Alan E. Hubbard

According to our database, Alan E. Hubbard authored at least 13 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SuperNOVA: Semi-Parametric Identification and Estimation of Interaction and Effect Modification in Mixed Exposures using Stochastic Interventions in R.

David McCoy, Alejandro Schuler, Alan E. Hubbard, Mark J. van der Laan

J. Open Source Softw., November, 2023

CVtreeMLE: Efficient Estimation of Mixed Exposures using Data Adaptive Decision Trees and Cross-Validated Targeted Maximum Likelihood Estimation in R.

David McCoy, Alan E. Hubbard, Mark J. van der Laan

J. Open Source Softw., February, 2023

2022

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

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

npj Digit. Medicine, 2022

Predicting the binding of small molecules to nuclear receptors using machine learning.

Ettayapuram Ramaprasad Azhagiya Singam, Martyn T. Smith, David McCoy, Alan E. Hubbard, Michele A. La Merrill, Kathleen A. Durkin

Briefings Bioinform., 2022

2021

Personalized Online Machine Learning.

Ivana Malenica, Rachael V. Phillips, Romain Pirracchio, Antoine Chambaz, Alan E. Hubbard, Mark J. van der Laan

CoRR, 2021

2019

Application of machine learning methodology to assess the performance of DIABETIMSS program for patients with type 2 diabetes in family medicine clinics in Mexico.

Yue You, Svetlana V. Doubova, Diana Pinto-Masis, Ricardo Pérez-Cuevas, Víctor Hugo Borja-Aburto, Alan E. Hubbard

BMC Medical Informatics Decis. Mak., 2019

2018

adaptest: Data-Adaptive Statistics for High-Dimensional Testing in R.

Weixin Cai, Alan E. Hubbard, Nima S. Hejazi

J. Open Source Softw., 2018

<i>methyvim</i>: Targeted, robust, and model-free differential methylation analysis in R.

Nima S. Hejazi, Rachael V. Phillips, Alan E. Hubbard, Mark J. van der Laan

F1000Research, 2018

2017

biotmle: Targeted Learning for Biomarker Discovery.

Nima S. Hejazi, Weixin Cai, Alan E. Hubbard

J. Open Source Softw., 2017

2016

Assessment of economic status in trauma registries: A new algorithm for generating population-specific clustering-based models of economic status for time-constrained low-resource settings.

Lauren Eyler, Alan E. Hubbard, Catherine Juillard

Int. J. Medical Informatics, 2016

Mining with Inference: Data-Adaptive Target Parameters.

Alan E. Hubbard, Mark J. van der Laan

Proceedings of the Handbook of Big Data., 2016

2015

Logic regression-derived algorithms for syndromic management of vaginal infections.

Sujit D. Rathod, Tan Li, Jeffrey D. Klausner, Alan E. Hubbard, Arthur L. Reingold, Purnima Madhivanan

BMC Medical Informatics Decis. Mak., 2015

Measuring Causal Impact of Online Actions via Natural Experiments: Application to Display Advertising.

Daniel N. Hill, Robert Moakler, Alan E. Hubbard, Vadim Tsemekhman, Foster J. Provost, Kiril Tsemekhman

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015