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Related Concept Videos

Applications Of NMR In Biology01:25

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Nuclear magnetic resonance (NMR) spectroscopy is a very valuable analytical technique for researchers. It has been used for more than 50 years as an analytical tool. F. Bloch and E. Purcell formulated NMR in 1946 and won the 1952 Nobel Prize in Physics  for their work. Biological macromolecules such as proteins, nucleic acids, lipids, and organic molecules including pharmaceutical compounds, can be studied using this versatile tool that exploits the magnetic properties of certain nuclei.
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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
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Biomedical Named Entity Recognition and Relation Extraction: Methodologies, Challenges & Opportunities.

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    This summary is machine-generated.

    Biomedical Information Extraction (IE) aids researchers by condensing scientific literature. This survey covers Biomedical Named Entity Recognition (BioNER) and Biomedical Relation Extraction (BioRE) methods and resources.

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    Area of Science:

    • Biomedical Informatics
    • Computational Biology
    • Text Mining

    Background:

    • The rapid growth of biomedical literature overwhelms researchers' capacity for manual information synthesis.
    • Open-access policies increase the volume of accessible scientific texts, necessitating automated solutions.
    • Information Extraction (IE) is crucial for managing and systematizing biomedical knowledge.

    Purpose of the Study:

    • To provide a comprehensive survey of Biomedical Named Entity Recognition (BioNER) and Biomedical Relation Extraction (BioRE).
    • To analyze the evolution, methodologies, resources, challenges, and opportunities in Biomedical IE.
    • To discuss future development directions for Biomedical IE.

    Main Methods:

    • Literature review and synthesis of existing research in BioNER and BioRE.
    • Analysis of common methodologies and available resources for biomedical text mining.
    • Discussion of current challenges and future opportunities in the field.

    Main Results:

    • Biomedical IE tasks like BioNER and BioRE are essential for managing information overload.
    • A variety of methodologies and resources exist, but challenges remain in comprehensive knowledge extraction.
    • The field shows significant potential for advancing biomedical research through improved IE techniques.

    Conclusions:

    • Biomedical IE, encompassing BioNER and BioRE, is vital for navigating the expanding scientific literature.
    • Further development in methodologies and resources can enhance the efficiency of biomedical knowledge discovery.
    • Addressing current challenges will unlock new opportunities for automated literature analysis in biomedicine.