Research graph
References from TIDE: A methodological framework for extracting and validating clinical trajectories from non-temporal administrative data. Local targets link to admitted publications; unresolved targets remain external evidence.
Using big data to emulate a target trial when a randomized trial is not available
10.1093/aje/kwv254 · 2016 · External reference
Caveats for the use of operational electronic health record data in comparative effectiveness research
10.1097/mlr.0b013e31829b1dbd · 2013 · External reference
Detection of temporal clinical events in non-temporal, non-annotated data
2025 · External reference
CDSS-RM: a clinical decision support system reference model
10.1186/s12874-018-0587-6 · 2018 · External reference
Fast algorithms for mining association rules in large databases
1994 · External reference
PrefixSpan: Mining sequential patterns efficiently by prefix-projected pattern growth
2001 · External reference
Mining electronic health records for real-world evidence
2023 · External reference
Sequence modeling of passive sensing data for treatment response prediction in major depressive disorder
2023 · External reference
Unresolved reference
2026 · External reference
Regression shrinkage and selection via the lasso
10.1111/j.2517-6161.1996.tb02080.x · 1996 · External reference
Performance of pharmacovigilance signal-detection algorithms for the FDA adverse event reporting system
10.1038/clpt.2013.24 · 2013 · External reference
Process mining for healthcare: Characteristics and challenges
10.1016/j.jbi.2022.103994 · 2022 · External reference
Temporal rule mining for enhanced risk pattern extraction: A case study with acute kidney injury
2025 · External reference
Causal discovery in observational medical research: Scoping review
10.2196/82499 · 2026 · External reference
Reliable decision support using counterfactual models
2017 · External reference
Estimating average causal effects from patient trajectories
2023 · External reference
Transformer-based sequence mining for irregular clinical trajectories
2024 · External reference
GRAM: Graph-based attention model for healthcare representation learning
2017 · External reference
Unresolved reference
2026 · External reference
Unresolved reference
2026 · External reference
Patient similarity in prediction models based on health data: A scoping review
10.2196/medinform.6730 · 2017 · External reference
Limitations of the application of fourfold table analysis to hospital data
10.2307/3002000 · 1946 · External reference
10.1017/cbo9780511803161
10.1017/cbo9780511803161 · 2009 · External reference
Unresolved reference
2019 · External reference
A survey of sequential pattern mining
2017 · External reference
Unresolved reference
2005 · External reference
Controlling the false discovery rate: a practical and powerful approach to multiple testing
10.1111/j.2517-6161.1995.tb02031.x · 1995 · External reference
The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets
10.1371/journal.pone.0118432 · 2015 · External reference
Doctor AI: Predicting clinical events via recurrent neural networks
2016 · External reference
Process mining for healthcare: Characteristics and challenges
10.1016/j.jbi.2022.103994 · ExternalCitation · doi-reference
10.1017/cbo9780511803161
10.1017/cbo9780511803161 · ExternalCitation · doi-reference
Performance of pharmacovigilance signal-detection algorithms for the FDA adverse event reporting system
10.1038/clpt.2013.24 · ExternalCitation · doi-reference
Using big data to emulate a target trial when a randomized trial is not available
10.1093/aje/kwv254 · ExternalCitation · doi-reference
Caveats for the use of operational electronic health record data in comparative effectiveness research
10.1097/mlr.0b013e31829b1dbd · ExternalCitation · doi-reference
Controlling the false discovery rate: a practical and powerful approach to multiple testing
10.1111/j.2517-6161.1995.tb02031.x · ExternalCitation · doi-reference
Regression shrinkage and selection via the lasso
10.1111/j.2517-6161.1996.tb02080.x · ExternalCitation · doi-reference
CDSS-RM: a clinical decision support system reference model
10.1186/s12874-018-0587-6 · ExternalCitation · doi-reference
The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets
10.1371/journal.pone.0118432 · ExternalCitation · doi-reference
Causal discovery in observational medical research: Scoping review
10.2196/82499 · ExternalCitation · doi-reference
Patient similarity in prediction models based on health data: A scoping review
10.2196/medinform.6730 · ExternalCitation · doi-reference
Limitations of the application of fourfold table analysis to hospital data
10.2307/3002000 · ExternalCitation · doi-reference
