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us particularly from the optum ehr iqvia tm pharmetrics plus and iqvia tm ambulatory emr databases  (Optum Inc)

 
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    Structured Review

    Optum Inc us particularly from the optum ehr iqvia tm pharmetrics plus and iqvia tm ambulatory emr databases
    CCAE, commercial claims and encounters; CDM, Clinformatics ® Data Mart; <t>EHR,</t> <t>electronic</t> <t>health</t> <t>record;</t> <t>EMR,</t> <t>electronic</t> <t>medical</t> <t>record;</t> LASSO, least absolute shrinkage and selection operator; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental; PH, proportional hazards; T2DM, type 2 diabetes mellitus.
    Us Particularly From The Optum Ehr Iqvia Tm Pharmetrics Plus And Iqvia Tm Ambulatory Emr Databases, 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/ehr+-+emr/ehr+optum/pmc12863472-108-26-30
    Average 86 stars, based on 1 article reviews
    us particularly from the optum ehr iqvia tm pharmetrics plus and iqvia tm ambulatory emr databases - by Bioz Stars, 2026-09
    86/100 stars

    Images

    1) Product Images from "Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching"

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching

    Journal: PLOS One

    doi: 10.1371/journal.pone.0341745

    CCAE, commercial claims and encounters; CDM, Clinformatics ® Data Mart; EHR, electronic health record; EMR, electronic medical record; LASSO, least absolute shrinkage and selection operator; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental; PH, proportional hazards; T2DM, type 2 diabetes mellitus.
    Figure Legend Snippet: CCAE, commercial claims and encounters; CDM, Clinformatics ® Data Mart; EHR, electronic health record; EMR, electronic medical record; LASSO, least absolute shrinkage and selection operator; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental; PH, proportional hazards; T2DM, type 2 diabetes mellitus.

    Techniques Used: Selection

    CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental.
    Figure Legend Snippet: CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental.

    Techniques Used:

    CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental; PY, person-year.
    Figure Legend Snippet: CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental; PY, person-year.

    Techniques Used:

    CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental.
    Figure Legend Snippet: CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental.

    Techniques Used:

    Related Articles

    Selection:

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching
    Article Snippet: The analyses were conducted for 4 specific AHAs using data from 7 US databases and 1 Japanese database, with the majority of patients coming from the US (particularly from the Optum ® EHR, IQVIA TM PharMetrics Plus, and IQVIA TM Ambulatory EMR databases); therefore, the findings are not generalizable to other geographic regions and other AHAs.

    Article Title: Research protocol for an observational health data analysis to assess the applicability of randomized controlled trials focusing on newly diagnosed metastatic prostate cancer using real-world data: PIONEER IMI’s “big data for better outcomes” program
    Article Snippet: Optum de-identified Electronic Health Record Dataset , USA , EMR , Optum EHR - EMR, US , 96 million , -2006 , EHR/Privately Insured , Optum© de-identified Electronic Health Record Dataset represents Humedica’s Electronic Health Record data a medical records database. The medical record data includes clinical information, inclusive of prescriptions as prescribed and administered, lab results, vital signs, body measurements, diagnoses, procedures, and information derived from clinical Notes using natural language processing (NLP)..

    Derivative Assay:

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching
    Article Snippet: The analyses were conducted for 4 specific AHAs using data from 7 US databases and 1 Japanese database, with the majority of patients coming from the US (particularly from the Optum ® EHR, IQVIA TM PharMetrics Plus, and IQVIA TM Ambulatory EMR databases); therefore, the findings are not generalizable to other geographic regions and other AHAs.

    Article Title: Research protocol for an observational health data analysis to assess the applicability of randomized controlled trials focusing on newly diagnosed metastatic prostate cancer using real-world data: PIONEER IMI’s “big data for better outcomes” program
    Article Snippet: Optum de-identified Electronic Health Record Dataset , USA , EMR , Optum EHR - EMR, US , 96 million , -2006 , EHR/Privately Insured , Optum© de-identified Electronic Health Record Dataset represents Humedica’s Electronic Health Record data a medical records database. The medical record data includes clinical information, inclusive of prescriptions as prescribed and administered, lab results, vital signs, body measurements, diagnoses, procedures, and information derived from clinical Notes using natural language processing (NLP)..

    Biomarker Discovery:

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching
    Article Snippet: The analyses were conducted for 4 specific AHAs using data from 7 US databases and 1 Japanese database, with the majority of patients coming from the US (particularly from the Optum ® EHR, IQVIA TM PharMetrics Plus, and IQVIA TM Ambulatory EMR databases); therefore, the findings are not generalizable to other geographic regions and other AHAs.

    Article Title: Research protocol for an observational health data analysis to assess the applicability of randomized controlled trials focusing on newly diagnosed metastatic prostate cancer using real-world data: PIONEER IMI’s “big data for better outcomes” program
    Article Snippet: Optum de-identified Electronic Health Record Dataset , USA , EMR , Optum EHR - EMR, US , 96 million , -2006 , EHR/Privately Insured , Optum© de-identified Electronic Health Record Dataset represents Humedica’s Electronic Health Record data a medical records database. The medical record data includes clinical information, inclusive of prescriptions as prescribed and administered, lab results, vital signs, body measurements, diagnoses, procedures, and information derived from clinical Notes using natural language processing (NLP)..

    Medications:

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching
    Article Snippet: The analyses were conducted for 4 specific AHAs using data from 7 US databases and 1 Japanese database, with the majority of patients coming from the US (particularly from the Optum ® EHR, IQVIA TM PharMetrics Plus, and IQVIA TM Ambulatory EMR databases); therefore, the findings are not generalizable to other geographic regions and other AHAs.

    Article Title: Research protocol for an observational health data analysis to assess the applicability of randomized controlled trials focusing on newly diagnosed metastatic prostate cancer using real-world data: PIONEER IMI’s “big data for better outcomes” program
    Article Snippet: Optum de-identified Electronic Health Record Dataset , USA , EMR , Optum EHR - EMR, US , 96 million , -2006 , EHR/Privately Insured , Optum© de-identified Electronic Health Record Dataset represents Humedica’s Electronic Health Record data a medical records database. The medical record data includes clinical information, inclusive of prescriptions as prescribed and administered, lab results, vital signs, body measurements, diagnoses, procedures, and information derived from clinical Notes using natural language processing (NLP)..

    Software:

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching
    Article Snippet: The analyses were conducted for 4 specific AHAs using data from 7 US databases and 1 Japanese database, with the majority of patients coming from the US (particularly from the Optum ® EHR, IQVIA TM PharMetrics Plus, and IQVIA TM Ambulatory EMR databases); therefore, the findings are not generalizable to other geographic regions and other AHAs.

    Article Title: Research protocol for an observational health data analysis to assess the applicability of randomized controlled trials focusing on newly diagnosed metastatic prostate cancer using real-world data: PIONEER IMI’s “big data for better outcomes” program
    Article Snippet: Optum de-identified Electronic Health Record Dataset , USA , EMR , Optum EHR - EMR, US , 96 million , -2006 , EHR/Privately Insured , Optum© de-identified Electronic Health Record Dataset represents Humedica’s Electronic Health Record data a medical records database. The medical record data includes clinical information, inclusive of prescriptions as prescribed and administered, lab results, vital signs, body measurements, diagnoses, procedures, and information derived from clinical Notes using natural language processing (NLP)..



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    Image Search Results


    CCAE, commercial claims and encounters; CDM, Clinformatics ® Data Mart; EHR, electronic health record; EMR, electronic medical record; LASSO, least absolute shrinkage and selection operator; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental; PH, proportional hazards; T2DM, type 2 diabetes mellitus.

    Journal: PLOS One

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching

    doi: 10.1371/journal.pone.0341745

    Figure Lengend Snippet: CCAE, commercial claims and encounters; CDM, Clinformatics ® Data Mart; EHR, electronic health record; EMR, electronic medical record; LASSO, least absolute shrinkage and selection operator; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental; PH, proportional hazards; T2DM, type 2 diabetes mellitus.

    Article Snippet: The analyses were conducted for 4 specific AHAs using data from 7 US databases and 1 Japanese database, with the majority of patients coming from the US (particularly from the Optum ® EHR, IQVIA TM PharMetrics Plus, and IQVIA TM Ambulatory EMR databases); therefore, the findings are not generalizable to other geographic regions and other AHAs.

    Techniques: Selection

    CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental.

    Journal: PLOS One

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching

    doi: 10.1371/journal.pone.0341745

    Figure Lengend Snippet: CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental.

    Article Snippet: The analyses were conducted for 4 specific AHAs using data from 7 US databases and 1 Japanese database, with the majority of patients coming from the US (particularly from the Optum ® EHR, IQVIA TM PharMetrics Plus, and IQVIA TM Ambulatory EMR databases); therefore, the findings are not generalizable to other geographic regions and other AHAs.

    Techniques:

    CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental; PY, person-year.

    Journal: PLOS One

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching

    doi: 10.1371/journal.pone.0341745

    Figure Lengend Snippet: CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental; PY, person-year.

    Article Snippet: The analyses were conducted for 4 specific AHAs using data from 7 US databases and 1 Japanese database, with the majority of patients coming from the US (particularly from the Optum ® EHR, IQVIA TM PharMetrics Plus, and IQVIA TM Ambulatory EMR databases); therefore, the findings are not generalizable to other geographic regions and other AHAs.

    Techniques:

    CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental.

    Journal: PLOS One

    Article Title: Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching

    doi: 10.1371/journal.pone.0341745

    Figure Lengend Snippet: CDM, Clinformatics ® Data Mart; CCAE, commercial claims and encounters; EHR, electronic health record; EMR, electronic medical record; MDC, medical data center; MDCD, multi-state Medicaid database; MDCR, Medicare supplemental.

    Article Snippet: The analyses were conducted for 4 specific AHAs using data from 7 US databases and 1 Japanese database, with the majority of patients coming from the US (particularly from the Optum ® EHR, IQVIA TM PharMetrics Plus, and IQVIA TM Ambulatory EMR databases); therefore, the findings are not generalizable to other geographic regions and other AHAs.

    Techniques:

    Data sources formatted to the OMOP CDM with prostate cancer patients to be included in the PIONEER Study-a-thon as of April 2021 <xref ref-type= a ." width="100%" height="100%">

    Journal: International Journal of Surgery Protocols

    Article Title: Research protocol for an observational health data analysis to assess the applicability of randomized controlled trials focusing on newly diagnosed metastatic prostate cancer using real-world data: PIONEER IMI’s “big data for better outcomes” program

    doi: 10.1097/SP9.0000000000000024

    Figure Lengend Snippet: Data sources formatted to the OMOP CDM with prostate cancer patients to be included in the PIONEER Study-a-thon as of April 2021 a .

    Article Snippet: Optum de-identified Electronic Health Record Dataset , USA , EMR , Optum EHR - EMR, US , 96 million , -2006 , EHR/Privately Insured , Optum© de-identified Electronic Health Record Dataset represents Humedica’s Electronic Health Record data a medical records database. The medical record data includes clinical information, inclusive of prescriptions as prescribed and administered, lab results, vital signs, body measurements, diagnoses, procedures, and information derived from clinical Notes using natural language processing (NLP)..

    Techniques: Derivative Assay, Biomarker Discovery, Medications, Selection, Software