A Framework for Understanding Bias and Real-World Clinical Electronic Health Record Data #OHDSISocialShowcase Lead: Haeun Lee Team: Harold Lehmann, Benjamin Martin, Paul Nagy 🔗 https://www.ohdsi.org/2025showcase-212#OHDSISocialShowcase #JoinTheJourney

A Framework for Understanding Bias and Real-World Clinical Electronic Health Record Data #OHDSISocialShowcase Lead: Haeun Lee Team: Harold Lehmann, Benjamin Martin, Paul Nagy 🔗 https://www.ohdsi.org/2025showcase-212#OHDSISocialShowcase #JoinTheJourney

Methods for Managing Vocabulary Evolution in a Multi-Site Centralized Data Repository #OHDSISocialShowcase Lead: William T. Roddy Team: German Soto, Ian Braun, Smith F. Heavner, Kanwaljit Singh 🔗 https://www.ohdsi.org/2025showcase-146#OHDSISocialShowcase #JoinTheJourney

Methods for Managing Vocabulary Evolution in a Multi-Site Centralized Data Repository #OHDSISocialShowcase Lead: William T. Roddy Team: German Soto, Ian Braun, Smith F. Heavner, Kanwaljit Singh 🔗 https://www.ohdsi.org/2025showcase-146#OHDSISocialShowcase #JoinTheJourney

Considerations for De-identification of the OMOP Common Data Model #OHDSISocialShowcase Lead: Jose Posada Team: Natasha Flowers, Priya Desai 🔗 https://www.ohdsi.org/2025showcase-133#OHDSISocialShowcase #JoinTheJourney

Considerations for De-identification of the OMOP Common Data Model #OHDSISocialShowcase Lead: Jose Posada Team: Natasha Flowers, Priya Desai 🔗 https://www.ohdsi.org/2025showcase-133#OHDSISocialShowcase #JoinTheJourney

Powering a Personal Health Record Analytic Environment using the OHDSI CDM and Google Colab #OHDSISocialShowcase Lead: Janos Hajagos 🔗 https://www.ohdsi.org/2025showcase-109#OHDSISocialShowcase #JoinTheJourney

Powering a Personal Health Record Analytic Environment using the OHDSI CDM and Google Colab #OHDSISocialShowcase Lead: Janos Hajagos 🔗 https://www.ohdsi.org/2025showcase-109#OHDSISocialShowcase #JoinTheJourney

Agentic conversation on OMOP CDM: the OMCP-A2A foundation library #OHDSISocialShowcase Lead: Niko Möller-Grell Team: Shihao Shenzhang, Zhangshu Joshua Jiang, Vishnu V Chandrabalan, Richard Dobson 🔗 https://www.ohdsi.org/2025showcase-310#OHDSISocialShowcase #JoinTheJourney

Agentic conversation on OMOP CDM: the OMCP-A2A foundation library #OHDSISocialShowcase Lead: Niko Möller-Grell Team: Shihao Shenzhang, Zhangshu Joshua Jiang, Vishnu V Chandrabalan, Richard Dobson 🔗 https://www.ohdsi.org/2025showcase-310#OHDSISocialShowcase #JoinTheJourney

Evaluating the Quality of Positive Unlabeled Learning Methods if Unlabeled Instances Cannot be Validated #OHDSISocialShowcase Lead: Praveen Kumar Full team listed on poster 🔗 https://www.ohdsi.org/2025showcase-202#OHDSISocialShowcase #JoinTheJourney

Evaluating the Quality of Positive Unlabeled Learning Methods if Unlabeled Instances Cannot be Validated #OHDSISocialShowcase Lead: Praveen Kumar Full team listed on poster 🔗 https://www.ohdsi.org/2025showcase-202#OHDSISocialShowcase #JoinTheJourney

Creating a Standardized EHR Analytics Data Source for the National Cancer Institute’s Connect for Cancer Prevention Study #OHDSISocialShowcase Lead: Edward A. Frankenberger Team: Jacob M. Peters, Nicole M. Gerlanc 🔗 https://www.ohdsi.org/2025showcase-126#OHDSISocialShowcase #JoinTheJourney

Creating a Standardized EHR Analytics Data Source for the National Cancer Institute’s Connect for Cancer Prevention Study #OHDSISocialShowcase Lead: Edward A. Frankenberger Team: Jacob M. Peters, Nicole M. Gerlanc 🔗 https://www.ohdsi.org/2025showcase-126#OHDSISocialShowcase #JoinTheJourney

Bridging FHIR and OMOP: Data Lineage for Observational Data Conversion #OHDSISocialShowcase Lead: Benjamin Berk Team: M Benzie, B Bolisetty, S Favre, J Fortune, J Goslin, V Kheterpal, K Marinan, A Marsan, E Ramos, S Venumuddula, J Wyderko 🔗 https://www.ohdsi.org/2025showcase-110#OHDSISocialShowcase #JoinTheJourney

Bridging FHIR and OMOP: Data Lineage for Observational Data Conversion #OHDSISocialShowcase Lead: Benjamin Berk Team: M Benzie, B Bolisetty, S Favre, J Fortune, J Goslin, V Kheterpal, K Marinan, A Marsan, E Ramos, S Venumuddula, J Wyderko 🔗 https://www.ohdsi.org/2025showcase-110#OHDSISocialShowcase #JoinTheJourney

Building the OHDSI Evidence Network – A Global, Open, Federated Collaboration #OHDSISocialShowcase Lead: Clair Blacketer Team: H Lee, B Martijn, E Burrows, P Mabry, D McKeen, S Patnoe, B Gerber, P Natsiavas, A Vadsariya, H Razzaghi, P Nagy 🔗 https://www.ohdsi.org/2025showcase-1#OHDSISocialShowcase #JoinTheJourney

Building the OHDSI Evidence Network – A Global, Open, Federated Collaboration #OHDSISocialShowcase Lead: Clair Blacketer Team: H Lee, B Martijn, E Burrows, P Mabry, D McKeen, S Patnoe, B Gerber, P Natsiavas, A Vadsariya, H Razzaghi, P Nagy 🔗 https://www.ohdsi.org/2025showcase-1#OHDSISocialShowcase #JoinTheJourney

dqdbt: Continuous Data Quality Testing for OMOP ETL with dbt #OHDSISocialShowcase Lead: Katy Sadowski Team: Lawrence Adams, Thomas Wylie Background: https://www.ohdsi.org/2025showcase-501 Demo below #JoinTheJourney https://youtu.be/0e9Qt-Ty-MU

dqdbt: Continuous Data Quality Testing for OMOP ETL with dbt #OHDSISocialShowcase Lead: Katy Sadowski Team: Lawrence Adams, Thomas Wylie Background: https://www.ohdsi.org/2025showcase-501 Demo below #JoinTheJourney https://youtu.be/0e9Qt-Ty-MU

AutoSPICT – Identifying End of Life Care Needs using an electronic implementation of the SPICT™ Questionnaire #OHDSISocialShowcase Lead: Joseph S. Boyle Team: Mike O’Neil, Maria Liakata, Alison Q. Smithard 🔗 https://www.ohdsi.org/2025showcase-219#OHDSISocialShowcase #JoinTheJourney

AutoSPICT – Identifying End of Life Care Needs using an electronic implementation of the SPICT™ Questionnaire #OHDSISocialShowcase Lead: Joseph S. Boyle Team: Mike O’Neil, Maria Liakata, Alison Q. Smithard 🔗 https://www.ohdsi.org/2025showcase-219#OHDSISocialShowcase #JoinTheJourney

Scalable Big Data Workflow for OMOP CDM: Performance Optimization and Automated Quality Evaluation of Real-World Data #OHDSISocialShowcase Lead: Danilo Luis Cerqueira Dias Full team listed on poster 🔗 https://www.ohdsi.org/2025showcase-153#OHDSISocialShowcase #JoinTheJourney

Scalable Big Data Workflow for OMOP CDM: Performance Optimization and Automated Quality Evaluation of Real-World Data #OHDSISocialShowcase Lead: Danilo Luis Cerqueira Dias Full team listed on poster 🔗 https://www.ohdsi.org/2025showcase-153#OHDSISocialShowcase #JoinTheJourney

Using the OMOP Cohort Table to Link PRoMPT BOLUS Clinical Trial Participants to the PEDSnet Research Network #OHDSISocialShowcase Lead: Levon H. Utidjian Full team listed on poster 🔗 https://www.ohdsi.org/2025showcase-130#OHDSISocialShowcase #JoinTheJourney

Using the OMOP Cohort Table to Link PRoMPT BOLUS Clinical Trial Participants to the PEDSnet Research Network #OHDSISocialShowcase Lead: Levon H. Utidjian Full team listed on poster 🔗 https://www.ohdsi.org/2025showcase-130#OHDSISocialShowcase #JoinTheJourney

Simplifying Research that Involves Multiple Care Sites: insights and implementation at the US VA #OHDSISocialShowcase Lead: Richard Boyce Team: Patrick Alba, Katherine Simon, Benjamin Viernes, William Obrien, Marc Suchard, Michael Matheny 🔗 https://www.ohdsi.org/2025showcase-104#OHDSISocialShowcase #JoinTheJourney

Simplifying Research that Involves Multiple Care Sites: insights and implementation at the US VA #OHDSISocialShowcase Lead: Richard Boyce Team: Patrick Alba, Katherine Simon, Benjamin Viernes, William Obrien, Marc Suchard, Michael Matheny 🔗 https://www.ohdsi.org/2025showcase-104#OHDSISocialShowcase #JoinTheJourney

Standardized Imaging Phenotyping and AI Validation for Tuberculosis Using Medical Imaging Extension for OMOP CDM and ATLAS #OHDSISocialShowcase #JoinTheJourney Lead: Huilin Tang Team: Y Lu, B Zhang, T Zhou, D Zhang, J Chen, D Asch, Y Chen 🔗 https://www.ohdsi.org/2025showcase-416

Standardized Imaging Phenotyping and AI Validation for Tuberculosis Using Medical Imaging Extension for OMOP CDM and ATLAS #OHDSISocialShowcase Lead: Huilin Tang Team: Y Lu, B Zhang, T Zhou, D Zhang, J Chen, D Asch, Y Chen 🔗 https://www.ohdsi.org/2025showcase-416#OHDSISocialShowcase #JoinTheJourney

Using Mondo to assemble rare disease cohorts in OMOP #OHDSISocialShowcase #JoinTheJourney Lead: Bryan Laraway Team: Eric Hurwitz, Blake Byer, Daniel Korn, Megan Pearson, Evan Connelly, Sabrina Toro, Melissa Haendel 🔗 https://www.ohdsi.org/2025showcase-149

Using Mondo to assemble rare disease cohorts in OMOP #OHDSISocialShowcase Lead: Bryan Laraway Team: Eric Hurwitz, Blake Byer, Daniel Korn, Megan Pearson, Evan Connelly, Sabrina Toro, Melissa Haendel 🔗 https://www.ohdsi.org/2025showcase-149#OHDSISocialShowcase #JoinTheJourney

Building an Oncology Data Lake to Enable Cancer Research: Lessons Learned from a Large Academic Health System #OHDSISocialShowcase #JoinTheJourney Lead: Shikha Kothari Full team listed on poster below. 🔗 https://www.ohdsi.org/2025showcase-124

Building an Oncology Data Lake to Enable Cancer Research: Lessons Learned from a Large Academic Health System #OHDSISocialShowcase Lead: Shikha Kothari Full team listed on poster below. 🔗 https://www.ohdsi.org/2025showcase-124#OHDSISocialShowcase #JoinTheJourney

Accelerating Analytics with Multi-source, OMOP-Conformed Data and Community Tools in a Cloud-Native Platform #OHDSISocialShowcase #JoinTheJourney Lead: Aleksandra Petkova Team: Glynn Dennis, Lance Dowling, Chris Baldwin 🔗 https://www.ohdsi.org/2025showcase-105

Accelerating Analytics with Multi-source, OMOP-Conformed Data and Community Tools in a Cloud-Native Platform #OHDSISocialShowcase Lead: Aleksandra Petkova Team: Glynn Dennis, Lance Dowling, Chris Baldwin 🔗 https://www.ohdsi.org/2025showcase-105#OHDSISocialShowcase #JoinTheJourney

From Fragmentation to Federation: A Multi-Partner OMOP Implementation in Uganda Enabling Global Real-World Evidence Generation #OHDSISocialShowcase #JoinTheJourney Lead: Francis Kanyike Full team listed on poster below 🔗 https://www.ohdsi.org/2025showcase-5

From Fragmentation to Federation: A Multi-Partner OMOP Implementation in Uganda Enabling Global Real-World Evidence Generation #OHDSISocialShowcase Lead: Francis Kanyike Full team listed on poster below 🔗 https://www.ohdsi.org/2025showcase-5#OHDSISocialShowcase #JoinTheJourney

Preliminary Evaluation of Common Data Elements Coverage of Oncology Clinical Trials’ Eligibility Criteria within OMOP #OHDSISocialShowcase Lead: Adit Anand Co-Author: Karthik Natarajan 🔗 https://www.ohdsi.org/2025showcase-129#OHDSISocialShowcase #JoinTheJourney

Preliminary Evaluation of Common Data Elements Coverage of Oncology Clinical Trials’ Eligibility Criteria within OMOP #OHDSISocialShowcase Lead: Adit Anand Co-Author: Karthik Natarajan 🔗 https://www.ohdsi.org/2025showcase-129#OHDSISocialShowcase #JoinTheJourney

Metalexis, A Scalable, Sustainable Platform for Collaborative Multilingual Scientific Translation of the OHDSI Book; potential evolution towards AI-enabled Living Knowledge Networks #OHDSISocialShowcase Lead: Michel J.F. Walravens Team listed on poster 🔗 https://www.ohdsi.org/2025showcase-204

Metalexis, A Scalable, Sustainable Platform for Collaborative Multilingual Scientific Translation of the OHDSI Book; potential evolution towards AI-enabled Living Knowledge Networks #OHDSISocialShowcase Lead: Michel J.F. Walravens Team listed on poster 🔗 https://www.ohdsi.org/2025showcase-204

A Configuration-Only, Sharable Pipeline for Stable Zero-Shot CDM Grounding of NLP Targets (That You Can Run on a Pretty Good Laptop) #OHDSISocialShowcase Lead: Georgina Kennedy Team: J Houghtaling, R Miller, F Alam, L Holloway, T Churches, W Liauw 🔗 https://www.ohdsi.org/2025showcase-302

A Configuration-Only, Sharable Pipeline for Stable Zero-Shot CDM Grounding of NLP Targets (That You Can Run on a Pretty Good Laptop) #OHDSISocialShowcase Lead: Georgina Kennedy Team: J Houghtaling, R Miller, F Alam, L Holloway, T Churches, W Liauw 🔗 https://www.ohdsi.org/2025showcase-302

DARWIN EU® – Assessing Frailty and Polypharmacy in Oncology within OMOP Common Data Model: A Real-World Data Approach #OHDSISocialShowcase Lead: Julieta Politi Full team listed on poster 🔗 https://www.ohdsi.org/2025showcase-408#OHDSISocialShowcase #JoinTheJourney

DARWIN EU® – Assessing Frailty and Polypharmacy in Oncology within OMOP Common Data Model: A Real-World Data Approach #OHDSISocialShowcase Lead: Julieta Politi Full team listed on poster 🔗 https://www.ohdsi.org/2025showcase-408#OHDSISocialShowcase #JoinTheJourney

Automated OMOP Concept Mapping Using Multi-Agent Large Language Models and Graph-Enhanced Semantic Retrieval #OHDSISocialShowcase Lead: Adil Ahmed Team: Selvin Soby, Boudewijn Aasman, Parsa Mirhaji 🔗 https://www.ohdsi.org/2025showcase-508#OHDSISocialShowcase #JoinTheJourney

Automated OMOP Concept Mapping Using Multi-Agent Large Language Models and Graph-Enhanced Semantic Retrieval #OHDSISocialShowcase Lead: Adil Ahmed Team: Selvin Soby, Boudewijn Aasman, Parsa Mirhaji 🔗 https://www.ohdsi.org/2025showcase-508#OHDSISocialShowcase #JoinTheJourney

Validating a Scalable Approach to Data Fitness-for-Purpose: Database Diagnostics Applied to LEGEND-T2DM #OHDSISocialShowcase Lead/Presenter: Clair Blacketer Team listed on poster ⬇️ Poster: https://www.ohdsi.org/2025showcase-605 Talk: https://youtu.be/wIJcXP99su0#OHDSISocialShowcase #JoinTheJourney

Validating a Scalable Approach to Data Fitness-for-Purpose: Database Diagnostics Applied to LEGEND-T2DM #OHDSISocialShowcase Lead/Presenter: Clair Blacketer Team listed on poster ⬇️ Poster: https://www.ohdsi.org/2025showcase-605 Talk: https://youtu.be/wIJcXP99su0#OHDSISocialShowcase #JoinTheJourney