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allscripts touchworks  (Allscripts)

 
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    Structured Review

    Allscripts allscripts touchworks
    EHR data sources, NLP methods, and machine learning performance, and outcomes
    Allscripts Touchworks, supplied by Allscripts, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/allscripts touchworks/product/Allscripts
    Average 90 stars, based on 1 article reviews
    allscripts touchworks - by Bioz Stars, 2026-04
    90/100 stars

    Images

    1) Product Images from "Natural language processing of electronic health records for early detection of cognitive decline: a systematic review"

    Article Title: Natural language processing of electronic health records for early detection of cognitive decline: a systematic review

    Journal: NPJ Digital Medicine

    doi: 10.1038/s41746-025-01527-z

    EHR data sources, NLP methods, and machine learning performance, and outcomes
    Figure Legend Snippet: EHR data sources, NLP methods, and machine learning performance, and outcomes

    Techniques Used: Biomarker Discovery, Extraction



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    Image Search Results


    EHR data sources, NLP methods, and machine learning performance, and outcomes

    Journal: NPJ Digital Medicine

    Article Title: Natural language processing of electronic health records for early detection of cognitive decline: a systematic review

    doi: 10.1038/s41746-025-01527-z

    Figure Lengend Snippet: EHR data sources, NLP methods, and machine learning performance, and outcomes

    Article Snippet: Oh et al. , Allscripts TouchWorks, 2013–2018 , Not specified , Rules-based: pattern matching , UMLS, custom , Precision 0.30–1.0 , N/A (rule-based), N/A , AUC N/A, Sens Not rep., Spec Not rep., F1 0.65–1.0 , ICD codes , AD , F00 and others.

    Techniques: Biomarker Discovery, Extraction