AIMC Topic: Biomedical Research

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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...
Deep Learning Bibliometrics Publications Neural Networks, Computer Biomedical Research Metadata Humans
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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...
Drug Discovery Deep Learning Algorithms Biomedical Research Data Mining Information Storage and Retrieval Electronic Data Processing Natural Language Processing Molecular Structure Humans Reading
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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...
Biomedical Research Metadata Research Design Animals Semantics Data Curation Biological Ontologies
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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...
Artificial Intelligence Female Humans Mentoring Cultural Diversity Students Biomedical Research Minority Groups Adolescent Male Computational Biology
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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...
Humans Health Services Administration Biomedical Research Artificial Intelligence Public Health Administration Health Policy Health Care Sector Delivery of Health Care Health Equity Safety Management Critical Pathways Efficiency, Organizational
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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.
Financing, Government Financing, Organized Research Support as Topic Awards and Prizes United States National Institutes of Health (U.S.) Biomedical Research Cohort Studies 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 Biomedical Research Humans Periodicals as Topic
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Biomarker discovery studies for patient stratification using machine learning analysis of omics data: a scoping review.

BMJ open Dec 6, 2021
OBJECTIVE: To review biomarker discovery studies using omics data for patient stratification which led to clinically validated FDA-cleared tests or laboratory developed tests, in order to identify common characteristics and derive recommendations for...
Biomedical Research Research Design Humans Biomarkers Machine Learning
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