693 citations
- University of TorontoCA24 papers
- University Health NetworkCA16 papers
- Vector InstituteCA8 papers
- Health NetUS4 papers
- University of WaterlooCA4 papers
- Broad InstituteUS3 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- European Molecular Biology LaboratoryDE3 papers
- KU LeuvenBE3 papers
- Leiden University Medical CenterNL3 papers
- McGill UniversityCA3 papers
- Mila - Quebec Artificial Intelligence InstituteCA3 papers
5 papers · 1 filter
Causal mediation analysis decomposition of between-hospital variance
Bo Chen, Keith A. Lawson, Antonio Finelli +1
Causal variance decompositions for a given disease-specific quality indicator can be used to quantify differences in performance between hospitals or health care providers. While v…
Hierarchical causal variance decomposition for institution and provider comparisons in healthcare
Bo Chen, Olli Saarela
Disease-specific quality indicators (QIs) are used to compare institutions and health care providers in terms processes or outcomes relevant to treatment of a particular condition.…
Instrumental variable estimation of early treatment effect in randomized screening trials
Sudipta Saha, Zhihui Liu, Olli Saarela
The primary analysis of randomized screening trials for cancer typically adheres to the intention-to-screen principle, measuring cancer-specific mortality reductions between screen…
DCMD: Distance-based Classification Using Mixture Distributions on Microbiome Data
Konstantin Shestopaloff, Mei Dong, Fan Gao +1
Current advances in next generation sequencing techniques have allowed researchers to conduct comprehensive research on microbiome and human diseases, with recent studies identifyi…
Causal variance decompositions for institutional comparisons in healthcare
Bo Chen, Keith A. Lawson, Antonio Finelli +1
There is increasing interest in comparing institutions delivering healthcare in terms of disease-specific quality indicators (QIs) that capture processes or outcomes showing variat…