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  1. Article: Replication of Real-World Evidence in Oncology Using Electronic Health Record Data Extracted by Machine Learning.

    Benedum, Corey M / Sondhi, Arjun / Fidyk, Erin / Cohen, Aaron B / Nemeth, Sheila / Adamson, Blythe / Estévez, Melissa / Bozkurt, Selen

    Cancers

    2023  Volume 15, Issue 6

    Abstract: Meaningful real-world evidence (RWE) generation requires unstructured data found in electronic health records (EHRs) which are often missing from administrative claims; however, obtaining relevant data from unstructured EHR sources is resource-intensive. ...

    Abstract Meaningful real-world evidence (RWE) generation requires unstructured data found in electronic health records (EHRs) which are often missing from administrative claims; however, obtaining relevant data from unstructured EHR sources is resource-intensive. In response, researchers are using natural language processing (NLP) with machine learning (ML) techniques (i.e.,
    Language English
    Publishing date 2023-03-20
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 2527080-1
    ISSN 2072-6694
    ISSN 2072-6694
    DOI 10.3390/cancers15061853
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article: Approach to machine learning for extraction of real-world data variables from electronic health records.

    Adamson, Blythe / Waskom, Michael / Blarre, Auriane / Kelly, Jonathan / Krismer, Konstantin / Nemeth, Sheila / Gippetti, James / Ritten, John / Harrison, Katherine / Ho, George / Linzmayer, Robin / Bansal, Tarun / Wilkinson, Samuel / Amster, Guy / Estola, Evan / Benedum, Corey M / Fidyk, Erin / Estévez, Melissa / Shapiro, Will /
    Cohen, Aaron B

    Frontiers in pharmacology

    2023  Volume 14, Page(s) 1180962

    Abstract: Background: ...

    Abstract Background:
    Language English
    Publishing date 2023-09-15
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 2587355-6
    ISSN 1663-9812
    ISSN 1663-9812
    DOI 10.3389/fphar.2023.1180962
    Database MEDical Literature Analysis and Retrieval System OnLINE

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