Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

Recent advances in natural language processing for biomedical applications.

Nigel Collier, Adeline Nazarenko, Robert Baud

    International Journal of Medical Informatics
    |September 6, 2005
    PubMed
    Summary
    This summary is machine-generated.

    Related Concept Videos

    You might also read

    Related Articles

    Articles linked to this work by shared authors, journal, and citation graph.

    Sort by
    Same author

    The missing link in FAIR data policy: biodata resources in life sciences.

    Scientific data·2026
    Same author

    Unlocking the potential of PubMed Central supplementary data files.

    Bioinformatics advances·2025
    Same author

    Manuscript Classification to Support the Analysis of Biases in Publication Opportunities.

    Studies in health technology and informatics·2025
    Same author

    Gender and geographical bias in the editorial decision-making process of biomedical journals: a case-control study.

    BMJ evidence-based medicine·2024
    Same author

    Generative language models exhibit social identity biases.

    Nature computational science·2024
    Same author

    DOME Registry: implementing community-wide recommendations for reporting supervised machine learning in biology.

    GigaScience·2024
    Same journal

    Machine learning-based prediction of non-ionic iodinated contrast media-induced acute adverse reactions following contrast-enhanced CT.

    International journal of medical informatics·2026
    Same journal

    Integrating diversity, equity, and inclusion in generative AI applications for healthcare education: a scoping review.

    International journal of medical informatics·2026
    Same journal

    Medical students' use of large language models: a national survey.

    International journal of medical informatics·2026
    Same journal

    BlockFedMed: A blockchain-federated learning framework for privacy-preserving mortality prediction across heterogeneous intensive care units.

    International journal of medical informatics·2026
    Same journal

    Integrating clinical decision support systems in pediatric oncology: A scoping review of applications, implementation gaps, and management Implications.

    International journal of medical informatics·2026
    Same journal

    Understanding digital health capability of allied health professionals - a mixed-methods study with content validity analysis.

    International journal of medical informatics·2026
    See all related articles

    Recent advances in natural language processing for biomedical applications show promise, particularly in molecular biology text mining. However, clinical text mining remains underdeveloped, highlighting the need for accessible clinical data like electronic patient records.

    Area of Science:

    • Natural Language Processing (NLP) applications in the biomedical domain.
    • Focus on text mining for molecular biology and clinical informatics.

    Background:

    • A 2004 international workshop in Geneva highlighted recent NLP advances in biomedicine.
    • Significant achievements exist in text mining for molecular biology and biomedical literature.

    Discussion:

    • Studies applying NLP to clinical content are currently rare.
    • A gap exists between bioinformatics and medical informatics due to limited clinical data access.

    Key Insights:

    • Biomedical literature text mining has yielded notable successes.
    • Clinical text mining lags behind due to data scarcity.

    Outlook:

    • Increased availability of clinical corpora, such as electronic patient records, is crucial.

    Related Experiment Videos

  • Bridging the gap requires enhanced access to diverse biomedical text data.