Prati
Rachael V. Phillips
Naslov
Citirano
Citirano
Godina
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
1822022
Practical considerations for specifying a super learner
RV Phillips, MJ van der Laan, H Lee, S Gruber
arXiv preprint arXiv:2204.06139, 2022
802022
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
472021
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
382022
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
282019
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
252022
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
232023
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
212021
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
202024
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 86, 34-48. e28, 2023
192023
Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare. npj Digit Med 2022; 5: 66
J Feng, RV Phillips, I Malenica, A Bishara, AE Hubbard, LA Celi, ...
URL https://doi. org/10.1038/s41746-022-00611-y[Europe PMC Full Text][Europe …, 0
18
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
152022
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
142020
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
132020
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
122022
sl3: Modern Pipelines for Machine Learning and Super Learning. 2021
JR Coyle, NS Hejazi, I Malenica, O Sofrygin, R Phillips
URL https://doi. org/10.5281/zenodo 1342293, 2020
92020
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
82020
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
8
Evaluating and improving real-world evidence with Targeted Learning
S Gruber, RV Phillips, H Lee, J Concato, M van der Laan
BMC Medical Research Methodology 23 (1), 178, 2023
62023
Targeted Learning in R: Causal Data Science with the tlverse Software Ecosystem. 2023
M van der Laan, J Coyle, N Hejazi, I Malenica, R Phillips, A Hubbard
URL https://tlverse. org/tlverse-handbook, 0
6
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