AIMC Topic: Biomedical Research

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Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable deduplication algorithm to foster medical research.

Systematic reviews Aug 17, 2022
BACKGROUND: Identifying and removing reference duplicates when conducting systematic reviews (SRs) remain a major, time-consuming issue for authors who manually check for duplicates using built-in features in citation managers. To address issues rela...
Algorithms Biomedical Research Natural Language Processing Humans Artificial Intelligence Systematic Reviews as Topic
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Ten quick tips for biomarker discovery and validation analyses using machine learning.

PLoS computational biology Aug 11, 2022
Biomarkers Biomedical Research Computational Biology Machine Learning
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Understanding the Research Landscape of Deep Learning in Biomedical Science: Scientometric Analysis.

Journal of medical Internet research Apr 22, 2022
BACKGROUND: Advances in biomedical research using deep learning techniques have generated a large volume of related literature. However, there is a lack of scientometric studies that provide a bird's-eye view of them. This absence has led to a partia...
Biomedical Research Deep Learning Publications Metadata Bibliometrics Humans Neural Networks, Computer
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A deep-learning system bridging molecule structure and biomedical text with comprehension comparable to human professionals.

Nature communications Feb 14, 2022
To accelerate biomedical research process, deep-learning systems are developed to automatically acquire knowledge about molecule entities by reading large-scale biomedical data. Inspired by humans that learn deep molecule knowledge from versatile rea...
Information Storage and Retrieval Electronic Data Processing Reading Molecular Structure Data Mining Algorithms Humans Biomedical Research Deep Learning Drug Discovery Natural Language Processing
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The BMS-LM ontology for biomedical data reporting throughout the lifecycle of a research study: From data model to ontology.

Journal of biomedical informatics Feb 4, 2022
Biomedical research data reuse and sharing is essential for fostering research progress. To this aim, data producers need to master data management and reporting through standard and rich metadata, as encouraged by open data initiatives such as the F...
Animals Metadata Semantics Research Design Biomedical Research Biological Ontologies Data Curation
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Nurturing diversity and inclusion in AI in Biomedicine through a virtual summer program for high school students.

PLoS computational biology Jan 31, 2022
Artificial Intelligence (AI) has the power to improve our lives through a wide variety of applications, many of which fall into the healthcare space; however, a lack of diversity is contributing to limitations in how broadly AI can help people. The U...
Biomedical Research Male Adolescent Computational Biology Students Artificial Intelligence Female Minority Groups Humans Mentoring Cultural Diversity
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Fulfilling the Promise of Artificial Intelligence in the Health Sector: Let's Get Real.

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research Jan 14, 2022
OBJECTIVES: This study aimed to showcase the potential and key concerns and risks of artificial intelligence (AI) in the health sector, illustrating its application with current examples, and to provide policy guidance for the development, assessment...
Health Policy Public Health Administration Health Equity Delivery of Health Care Biomedical Research Health Care Sector Safety Management Critical Pathways Efficiency, Organizational Health Services Administration Humans Artificial Intelligence
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Translatability Analysis of National Institutes of Health-Funded Biomedical Research That Applies Artificial Intelligence.

JAMA network open Jan 4, 2022
IMPORTANCE: Despite the rapid growth of interest and diversity in applications of artificial intelligence (AI) to biomedical research, there are limited objective ways to characterize the potential for use of AI in clinical practice.
Research Support as Topic Financing, Organized Awards and Prizes Biomedical Research Cohort Studies National Institutes of Health (U.S.) Financing, Government United States Humans Artificial Intelligence
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AMMU: A survey of transformer-based biomedical pretrained language models.

Journal of biomedical informatics Dec 31, 2021
Transformer-based pretrained language models (PLMs) have started a new era in modern natural language processing (NLP). These models combine the power of transformers, transfer learning, and self-supervised learning (SSL). Following the success of th...
Natural Language Processing Language Biomedical Research
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Ghost in the machine or monkey with a typewriter-generating titles for Christmas research articles in using artificial intelligence: observational study.

BMJ (Clinical research ed.) Dec 15, 2021
OBJECTIVE: To determine whether artificial intelligence (AI) can generate plausible and engaging titles for potential Christmas research articles in .
Artificial Intelligence Humans Periodicals as Topic Biomedical Research
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