Recent Sentinel Activity

This recent activity feed provides a list of the last 90 days of Sentinel activity across assessments, publications & presentations, projects, events, etc.

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URL	Title	Category	Date	Recent Activity
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/characterization-mothers-mother-infant-linkage-table	Characterization of Mothers in the Mother-Infant Linkage Table in the Sentinel Distributed Database: A Descriptive Analysis	Modular Programs	03/11/2021	Characterization of Mothers in the Mother-Infant Linkage Table in the Sentinel Distributed Database: A Descriptive Analysis Modular Programs 03/11/2021
https://sentinelinitiative.org/methods-data-tools/methods/making-medicaid-data-more-accessible-through-common-data-models-and-fhir	Making Medicaid Data More Accessible Through Common Data Models and FHIR APIs	Methods, Data, & Tools	09/24/2021	Making Medicaid Data More Accessible Through Common Data Models and FHIR APIs Methods, Data, & Tools 09/24/2021
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/synthetic-data-support-reproducible-clinical-research	Synthetic Data to Support Reproducible Clinical Research: Opportunities and Challenges	Sentinel Initiative Events	11/10/2021	Synthetic Data to Support Reproducible Clinical Research: Opportunities and Challenges Sentinel Initiative Events 11/10/2021
https://sentinelinitiative.org/methods-data-tools/methods/identification-and-mitigation-structured-electronic-health-record-ehr	Identification and Mitigation of Structured Electronic Health Record (EHR) Source Data Mapping Issues	Methods, Data, & Tools	11/24/2021	Identification and Mitigation of Structured Electronic Health Record (EHR) Source Data Mapping Issues Methods, Data, & Tools 11/24/2021
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/racial-differences-covid-19-outcomes-2020-2021	Racial Differences in COVID-19 Outcomes (2020-2021)	Assessments	12/08/2021	Racial Differences in COVID-19 Outcomes (2020-2021) Assessments 12/08/2021
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/introduction-negative-control-and-proximal-causal-learning	An Introduction to Negative Control and Proximal Causal Learning	Sentinel Initiative Events	01/28/2022	An Introduction to Negative Control and Proximal Causal Learning Sentinel Initiative Events 01/28/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/do-all-roads-lead-fhir-imagining-fhir-meta-common-data	Do All Roads Lead to FHIR? Imagining FHIR as a Meta-Common Data Model for Research	Sentinel Initiative Events	02/24/2022	Do All Roads Lead to FHIR? Imagining FHIR as a Meta-Common Data Model for Research Sentinel Initiative Events 02/24/2022
https://sentinelinitiative.org/methods-data-tools/methods/improving-capture-race-and-ethnicity-data-sentinel	Improving Capture of Race and Ethnicity Data in Sentinel	Methods, Data, & Tools	03/08/2022	Improving Capture of Race and Ethnicity Data in Sentinel Methods, Data, & Tools 03/08/2022
https://sentinelinitiative.org/engage-sentinel/quarterly-newsletter	Quarterly Newsletter	Spotlight	03/24/2022	Quarterly Newsletter Spotlight 03/24/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/data-leakage-due-care-provided-outside-study-electronic	Data Leakage Due to Care Provided Outside of the Study Electronic Health Record System: Potential Biases and Solutions	Sentinel Initiative Events	03/28/2022	Data Leakage Due to Care Provided Outside of the Study Electronic Health Record System: Potential Biases and Solutions Sentinel Initiative Events 03/28/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/can-we-train-machine-learning-methods-outperform-high	Can We Train Machine Learning Methods to Outperform the High-Dimensional Propensity Score Algorithm?	Sentinel Initiative Events	05/11/2022	Can We Train Machine Learning Methods to Outperform the High-Dimensional Propensity Score Algorithm? Sentinel Initiative Events 05/11/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/advancing-use-real-world-evidence-health-technology	Advancing the Use of Real-World Evidence for Health Technology Assessment – The NICE Real-World Evidence Framework	Sentinel Initiative Events	08/11/2022	Advancing the Use of Real-World Evidence for Health Technology Assessment – The NICE Real-World Evidence Framework Sentinel Initiative Events 08/11/2022
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/differences-covid-19-testing-positivity-hospitalization-and	Differences in COVID-19 Testing, Positivity, Hospitalization, and Mortality by Race and Ethnicity in the Sentinel Distributed Database: A Descriptive Analysis	Analyses	08/19/2022	Differences in COVID-19 Testing, Positivity, Hospitalization, and Mortality by Race and Ethnicity in the Sentinel Distributed Database: A Descriptive Analysis Analyses 08/19/2022
https://sentinelinitiative.org/news-events/publications-presentations/switching-patterns-mixed-amphetamine-salt-products-fda-s	Switching Patterns of Mixed Amphetamine Salt Products in the FDA’s Sentinel Distributed Database	Publications and Presentations	08/27/2022	Switching Patterns of Mixed Amphetamine Salt Products in the FDA’s Sentinel Distributed Database Publications and Presentations 08/27/2022
https://sentinelinitiative.org/news-events/publications-presentations/systemic-corticosteroids-covid-19-us-outpatient-settings	Systemic Corticosteroids for COVID-19 in U.S. Outpatient Settings	Publications and Presentations	08/28/2022	Systemic Corticosteroids for COVID-19 in U.S. Outpatient Settings Publications and Presentations 08/28/2022
https://sentinelinitiative.org/news-events/publications-presentations/racial-differences-us-covid-19-positivity-hospitalization	Racial Differences in U.S. COVID-19 Positivity, Hospitalization, and Mortality	Spotlight	08/28/2022	Racial Differences in U.S. COVID-19 Positivity, Hospitalization, and Mortality Spotlight 08/28/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/representing-and-utilizing-clinical-textual-data-real	Representing and Utilizing Clinical Textual Data for Real World Studies: An OHDSI Approach	Sentinel Initiative Events	08/30/2022	Representing and Utilizing Clinical Textual Data for Real World Studies: An OHDSI Approach Sentinel Initiative Events 08/30/2022
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/comparative-effectiveness-azithromycin-relative-roflumilast	Comparative Effectiveness of Azithromycin Relative to Roflumilast in Individuals With Uncontrolled Chronic Obstructive Pulmonary Disease Despite Triple Inhaled Therapy	Study Protocols & Surveillance Plan	09/01/2022	Comparative Effectiveness of Azithromycin Relative to Roflumilast in Individuals With Uncontrolled Chronic Obstructive Pulmonary Disease Despite Triple Inhaled Therapy Study Protocols & Surveillance Plan 09/01/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/deep-learning-electronic-health-records-research	Deep Learning on Electronic Health Records for Research in Pharmacoepidemiology: Examples From the Field of Oncology	Sentinel Initiative Events	09/07/2022	Deep Learning on Electronic Health Records for Research in Pharmacoepidemiology: Examples From the Field of Oncology Sentinel Initiative Events 09/07/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/machine-learning-high-dimensional-proxy-covariate	Machine Learning for High-dimensional Proxy Covariate Adjustment in Healthcare Database Studies: An Overview of the Current Literature	Sentinel Initiative Events	09/12/2022	Machine Learning for High-dimensional Proxy Covariate Adjustment in Healthcare Database Studies: An Overview of the Current Literature Sentinel Initiative Events 09/12/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/addressing-missing-data-comparative-effectiveness-research	Addressing Missing Data in Comparative Effectiveness Research Using EHR Data	Sentinel Initiative Events	09/26/2022	Addressing Missing Data in Comparative Effectiveness Research Using EHR Data Sentinel Initiative Events 09/26/2022
https://sentinelinitiative.org/methods-data-tools/software-packages-toolkits/centers-medicare-and-medicaid-services-cms-medicaid	The Centers for Medicare and Medicaid Services (CMS): Medicaid and Children’s Health Insurance Program (CHIP) Claims in Sentinel Common Data Model (SCDM) Format	Methods, Data, & Tools	11/01/2022	The Centers for Medicare and Medicaid Services (CMS): Medicaid and Children’s Health Insurance Program (CHIP) Claims in Sentinel Common Data Model (SCDM) Format Methods, Data, & Tools 11/01/2022
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/outcome-monitoring-following-zarxio-use-signal	Outcome Monitoring Following Zarxio Use: A Signal Identification Analysis	Analyses	11/10/2022	Outcome Monitoring Following Zarxio Use: A Signal Identification Analysis Analyses 11/10/2022
https://sentinelinitiative.org/methods-data-tools/methods/inclusion-semi-structured-and-unstructured-electronic-health-record-ehr	Inclusion of Semi-Structured and Unstructured Electronic Health Record (EHR) Data in Confounding Adjustment and Outcome Ascertainment	Methods, Data, & Tools	12/09/2022	Inclusion of Semi-Structured and Unstructured Electronic Health Record (EHR) Data in Confounding Adjustment and Outcome Ascertainment Methods, Data, & Tools 12/09/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/machine-learning-distributed-data-networks-fda-sentinel	Machine Learning in Distributed Data Networks like the FDA Sentinel System: Opportunities, Challenges, and Considerations	Sentinel Initiative Events	12/16/2022	Machine Learning in Distributed Data Networks like the FDA Sentinel System: Opportunities, Challenges, and Considerations Sentinel Initiative Events 12/16/2022
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/2023-sentinel-innovation-and-methods-seminar-series	2023 Sentinel Innovation and Methods Seminar Series	Sentinel Initiative Events	01/01/2023	2023 Sentinel Innovation and Methods Seminar Series Sentinel Initiative Events 01/01/2023
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/identification-and-mitigation-source-mapping-issues	Identification and Mitigation of Source Mapping Issues in Structured Electronic Health Record Data	Sentinel Initiative Events	01/23/2023	Identification and Mitigation of Source Mapping Issues in Structured Electronic Health Record Data Sentinel Initiative Events 01/23/2023
https://sentinelinitiative.org/methods-data-tools/sentinel-common-data-model/data-quality-review-and-characterization-programs	Data Quality Review and Characterization Programs	Methods, Data, & Tools	02/23/2023	Data Quality Review and Characterization Programs Methods, Data, & Tools 02/23/2023
https://sentinelinitiative.org/methods-data-tools/methods/medical-literature-and-data-cannabis-use	Medical Literature and Data on Cannabis Use	Methods, Data, & Tools	02/23/2023	Medical Literature and Data on Cannabis Use Methods, Data, & Tools 02/23/2023
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/ontology-driven-weak-supervision-clinical-entity	Ontology-Driven Weak Supervision for Clinical Entity Classification in Electronic Health Records	Sentinel Initiative Events	02/28/2023	Ontology-Driven Weak Supervision for Clinical Entity Classification in Electronic Health Records Sentinel Initiative Events 02/28/2023
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/understanding-use-negative-controls-assess-validity-non	Understanding the Use of Negative Controls to Assess the Validity of Non-Interventional Studies of Treatment Using Real-World Evidence	Sentinel Initiative Events	03/08/2023	Understanding the Use of Negative Controls to Assess the Validity of Non-Interventional Studies of Treatment Using Real-World Evidence Sentinel Initiative Events 03/08/2023
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/outcome-monitoring-following-zarxio-use-updated-signal	Outcome Monitoring Following Zarxio Use: An Updated Signal Identification Analysis	Analyses	03/08/2023	Outcome Monitoring Following Zarxio Use: An Updated Signal Identification Analysis Analyses 03/08/2023
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/angioedema-following-sacubitrilvalsartan-use-patients-0	Angioedema Following Sacubitril/Valsartan Use in Patients with Heart Failure: An Updated Propensity Score Matched Analysis	Analyses	04/21/2023	Angioedema Following Sacubitril/Valsartan Use in Patients with Heart Failure: An Updated Propensity Score Matched Analysis Analyses 04/21/2023
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/brand-generic-switching-patterns-among-advair-diskus-users	Brand to Generic Switching Patterns Among Advair Diskus Users with Asthma or Chronic Obstructive Pulmonary Disease (COPD): A Descriptive Analysis	Analyses	05/01/2023	Brand to Generic Switching Patterns Among Advair Diskus Users with Asthma or Chronic Obstructive Pulmonary Disease (COPD): A Descriptive Analysis Analyses 05/01/2023
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/biologics-use-adults-ulcerative-colitis-descriptive-analysis	Biologics Use in Adults with Ulcerative Colitis: A Descriptive Analysis	Analyses	05/24/2023	Biologics Use in Adults with Ulcerative Colitis: A Descriptive Analysis Analyses 05/24/2023
https://sentinelinitiative.org/news-events/publications-presentations/switching-patterns-immediate-release-forms-generic-mixed	Switching Patterns of Immediate-Release Forms of Generic Mixed Amphetamine Salts Products Among Privately and Publicly Insured Individuals Aged 15-64 Years in the United States, 2013-2019	Publications and Presentations	06/22/2023	Switching Patterns of Immediate-Release Forms of Generic Mixed Amphetamine Salts Products Among Privately and Publicly Insured Individuals Aged 15-64 Years in the United States, 2013-2019 Publications and Presentations 06/22/2023
https://sentinelinitiative.org/news-events/meetings-workshops-trainings/strengths-and-limits-claims-and-ehr-based-data-sources	Strengths and Limits of Claims and EHR-based Data Sources	Training	06/22/2023	Strengths and Limits of Claims and EHR-based Data Sources Training 06/22/2023
https://sentinelinitiative.org/news-events/publications-presentations/six-years-fdas-postmarket-active-risk-identification-and	Six Years of FDA's Postmarket Active Risk Identification and Analysis System (ARIA) in the Sentinel Initiative: Implications for Real World Evidence Generation	Publications and Presentations	06/30/2023	Six Years of FDA's Postmarket Active Risk Identification and Analysis System (ARIA) in the Sentinel Initiative: Implications for Real World Evidence Generation Publications and Presentations 06/30/2023
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/renal-cell-carcinoma-following-canagliflozin-use-patients	Renal Cell Carcinoma Following Canagliflozin Use in Patients with Type 2 Diabetes: A Descriptive Analysis	Analyses	07/06/2023	Renal Cell Carcinoma Following Canagliflozin Use in Patients with Type 2 Diabetes: A Descriptive Analysis Analyses 07/06/2023
https://sentinelinitiative.org/studies/drugs/individual-drug-analyses/alosetron-and-eluxadoline-use-descriptive-analysis	Alosetron and Eluxadoline Use: A Descriptive Analysis	Analyses	07/06/2023	Alosetron and Eluxadoline Use: A Descriptive Analysis Analyses 07/06/2023