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de identified electronic health record ehr data  (Optum Inc)

 
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    Optum Inc de identified electronic health record ehr data
    De Identified Electronic Health Record Ehr Data, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/electronic+health+record+data/electronic+health+records/pm42296299-21-11-10
    Average 86 stars, based on 1 article reviews
    de identified electronic health record ehr data - by Bioz Stars, 2026-09
    86/100 stars

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    Related Articles

    other:

    Article Title: The effect of a post-bronchodilator FEV 1 /FVC < 0.7 on COPD diagnosis and treatment: a regression discontinuity design.
    Article Snippet: Availability of data and materials Electronic health record data that support the findings of this study are available from the Optum Labs Data Warehouse.

    Article Title: AI4CDI: Introducing a novel machine learning approach to demonstrate feasibility of timely and early identification of at-risk populations for Clostridioides difficile infections.
    Article Snippet: This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record.. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article.. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

    Article Title: Recent Advances in the Application of Machine Learning Models in Metabolic Dysfunction-Associated Steatotic Liver Disease.
    Article Snippet: Metabolic Dysfunction–associated Steatotic Liver Disease (MASLD) is a prevalent liver disease worldwide, with its prevalence rising alongside the increase in metabolic syndrome (MetS), obesity and ageing.. Machine learning (ML), as a powerful analysis tool to handle and analyse massive data/information, has been employed to enhance and refine the diagnosis, risk assessment, non‐invasive screening, and treatment options against MASLD.. This review thoroughly explores the application of ML in identifying MASLD‐related genes and lipidomic biomarkers, non‐invasive screening technologies such as ultrasound and imaging, and predicting the risk of disease progression to metabolic dysfunction–associated steatohepatitis (MASH) or more advanced stages, such as cirrhosis.

    Biomarker Discovery:

    Article Title: Real-World Comparison of Overall Survival Among Patients With and Without Inherited Retinal Diseases.
    Article Snippet: .. Optum® Electronic Health Record data (January 2014–January 2023) were evaluated for IRD (patients with ≥2 medical visits with an IRD diagnosis; index date: second such medical visit) and non-IRD (patients without an IRD diagnosis; index date: random medical visit) cohorts. ..

    Article Title: Real-World Comparison of Overall Survival Among Patients With and Without Inherited Retinal Diseases
    Article Snippet: .. Optum ® Electronic Health Record data (January 2014–January 2023) were evaluated for IRD (patients with ≥2 medical visits with an IRD diagnosis; index date: second such medical visit) and non-IRD (patients without an IRD diagnosis; index date: random medical visit) cohorts. ..

    Derivative Assay:

    Article Title: A protocol for three observational cohort studies evaluating adverse outcomes, excess costs and repeat procedures after surgery for breast cancer in the USA.
    Article Snippet: Optum R© Market Clarity Data is an integrated, multi-source dataset comprising medical claims, pharmacy claims, and electronic health records. .. Optum Market Clarity links electronic health record data – including lab results, vital signs, measurements, diagnoses, procedures, and information derived from unstructured clinical notes using natural language processing – with historical, linked administrative claim data, including pharmacy claims, physician claims, clinical information facility claims, and medications prescribed and administered. .. Optum Market Clarity is statistically de-identified under the HIPAA Privacy Rule’s Expert Determination method and managed according to Optum customer data use agreements (27,28).

    Medications:

    Article Title: A protocol for three observational cohort studies evaluating adverse outcomes, excess costs and repeat procedures after surgery for breast cancer in the USA.
    Article Snippet: Optum R© Market Clarity Data is an integrated, multi-source dataset comprising medical claims, pharmacy claims, and electronic health records. .. Optum Market Clarity links electronic health record data – including lab results, vital signs, measurements, diagnoses, procedures, and information derived from unstructured clinical notes using natural language processing – with historical, linked administrative claim data, including pharmacy claims, physician claims, clinical information facility claims, and medications prescribed and administered. .. Optum Market Clarity is statistically de-identified under the HIPAA Privacy Rule’s Expert Determination method and managed according to Optum customer data use agreements (27,28).



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