AIMC Topic: Biomedical Research

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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...
Machine Learning Software Biomedical Research Humans Artificial Intelligence Obesity Accelerometry Nutritional Sciences Big Data Metabolomics
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Trends in stroke-related journals: Examination of publication patterns using topic modeling.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Feb 25, 2024
OBJECTIVES: This study aims to demonstrate the capacity of natural language processing and topic modeling to manage and interpret the vast quantities of scholarly publications in the landscape of stroke research. These tools can expedite the literatu...
Stroke Data Mining Stroke Rehabilitation Humans Natural Language Processing Biomedical Research Periodicals as Topic Animals Bibliometrics
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scMGCN: A Multi-View Graph Convolutional Network for Cell Type Identification in scRNA-seq Data.

International journal of molecular sciences Feb 13, 2024
Single-cell RNA sequencing (scRNA-seq) data reveal the complexity and diversity of cellular ecosystems and molecular interactions in various biomedical research. Hence, identifying cell types from large-scale scRNA-seq data using existing annotations...
Ecosystem Gene Expression Profiling Single-Cell Analysis Learning Biomedical Research Cluster Analysis Single-Cell Gene Expression Analysis Sequence Analysis, RNA Artificial Intelligence Algorithms
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Toward the novel AI tasks in infection biology.

mSphere Feb 9, 2024
Machine learning and artificial intelligence (AI) are becoming more common in infection biology laboratories around the world. Yet, as they gain traction in research, novel frontiers arise. Novel artificial intelligence algorithms are capable of addr...
Artificial Intelligence Machine Learning Biology Algorithms Biomedical Research
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PubMed and beyond: biomedical literature search in the age of artificial intelligence.

EBioMedicine Feb 1, 2024
Biomedical research yields vast information, much of which is only accessible through the literature. Consequently, literature search is crucial for healthcare and biomedicine. Recent improvements in artificial intelligence (AI) have expanded functio...
Artificial Intelligence Delivery of Health Care PubMed Data Mining Biomedical Research Humans
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Validation of a Zero-shot Learning Natural Language Processing Tool to Facilitate Data Abstraction for Urologic Research.

European urology focus Jan 25, 2024
BACKGROUND: Urologic research often requires data abstraction from unstructured text contained within the electronic health record. A number of natural language processing (NLP) tools have been developed to aid with this time-consuming task; however,...
Urology Electronic Health Records Male Prostatectomy Biomedical Research Humans Natural Language Processing
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Recommended Requirements and Essential Elements for Proper Reporting of the Use of Artificial Intelligence Machine Learning Tools in Biomedical Research and Scientific Publications.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association Jan 12, 2024
Essential elements required for proper use of artificial intelligence machine learning tools in biomedical research and scientific publications include (1) explanation justifying why a machine learning approach contributes to the purpose of the study...
Biomedical Research Machine Learning Humans Algorithms Publications Artificial Intelligence
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Perioperative Fluid and Vasopressor Therapy in 2050: From Experimental Medicine to Personalization Through Automation.

Anesthesia and analgesia Jan 12, 2024
Intravenous (IV) fluids and vasopressor agents are key components of hemodynamic management. Since their introduction, their use in the perioperative setting has continued to evolve, and we are now on the brink of automated administration. IV fluid t...
Automation Humans Hemodynamics Fluid Therapy Vasoconstrictor Agents Artificial Intelligence Biomedical Research
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Automated Paper Screening for Clinical Reviews Using Large Language Models: Data Analysis Study.

Journal of medical Internet research Jan 12, 2024
BACKGROUND: The systematic review of clinical research papers is a labor-intensive and time-consuming process that often involves the screening of thousands of titles and abstracts. The accuracy and efficiency of this process are critical for the qua...
Biomedical Research Consensus Systematic Reviews as Topic Workflow Artificial Intelligence Humans Problem Solving Natural Language Processing Data Analysis
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Generative artificial intelligence empowers digital twins in drug discovery and clinical trials.

Expert opinion on drug discovery Jan 8, 2024
INTRODUCTION: The concept of Digital Twins (DTs) translated to drug development and clinical trials describes virtual representations of systems of various complexities, ranging from individual cells to entire humans, and enables in silico simulation...
Drug Discovery Drug Development Clinical Trials as Topic Artificial Intelligence Computer Simulation Biomedical Research Humans
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