AIMC Topic: Big Data

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Transforming Big Data into AI-ready data for nutrition and obesity research.

Obesity (Silver Spring, Md.) Mar 1, 2024
OBJECTIVE: Big Data are increasingly used in obesity and nutrition research to gain new insights and derive personalized guidance; however, this data in raw form are often not usable. Substantial preprocessing, which requires machine learning (ML), h...
Biomedical Research Big Data Machine Learning Software Accelerometry Nutritional Sciences Metabolomics Obesity Humans Artificial Intelligence
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Drug discovery and development: the role of artificial intelligence in drug repurposing.

Future medicinal chemistry Mar 1, 2024
Big Data Drug Repositioning Artificial Intelligence Drug Discovery
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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...
Qualitative Research Big Data Artificial Intelligence Interviews as Topic Humans Delivery of Health Care Data Science
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Preserving privacy in big data research: the role of federated learning in spine surgery.

European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society Feb 25, 2024
PURPOSE: Integrating machine learning models into electronic medical record systems can greatly enhance decision-making, patient outcomes, and value-based care in healthcare systems. Challenges related to data accessibility, privacy, and sharing can ...
Spine Privacy Orthopedic Procedures Electronic Health Records Big Data Humans Machine Learning
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Graph Neural Network contextual embedding for Deep Learning on tabular data.

Neural networks : the official journal of the International Neural Network Society Feb 16, 2024
All industries are trying to leverage Artificial Intelligence (AI) based on their existing big data which is available in so called tabular form, where each record is composed of a number of heterogeneous continuous and categorical columns also known...
Artificial Intelligence Deep Learning Big Data Benchmarking Humans Neural Networks, Computer
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Advances in Machine Learning Processing of Big Data from Disease Diagnosis Sensors.

ACS sensors Feb 16, 2024
Exploring accurate, noninvasive, and inexpensive disease diagnostic sensors is a critical task in the fields of chemistry, biology, and medicine. The complexity of biological systems and the explosive growth of biomarker data have driven machine lear...
Big Data Data Mining Machine Learning Algorithms Artificial Intelligence
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Revolutionizing Synthetic Antibody Design: Harnessing Artificial Intelligence and Deep Sequencing Big Data for Unprecedented Advances.

Molecular biotechnology Feb 3, 2024
Synthetic antibodies (Abs) represent a category of engineered proteins meticulously crafted to replicate the functions of their natural counterparts. Such Abs are generated in vitro, enabling advanced molecular alterations associated with antigen rec...
Big Data Antibodies Humans Artificial Intelligence High-Throughput Nucleotide Sequencing Protein Engineering
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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...
Humans Artificial Intelligence Machine Learning Data Science Big Data Outcome Assessment, Health Care
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Recent developments in machine learning modeling methods for hypertension treatment.

Hypertension research : official journal of the Japanese Society of Hypertension Jan 12, 2024
Hypertension is the leading cause of cardiovascular complications. This review focuses on the advancements in medical artificial intelligence (AI) models aimed at individualized treatment for hypertension, with particular emphasis on the approach to ...
Humans Hypertension Artificial Intelligence Blood Pressure Machine Learning Big Data
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Artificial intelligence (AI) or augmented intelligence? How big data and AI are transforming healthcare: Challenges and opportunities.

South African medical journal = Suid-Afrikaanse tydskrif vir geneeskunde Dec 31, 2023
The sanctity of the doctor-patient relationship is deeply embedded in tradition - the Hippocratic oath, medical ethics, professional codes of conduct, and legislation - all of which are being disrupted by big data and 'artificial' intelligence (AI). ...
Big Data Physician-Patient Relations Humans South Africa Artificial Intelligence Intelligence
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