An application of Random Forests to a genome-wide association dataset: Methodological considerations & new findings

by Goldstein, Benjamin A, Hubbard, Alan E, Cutler, Adele, Barcellos, Lisa F
Published 2010

Environmental justice implications of arsenic contamination in California’s San Joaquin Valley: a cross-sectional, cluster-design examining exposure and compliance in community dri...

by Balazs, Carolina L, Morello-Frosch, Rachel, Hubbard, Alan E, Ray, Isha
Published 2012

Gel versus capillary electrophoresis genotyping for categorizing treatment outcomes in two anti-malarial trials in Uganda

by Gupta, Vinay, Dorsey, Grant, Hubbard, Alan E, Rosenthal, Philip J, Greenhouse, Bryan
Published 2010

Simulation methods to estimate design power: an overview for applied research

by Arnold, Benjamin F, Hogan, Daniel R, Colford, John M, Hubbard, Alan E
Published 2011

Finding the signal in the noise: Could social media be utilized for early hospital notification of multiple casualty events?

by Callcut, Rachael A., Moore, Sara, Wakam, Glenn, Hubbard, Alan E., Cohen, Mitchell J.
Published 2017

Dynamic multi-outcome prediction after injury: Applying adaptive machine learning for precision medicine in trauma

by Christie, S. Ariane, Conroy, Amanda S., Callcut, Rachael A., Hubbard, Alan E., Cohen, Mitchell J.
Published 2019

Development of a Machine Learning Model of Postoperative Acute Kidney Injury Using Non-Invasive Time-Sensitive Intraoperative Predictors

by Zamirpour, Siavash, Hubbard, Alan E., Feng, Jean, Butte, Atul J., Pirracchio, Romain, Bishara, Andrew
Published 2023

Eccentric Exercise Activates Novel Transcriptional Regulation of Hypertrophic Signaling Pathways Not Affected by Hormone Changes

by MacNeil, Lauren G., Melov, Simon, Hubbard, Alan E., Baker, Steven K., Tarnopolsky, Mark A.
Published 2010

Using variable importance measures from causal inference to rank risk factors of schistosomiasis infection in a rural setting in China

by Sudat, Sylvia EK, Carlton, Elizabeth J, Seto, Edmund YW, Spear, Robert C, Hubbard, Alan E
Published 2010

Internal replication of computational workflows in scientific research

by Benjamin-Chung, Jade, Colford, Jr., John M., Mertens, Andrew, Hubbard, Alan E., Arnold, Benjamin F.
Published 2020

Acute myocardial infarction associated with abacavir and tenofovir based antiretroviral drug combinations in the United States

by Dorjee, Kunchok, Desai, Manisha, Choden, Tsering, Baxi, Sanjiv M., Hubbard, Alan E., Reingold, Arthur L.
Published 2021

Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare

by Feng, Jean, Phillips, Rachael V., Malenica, Ivana, Bishara, Andrew, Hubbard, Alan E., Celi, Leo A., Pirracchio, Romain
Published 2022

Early prediction of median survival among a large AIDS surveillance cohort

by Enanoria, Wayne TA, Hubbard, Alan E, van der Laan, Mark J, Chen, Mi, Ruiz, Juan, Colford, John M
Published 2007

Creating diagnostic scores using data-adaptive regression: An application to prediction of 30-day mortality among stroke victims in a rural hospital in India

by Birkner, Merrill D, Kalantri, SP, Solao, Vaishali, Badam, Priya, Joshi, Rajnish, Goel, Ashish, Pai, Madhukar, Hubbard, Alan E
Published 2007

Spillover effects in epidemiology: parameters, study designs and methodological considerations

by Benjamin-Chung, Jade, Arnold, Benjamin F, Berger, David, Luby, Stephen P, Miguel, Edward, Colford Jr, John M, Hubbard, Alan E
Published 2018

Genome-Wide Functional Profiling Reveals Genes Required for Tolerance to Benzene Metabolites in Yeast

by North, Matthew, Tandon, Vickram J., Thomas, Reuben, Loguinov, Alex, Gerlovina, Inna, Hubbard, Alan E., Zhang, Luoping, Smith, Martyn T., Vulpe, Chris D.
Published 2011

The impact of prenatal and early-life arsenic exposure on epigenetic age acceleration among adults in Northern Chile

by Bozack, Anne K, Boileau, Philippe, Hubbard, Alan E, Sillé, Fenna C M, Ferreccio, Catterina, Steinmaus, Craig M, Smith, Martyn T, Cardenas, Andres
Published 2022

Effect of Chemical Mutagens and Carcinogens on Gene Expression Profiles in Human TK6 Cells

by Godderis, Lode, Thomas, Reuben, Hubbard, Alan E., Tabish, Ali M., Hoet, Peter, Zhang, Luoping, Smith, Martyn T., Veulemans, Hendrik, McHale, Cliona M.
Published 2012

Correction: Effect of Chemical Mutagens and Carcinogens on Gene Expression Profiles in Human TK6 Cells

by Godderis, Lode, Thomas, Reuben, Hubbard, Alan E., Tabish, Ali M., Hoet, Peter, Zhang, Luoping, Smith, Martyn T., Veulemans, Hendrik, McHale, Cliona M.
Published 2012

Development and validation of prediction models for gestational diabetes treatment modality using supervised machine learning: a population-based cohort study

by Liao, Lauren D., Ferrara, Assiamira, Greenberg, Mara B., Ngo, Amanda L., Feng, Juanran, Zhang, Zhenhua, Bradshaw, Patrick T., Hubbard, Alan E., Zhu, Yeyi
Published 2022