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Rachael V. Phillips
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Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare
J Feng, RV Phillips, I Malenica, A Bishara, AE Hubbard, LA Celi, ...
npj Digital Medicine 5 (1), 66, 2022
902022
sl3: modern pipelines for machine learning and super learning
JR Coyle, NS Hejazi, I Malenica, RV Phillips, O Sofrygin
R package version 1 (2), 2021
402021
Practical considerations for specifying a super learner
RV Phillips, MJ van der Laan, H Lee, S Gruber
arXiv preprint arXiv:2204.06139, 2022
322022
Human exposure to trichloroethylene is associated with increased variability of blood DNA methylation that is enriched in genes and pathways related to autoimmune disease and …
RV Phillips, L Rieswijk, AE Hubbard, R Vermeulen, J Zhang, W Hu, L Li, ...
Epigenetics 14 (11), 1112-1124, 2019
232019
Epigenetic aging biomarkers and occupational exposure to benzene, trichloroethylene and formaldehyde
L Van der Laan, A Cardenas, R Vermeulen, RP Fadadu, AE Hubbard, ...
Environment International 158, 106871, 2022
222022
Differences in clinical deterioration among three sub-phenotypes of COVID-19 patients at the time of first positive test: results from a clustering analysis
Intensive care medicine 47 (1), 113-115, 2021
172021
Targeted learning: toward a future informed by real-world evidence
S Gruber, RV Phillips, H Lee, M Ho, J Concato, MJ van der Laan
Statistics in Biopharmaceutical Research 16 (1), 11-25, 2024
152024
Developing a targeted learning-based statistical analysis plan
S Gruber, H Lee, R Phillips, M Ho, M van der Laan
Statistics in Biopharmaceutical Research 15 (3), 468-475, 2023
132023
Data-Adaptive Selection of the Propensity Score Truncation Level for Inverse-Probability–Weighted and Targeted Maximum Likelihood Estimators of Marginal Point Treatment Effects
S Gruber, RV Phillips, H Lee, MJ van der Laan
American Journal of Epidemiology 191 (9), 1640-1651, 2022
112022
Chronic arsenic exposure impairs adaptive thermogenesis in male C57BL/6J mice
F Castriota, PJH Zushin, SS Sanchez, RV Phillips, A Hubbard, A Stahl, ...
American Journal of Physiology-Endocrinology and Metabolism 318 (5), E667-E677, 2020
112020
sl3: Modern Pipelines for Machine Learning and Super Learning. 2020
J Coyle, N Hejazi, I Malenica, O Sofrygin, R Phillips
URL https://doi. org/10.5281/zenodo 1342293, 2020
82020
Evaluating the robustness of targeted maximum likelihood estimators via realistic simulations in nutrition intervention trials
H Li, S Rosete, J Coyle, RV Phillips, NS Hejazi, I Malenica, BF Arnold, ...
Statistics in Medicine 41 (12), 2132-2165, 2022
72022
hal9001: The scalable highly adaptive lasso, 2022
JR Coyle, NS Hejazi, RV Phillips, LWP van der Laan, MJ van der Laan
URL https://doi. org/10.5281/zenodo 3558313, 0
7
Epigenome-wide association studies of occupational exposure to benzene and formaldehyde
RV Phillips, L Wei, A Cardenas, AE Hubbard, CM McHale, R Vermeulen, ...
Epigenetics 17 (13), 2259-2277, 2022
62022
Targeted Learning in R: Causal Data Science With the tlverse Software Ecosystem
M van der Laan, J Coyle, N Hejazi, I Malenica, RV Phillips, AE Hubbard
62020
Application of targeted maximum likelihood estimation in public health and epidemiological studies: a systematic review
MJ Smith, RV Phillips, MA Luque-Fernandez, C Maringe
Annals of Epidemiology, 2023
52023
Targeting Learning: Robust Statistics for Reproducible Research
JR Coyle, NS Hejazi, I Malenica, RV Phillips, BF Arnold, A Mertens, ...
arXiv preprint arXiv:2006.07333, 2020
52020
sl3: Pipelines for Machine Learning and Super Learning, 2022
J Coyle, N Hejazi, I Malenica, RV Phillips, O Sofrygin
URL https://github. com/tlverse/sl3. R package version 1 (2), 0
5
Targeted Learning
JR Coyle, NS Hejazi, I Malenica, RV Phillips, BF Arnold, A Mertens, ...
Wiley StatsRef: Statistics Reference Online, 1-20, 2023
4*2023
Personalized online ensemble machine learning with applications for dynamic data streams
I Malenica, RV Phillips, A Chambaz, AE Hubbard, R Pirracchio, ...
Statistics in Medicine 42 (7), 1013-1044, 2023
32023
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Articles 1–20