Janick G. Weberpals

Penzberg, BY, Germany

Last Updated: 09/26/2026

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Found 42 publications

Emulating Comparative Oncology Trials With Real-World Evidence Studies (ENCORE): Process Development and Methodological Considerations for Oncology Real-World Data.

Emulating Comparative Oncology Trials With Real-World Evidence Studies (ENCORE): Process Development and Methodological Considerations for Oncology Real-World Data.

Journal: Clinical pharmacology and therapeutics

Published: October 22, 2025

Quantitative bias analyses to address measurement error in time-to-event endpoints.

Quantitative bias analyses to address measurement error in time-to-event endpoints.

Journal: American journal of epidemiology

Published: October 10, 2025

Strengthening inferential studies in the FDA Sentinel initiative: results from a methodological demonstration project.

Strengthening inferential studies in the FDA Sentinel initiative: results from a methodological demonstration project.

Journal: NPJ digital medicine

Published: May 02, 2025

Using real-world data to predict findings of an ongoing phase IV trial: glycemic control of semaglutide versus standard of care.

Using real-world data to predict findings of an ongoing phase IV trial: glycemic control of semaglutide versus standard of care.

Journal: BMJ open diabetes research & care

Published: April 22, 2025

Regression calibration for time-to-event outcomes: mitigating bias due to measurement error in real-world endpoints.

Regression calibration for time-to-event outcomes: mitigating bias due to measurement error in real-world endpoints.

Journal: Epidemiologic methods

Published: February 25, 2025

Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies.

Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies.

Journal: medRxiv : the preprint server for health sciences

Published: February 20, 2025

Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies.

Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies.

Journal: Journal of biomedical informatics

Published: January 23, 2025

Comparative ranking of marginal confounding impact of natural language processing-derived versus structured features in pharmacoepidemiology.

Comparative ranking of marginal confounding impact of natural language processing-derived versus structured features in pharmacoepidemiology.

Journal: Computers in biology and medicine

Published: August 19, 2024

High-dimensional multiple imputation for partially observed confounders including natural language processing-derived auxiliary covariates.

High-dimensional multiple imputation for partially observed confounders including natural language processing-derived auxiliary covariates.

Journal: American journal of epidemiology

Published: June 23, 2024

External Controls to Study Treatment Effects in Rare Diseases: Challenges and Future Directions.

External Controls to Study Treatment Effects in Rare Diseases: Challenges and Future Directions.

Journal: Clinical pharmacology and therapeutics

Published: June 05, 2024

Measurement error and bias in real-world oncology endpoints when constructing external control arms.

Measurement error and bias in real-world oncology endpoints when constructing external control arms.

Journal: Frontiers in drug safety and regulation

Published: April 25, 2024

Analyzing missingness patterns in real-world data using the SMDI toolkit: application to a linked EHR-claims pharmacoepidemiology study.

Analyzing missingness patterns in real-world data using the SMDI toolkit: application to a linked EHR-claims pharmacoepidemiology study.

Journal: BMC medical research methodology

Published: March 07, 2024

Showing 1-12 of 42

Last Updated: 09/26/2026