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Jenna Reps

19PUBLICATIONS

77CO-AUTHORS

Deep learningEpidemiological modellingCardiology (incl. cardiovascular diseases)Epidemiological methodsStochastic analysis and modelling

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Publications (19)

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|Oct 27, 2025

Transfer-learning on federated observational healthcare data for prediction models using Bayesian sparse logistic regression with informed priors.

Kelly Mohe Li, Jenna Marie Reps, Akihiko Nishimura

|Jan 27, 2025

Extensive benchmarking of a method that estimates external model performance from limited statistical characteristics.

Tal El-Hay, Jenna M Reps, Chen Yanover

|Jan 17, 2025

Finding a constrained number of predictor phenotypes for multiple outcome prediction.

Jenna M Reps, Jenna Wong, Egill A Fridgeirsson

|Jan 17, 2025

CohortDiagnostics: Phenotype evaluation across a network of observational data sources using population-level characterization.

Gowtham A Rao, Azza Shoaibi, Rupa Makadia

|Nov 03, 2024

Advancing Interpretable Regression Analysis for Binary Data: A Novel Distributed Algorithm Approach.

Jiayi Tong, Lu Li, Jenna Marie Reps

|May 20, 2024

Comparing penalization methods for linear models on large observational health data.

Egill A Fridgeirsson, Ross Williams, Peter Rijnbeek

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Frequent Collaborators

4 joint publications

Chungsoo Kim

3 joint publications

Rae Woong Park

3 joint publications

Marc A Suchard

2 joint publications

Ross Williams

2 joint publications

Peter R Rijnbeek

2 joint publications

Jiayi Tong

2 joint publications

Egill Fridgeirsson

2 joint publications

Andrew Williams

2 joint publications

Azza Shoaibi

2 joint publications

Gowtham Rao

Frequent Collaborators

4 joint publications

Chungsoo Kim

3 joint publications

Rae Woong Park

3 joint publications

Marc A Suchard

2 joint publications

Ross Williams

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