Alan E. Hubbard

13 papers A* 1Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Implicit bias in ICU electronic health record data: measurement frequencies and missing data rates of clinical variables.
BMC Medical Informatics Decis. Mak.
Junming Shi, Alan E. Hubbard, Nicholas Fong, Romain Pirracchio
2023 J jnl
CVtreeMLE: Efficient Estimation of Mixed Exposures using Data Adaptive Decision Trees and Cross-Validated Targeted Maximum Likelihood Estimation in R.
J. Open Source Softw.
David McCoy, Alan E. Hubbard, Mark J. van der Laan
2023 J jnl
SuperNOVA: Semi-Parametric Identification and Estimation of Interaction and Effect Modification in Mixed Exposures using Stochastic Interventions in R.
J. Open Source Softw.
David McCoy, Alejandro Schuler, Alan E. Hubbard, Mark J. van der Laan
2022 J jnl
Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare.
npj Digit. Medicine
Jean Feng, Rachael V. Phillips, Ivana Malenica, Andrew Bishara, Alan E. Hubbard, Leo A. Celi, Romain Pirracchio
2022 J jnl
Predicting the binding of small molecules to nuclear receptors using machine learning.
Briefings Bioinform.
Ettayapuram Ramaprasad Azhagiya Singam, Martyn T. Smith, David McCoy, Alan E. Hubbard, Michele A. La Merrill, Kathleen A. Durkin
2021 J jnl
Personalized Online Machine Learning.
CoRR
Ivana Malenica, Rachael V. Phillips, Romain Pirracchio, Antoine Chambaz, Alan E. Hubbard, Mark J. van der Laan
2019 J jnl
Application of machine learning methodology to assess the performance of DIABETIMSS program for patients with type 2 diabetes in family medicine clinics in Mexico.
BMC Medical Informatics Decis. Mak.
Yue You, Svetlana V. Doubova, Diana Pinto-Masis, Ricardo Pérez-Cuevas, Víctor Hugo Borja-Aburto, Alan E. Hubbard
2018 J jnl
adaptest: Data-Adaptive Statistics for High-Dimensional Testing in R.
J. Open Source Softw.
Weixin Cai, Alan E. Hubbard, Nima S. Hejazi
2017 J jnl
biotmle: Targeted Learning for Biomarker Discovery.
J. Open Source Softw.
Nima S. Hejazi, Weixin Cai, Alan E. Hubbard
2016 J jnl
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.
Int. J. Medical Informatics
Lauren Eyler, Alan E. Hubbard, Catherine Juillard
2016 — ch.
Mining with Inference: Data-Adaptive Target Parameters.
Handbook of Big Data
Alan E. Hubbard, Mark J. van der Laan
2015 J jnl
Logic regression-derived algorithms for syndromic management of vaginal infections.
BMC Medical Informatics Decis. Mak.
Sujit D. Rathod, Tan Li, Jeffrey D. Klausner, Alan E. Hubbard, Arthur L. Reingold, Purnima Madhivanan
2015 A* conf
Measuring Causal Impact of Online Actions via Natural Experiments: Application to Display Advertising.
KDD
Daniel N. Hill, Robert Moakler, Alan E. Hubbard, Vadim Tsemekhman, Foster J. Provost, Kiril Tsemekhman