A Comparative Analysis of Data Scientists' and Clinicians' Perspectives on AI Augmentation and Automation.

Journal of medical Internet research Jul 22, 2024
BACKGROUND: Artificial intelligence (AI) holds immense potential for enhancing clinical and administrative health care tasks. However, slow adoption and implementation challenges highlight the need to consider how humans can effectively collaborate w...
Male Data Science Critical Care Automation Delphi Technique Intensive Care Units Female Humans Artificial Intelligence
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A data science roadmap for open science organizations engaged in early-stage drug discovery.

Nature communications Jul 5, 2024
The Structural Genomics Consortium is an international open science research organization with a focus on accelerating early-stage drug discovery, namely hit discovery and optimization. We, as many others, believe that artificial intelligence (AI) is...
Machine Learning Databases, Factual Humans Artificial Intelligence Data Mining Information Dissemination Cloud Computing Drug Discovery Data Science
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The role of artificial intelligence and data science in nanoparticles development: a review.

Nanomedicine (London, England) Jun 21, 2024
Artificial intelligence has revolutionized many sectors with unparalleled predictive capabilities supported by machine learning (ML). So far, this tool has not been able to provide the same level of development in pharmaceutical nanotechnology. This ...
Nanoparticles Polymers Machine Learning Data Science Nanotechnology Humans Artificial Intelligence
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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...
Learning Data Science Curriculum Humans Artificial Intelligence
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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 Nutrition Surveys Urology Kidney Calculi Data Science Incidence Humans Artificial Intelligence
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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 ...
Remote Sensing Technology Information Storage and Retrieval Humans Artificial Intelligence Neural Networks, Computer Data Science
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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...
Humans Epidemiologic Studies Biomedical Research Artificial Intelligence Data Science 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 Humans Qualitative Research Interviews as Topic 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...
Schools Data Mining Artificial Intelligence Data Science Humans Universities
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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...
Machine Learning Big Data Outcome Assessment, Health Care Data Science Humans Artificial Intelligence
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