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Automatic code assignment to medical text

    https://dl.acm.org/doi/10.5555/1572392.1572416
    Code assignment is important for handling large amounts of electronic medical data in the modern hospital. However, only expert annotators with extensive training can assign codes. We present a system for the assignment of ICD-9-CM clinical codes to …

Automatic Medical Code Assignment via Deep Learning …

    https://pubmed.ncbi.nlm.nih.gov/32750909/
    In this paper, we proposed a deep learning approach and a medical topic mining method to automatically predict ICD codes from text-free medical records. The result of the F1 score …

Automatic Code Assignment to Medical Text - ACL …

    https://aclanthology.org/W07-1017.pdf
    Code assignment is important for handling large amounts of electronic medical data in the modern hospital. However, only expert annotators with extensive training can as-sign …

Automatic Code Assignment to Medical Text - ACL …

    https://aclanthology.org/W07-1017/
    Automatic Code Assignment to Medical Text. In Biological, translational, and clinical language processing, pages 129–136, Prague, Czech Republic. …

(PDF) Automatic code assignment to medical text

    https://www.researchgate.net/publication/234795167_Automatic_code_assignment_to_medical_text
    Code assignment is important for handling large amounts of electronic medical data in the modern hospital. However, only expert annotators with extensive …

CiteSeerX — Automatic Code Assignment to Medical Text

    https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.98.5530
    Our system assigns a code configuration, predicting one or more codes for each document. We combine three coding systems into a single learning system for higher …

Automatic Code Assignment to Medical Text

    https://www.cs.jhu.edu/~mdredze/publications/cmc_bionlp07.pdf
    Codes are assigned to medical reports by doc-tors, nurses and other trained experts based on com-plex coding guidelines (National Center for HealthStatistics, 2006). A particular …

Automatic code assignment to medical text - Academia.edu

    https://www.academia.edu/2809836/Automatic_code_assignment_to_medical_text
    However, only expert annotators with extensive training can assign codes. We present a system for the assignment of ICD-9-CM clinical codes to free text radiology reports. Our …

Automatic ICD Code Assignment to Medical Text with …

    https://www.ideals.illinois.edu/items/104403
    Mining the Electronic Medical Record (EMR henceforth) is growing in popularity but still lacks good methods for better understanding the text in EMR. One important task is …

Automatic Code Assignment to Medical Text - D2943588

    https://gradebuddy.com/doc/2943588/automatic-code-assignment-to-medical-text/
    Automatic Code Assignment to Medical TextKoby Crammer and Mark Dredze and Kuzman Ganchev and Partha Pratim TalukdarDepartment of Computer and Information …



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