Marc A. Suchard
Orcid: 0000-0001-9818-479X
According to our database1,
Marc A. Suchard
authored at least 49 papers
between 2005 and 2024.
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Bibliography
2024
Bioinform., February, 2024
J. Comput. Graph. Stat., 2024
J. Am. Medical Informatics Assoc., 2024
2023
A topology-marginal composite likelihood via a generalized phylogenetic pruning algorithm.
Algorithms Mol. Biol., December, 2023
Padé approximant meets federated learning: A nearly lossless, one-shot algorithm for evidence synthesis in distributed research networks with rare outcomes.
J. Biomed. Informatics, September, 2023
Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study.
J. Am. Medical Informatics Assoc., April, 2023
PLoS Comput. Biol., 2023
An explainable machine learning-based phenomapping strategy for adaptive predictive enrichment in randomized clinical trials.
npj Digit. Medicine, 2023
Health-Analytics Data to Evidence Suite (HADES): Open-Source Software for Observational Research.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
2022
Bioinform., 2022
Reproducibility in comparative effectiveness and safety of ACE inhibitors and thiazides for modified monotherapy treatment criteria.
Proceedings of the AMIA 2022, 2022
2021
Scalable Bayesian inference for self-excitatory stochastic processes applied to big American gunfire data.
Stat. Comput., 2021
Pandemic velocity: Forecasting COVID-19 in the US with a machine learning & Bayesian time series compartmental model.
PLoS Comput. Biol., 2021
J. Comput. Graph. Stat., 2021
Erratum to: Large-Scale Evidence Generation and Evaluation across a Network of Databases (LEGEND): Assessing Validity Using Hypertension as a Case Study.
J. Am. Medical Informatics Assoc., 2021
A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data.
Comput. Methods Programs Biomed., 2021
2020
A Fast and Scalable Implementation Method for Competing Risks Data with the R Package fastcmprsk.
R J., 2020
Estimating effective population size changes from preferentially sampled genetic sequences.
PLoS Comput. Biol., 2020
Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND).
J. Am. Medical Informatics Assoc., 2020
Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study.
J. Am. Medical Informatics Assoc., 2020
Incorporating heterogeneous sampling probabilities in continuous phylogeographic inference - Application to H5N1 spread in the Mekong region.
Bioinform., 2020
Evaluation of Large-scale Propensity Score Modeling and Covariate Balance on Potential Unmeasured Confounding in Observational Research.
Proceedings of the AMIA 2020, 2020
2019
PLoS Comput. Biol., 2019
2018
Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data.
J. Am. Medical Informatics Assoc., 2018
2017
Bayesian phylogeography of influenza A/H3N2 for the 2014-15 season in the United States using three frameworks of ancestral state reconstruction.
PLoS Comput. Biol., 2017
Nat., 2017
Adaptive MCMC in Bayesian phylogenetics: an application to analyzing partitioned data in BEAST.
Bioinform., 2017
2016
Hierarchical models for multiple, rare outcomes using massive observational healthcare databases.
Stat. Anal. Data Min., 2016
Quantifying and Mitigating the Effect of Preferential Sampling on Phylodynamic Inference.
PLoS Comput. Biol., 2016
2015
Nat., 2015
Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
2014
The Genealogical Population Dynamics of HIV-1 in a Large Transmission Chain: Bridging within and among Host Evolutionary Rates.
PLoS Comput. Biol., 2014
PLoS Comput. Biol., 2014
πBUSS: a parallel BEAST/BEAGLE utility for sequence simulation under complex evolutionary scenarios.
BMC Bioinform., 2014
2013
Massive Parallelization of Serial Inference Algorithms for a Complex Generalized Linear Model.
ACM Trans. Model. Comput. Simul., 2013
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
2012
A novel empirical mutual information approach to identify co-evolving amino acid positions of influenza A viruses.
Comput. Biol. Chem., 2012
A counting renaissance: combining stochastic mapping and empirical Bayes to quickly detect amino acid sites under positive selection.
Bioinform., 2012
2011
Bioinform., 2011
2009
Two-way Bayesian hierarchical phylogenetic models: An application to the co-evolution of gp120 and gp41 during and after enfuvirtide treatment.
Comput. Stat. Data Anal., 2009
Improving phylogenetic analyses by incorporating additional information from genetic sequence databases.
Bioinform., 2009
2007
Bioinform., 2007
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
Bioinform., 2006
2005
Bioinform., 2005