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Diagnostic Accuracy of an Integrated AI Tool to Estimate Gestational Age From Blind Ultrasound Sweeps.
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- JAMA: Journal of the American Medical Association, 2024, v. 332, n. 8, p. 649, doi. 10.1001/jama.2024.10770
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- Article
24-h energy expenditure in people with type 1 diabetes: impact on equations for clinical estimation of energy expenditure.
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- European Journal of Clinical Nutrition, 2024, v. 78, n. 8, p. 718, doi. 10.1038/s41430-024-01446-4
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- Article
Neural interval‐censored survival regression with feature selection.
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- Statistical Analysis & Data Mining, 2024, v. 17, n. 4, p. 1, doi. 10.1002/sam.11704
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- Article
Multilevel Intervention Stepped Wedge Designs (MLI-SWDs).
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- Prevention Science, 2024, v. 25, p. 371, doi. 10.1007/s11121-024-01657-y
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- Article
Iterative Causal Forest: A Novel Algorithm for Subgroup Identification.
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- American Journal of Epidemiology, 2024, v. 193, n. 5, p. 764, doi. 10.1093/aje/kwad219
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- Article
Individualized treatment rule characterization via a value function surrogate.
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- Biometrics, 2024, v. 80, n. 1, p. 1, doi. 10.1093/biomtc/ujad012
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- Article
Deep doubly robust outcome weighted learning.
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- Machine Learning, 2024, v. 113, n. 2, p. 815, doi. 10.1007/s10994-023-06484-w
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- Article
Stabilized direct learning for efficient estimation of individualized treatment rules.
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- Biometrics, 2023, v. 79, n. 4, p. 2843, doi. 10.1111/biom.13818
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- Article
Epigenome-wide methylation and progression to high-grade cervical intraepithelial neoplasia (CIN2+): a prospective cohort study in the United States.
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- BMC Cancer, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s12885-023-11518-6
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- Article
Statistics, philosophy, and health: the SMAC 2021 webconference.
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- International Journal of Biostatistics, 2023, v. 19, n. 2, p. 261, doi. 10.1515/ijb-2022-0017
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- Article
Precision Medicine-Based Machine Learning Analyses to Explore Optimal Exercise Therapies for Individuals With Knee Osteoarthritis: Random Forest-Informed Tree-Based Learning.
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- Journal of Rheumatology, 2023, v. 50, n. 10, p. 1341, doi. 10.3899/jrheum.2022-1039
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- Article
Efficient and robust approaches for analysis of sequential multiple assignment randomized trials: Illustration using the ADAPT‐R trial.
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- Biometrics, 2023, v. 79, n. 3, p. 2577, doi. 10.1111/biom.13808
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- Article
PRINCIPAL COMPONENTS ANALYSIS FOR RIGHT CENSORED DATA.
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- Statistica Sinica, 2023, v. 33, n. 3, p. 1985, doi. 10.5705/ss.202021.0087
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- Article
Multi-stage optimal dynamic treatment regimes for survival outcomes with dependent censoring.
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- Biometrika, 2023, v. 110, n. 2, p. 395, doi. 10.1093/biomet/asac047
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- Article
Estimating heterogeneous treatment effects with right-censored data via causal survival forests.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2023, v. 85, n. 2, p. 179, doi. 10.1093/jrsssb/qkac001
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- Article
Change plane model averaging for subgroup identification.
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- Statistical Methods in Medical Research, 2023, v. 32, n. 4, p. 773, doi. 10.1177/09622802231154327
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- Article
Weight management in young adults with type 1 diabetes: The advancing care for type 1 diabetes and obesity network sequential multiple assignment randomized trial pilot results.
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- Diabetes, Obesity & Metabolism, 2023, v. 25, n. 3, p. 688, doi. 10.1111/dom.14911
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- Article
Individualized interventions and precision health: Lessons learned from a systematic review and implications for analytics‐driven geriatric research.
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- Journal of the American Geriatrics Society, 2023, v. 71, n. 2, p. 383, doi. 10.1111/jgs.18141
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- Article
Model selection for survival individualized treatment rules using the jackknife estimator.
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- BMC Medical Research Methodology, 2022, v. 22, n. 1, p. 1, doi. 10.1186/s12874-022-01811-6
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- Article
Predicting Risk of Multidrug-Resistant Enterobacterales Infections Among People With HIV.
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- Open Forum Infectious Diseases, 2022, v. 9, n. 10, p. 1, doi. 10.1093/ofid/ofac487
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- Article
From classical mendelian randomization to causal networks for systematic integration of multi-omics.
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- Frontiers in Genetics, 2022, v. 13, p. 1, doi. 10.3389/fgene.2022.990486
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- Article
Efficiency of naive estimators for accelerated failure time models under length‐biased sampling.
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- Scandinavian Journal of Statistics, 2022, v. 49, n. 2, p. 525, doi. 10.1111/sjos.12526
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- Article
362 Group Model Building to characterize the experiences of older adults with type 1 diabetes (T1D) with continuous glucose monitoring (CGM) therapy and uncover suboptimal response patterns.
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- 2022
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- Abstract
Analysis of a Machine Learning–Based Risk Stratification Scheme for Chronic Limb-Threatening Ischemia.
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- JAMA Network Open, 2022, v. 5, n. 3, p. e223424, doi. 10.1001/jamanetworkopen.2022.3424
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- Article
The Impact of Racial and Ethnic Health Disparities in Diabetes Management on Clinical Outcomes: A Reinforcement Learning Analysis of Health Inequity Among Youth and Young Adults in the SEARCH for Diabetes in Youth Study.
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- 2022
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- journal article
Focusing on optimality for the translation of precision medicine.
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- Journal of Clinical & Translational Science, 2022, v. 6, n. 1, p. 1, doi. 10.1017/cts.2022.438
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- Article
Receiver operating characteristic curves and confidence bands for support vector machines.
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- Biometrics, 2021, v. 77, n. 4, p. 1422, doi. 10.1111/biom.13365
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- Article
Regularized Weighted Nonparametric Likelihood Approach for High-Dimension Sparse Subdistribution Hazards Model for Competing Risk Data.
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- Computational & Mathematical Methods in Medicine, 2021, p. 1, doi. 10.1155/2021/5169052
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- Article
Multithreshold change plane model: Estimation theory and applications in subgroup identification.
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- 2021
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- journal article
914-P: The Impact of Racial and Ethnic Health Disparities in Diabetes Management on Clinical Outcomes: A Reinforcement Learning Analysis of Health Inequity.
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- Diabetes, 2021, v. 70, p. N.PAG, doi. 10.2337/db21-914-P
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- Article
Precision Medicine Approach to Develop and Internally Validate Optimal Exercise and Weight-Loss Treatments for Overweight and Obese Adults With Knee Osteoarthritis: Data From a Single-Center Randomized Trial.
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- 2021
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- journal article
Estimation and Optimization of Composite Outcomes.
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- Journal of Machine Learning Research, 2021, v. 22, p. 1
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- Article
Dietary intake on days with and without hypoglycemia in youth with type 1 diabetes: The Flexible Lifestyle Empowering Change trial.
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- Pediatric Diabetes, 2020, v. 21, n. 8, p. 1475, doi. 10.1111/pedi.13132
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- Article
The future of precision health is data‐driven decision support.
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- Statistical Analysis & Data Mining, 2020, v. 13, n. 6, p. 537, doi. 10.1002/sam.11475
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- Article
Differential gene regulatory pattern in the human brain from schizophrenia using transcriptomic-causal network.
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- BMC Bioinformatics, 2020, v. 21, n. 1, p. N.PAG, doi. 10.1186/s12859-020-03753-6
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- Article
Estimating individualized treatment regimes from crossover designs.
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- Biometrics, 2020, v. 76, n. 3, p. 778, doi. 10.1111/biom.13186
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- Article
On the Use of Optimal Transportation Theory to Recode Variables and Application to Database Merging.
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- International Journal of Biostatistics, 2020, v. 16, n. 1, p. 1, doi. 10.1515/ijb-2018-0106
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- Article
Biclustering via sparse clustering.
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- Biometrics, 2020, v. 76, n. 1, p. 348, doi. 10.1111/biom.13136
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- Article
An extended proportional hazards model for interval-censored data subject to instantaneous failures.
- Published in:
- 2020
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- Publication type:
- journal article
Longitudinal Phenotypes of Type 1 Diabetes in Youth Based on Weight and Glycemia and Their Association With Complications.
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- Journal of Clinical Endocrinology & Metabolism, 2019, v. 104, n. 12, p. 6003, doi. 10.1210/jc.2019-00734
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- Article
Identification of clinically relevant dysglycemia phenotypes based on continuous glucose monitoring data from youth with type 1 diabetes and elevated hemoglobin A1c.
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- Pediatric Diabetes, 2019, v. 20, n. 5, p. 556, doi. 10.1111/pedi.12856
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- Article
Longitudinal Phenotypes of Type 1 Diabetes in Youth Based on Weight and Glycemia and Their Association With Complications.
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- 2019
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- journal article
Assessment of a Precision Medicine Analysis of a Behavioral Counseling Strategy to Improve Adherence to Diabetes Self-management Among Youth: A Post Hoc Analysis of the FLEX Trial.
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- JAMA Network Open, 2019, v. 2, n. 5, p. e195137, doi. 10.1001/jamanetworkopen.2019.5137
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- Article
Genome analysis and pleiotropy assessment using causal networks with loss of function mutation and metabolomics.
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- BMC Genomics, 2019, v. 20, n. 1, p. 1, doi. 10.1186/s12864-019-5772-4
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- Article
The change-plane Cox model.
- Published in:
- Biometrika, 2018, v. 105, n. 4, p. 891, doi. 10.1093/biomet/asy050
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- Article
Study design with staggered sampling times for evaluating sustained unresponsiveness to peanut sublingual immunotherapy.
- Published in:
- 2018
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- Publication type:
- journal article
Augmented outcome-weighted learning for estimating optimal dynamic treatment regimens.
- Published in:
- 2018
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- Publication type:
- journal article
Multistate recursively imputed survival trees for time-to-event data analysis: an application to AIDS and mortality post-HIV infection data.
- Published in:
- 2018
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- Publication type:
- journal article
Estimating individualized treatment rules for ordinal treatments.
- Published in:
- Biometrics, 2018, v. 74, n. 3, p. 924, doi. 10.1111/biom.12865
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- Article
LIBERTI: A SMART study in plastic surgery.
- Published in:
- Clinical Trials, 2018, v. 15, n. 3, p. 286, doi. 10.1177/1740774518762435
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- Article