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Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The BART R Package

Journal of statistical software, 2021, Vol.97 (1)

2021

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Nonparametric survival analysis using Bayesian Additive Regression Trees (BART)

Statistics in medicine, 2016-07, Vol.35 (16), p.2741-2753

2016

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Nonparametric failure time: Time‐to‐event machine learning with heteroskedastic Bayesian additive regression trees and low information omnibus Dirichlet process mixtures

Biometrics, 2023-12, Vol.79 (4), p.3023-3037

2023

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Contribution of KV1.5 Channel to Hydrogen Peroxide–Induced Human Arteriolar Dilation and Its Modulation by Coronary Artery Disease

Circulation research, 2017-02, Vol.120 (4), p.658-669

2017

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Thirty-day readmissions after elective spine surgery for degenerative conditions among US Medicare beneficiaries

The spine journal, 2012-10, Vol.12 (10), p.902-911

2012

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Decision making and uncertainty quantification for individualized treatments using Bayesian Additive Regression Trees

Statistical methods in medical research, 2019-04, Vol.28 (4), p.1079-1093

2019

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Novel Pediatric Height Outlier Detection Methodology for Electronic Health Records via Machine Learning With Monotonic Bayesian Additive Regression Trees

Journal of pediatric gastroenterology and nutrition, 2022-08, Vol.75 (2), p.210-214

2022

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Anatomical determinants of upper airway collapsibility in obstructive sleep apnea: A systematic review and meta-analysis

Sleep medicine reviews, 2023-04, Vol.68, p.101741-101741, Article 101741

2023

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Nonparametric competing risks analysis using Bayesian Additive Regression Trees

Statistical methods in medical research, 2020-01, Vol.29 (1), p.57-77

2020

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Influence of mid-life cognitive activity on cognitive function among men aged 68 years or older

Aging clinical and experimental research, 2021-10, Vol.33 (10), p.2689-2694

2021

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Timing and co-occurrence of symptoms prior to a diagnosis of light chain (AL) amyloidosis

Blood cancer journal (New York), 2024-05, Vol.14 (1), p.61-61, Article 61

2024

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Prevalence, Predictors, and Outcomes of Type 2 NSTEMI in Hospitalized Patients With COVID-19

Journal of the American Heart Association, 2024-05, Vol.13 (10), p.e032572-e032572

2024

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Nonparametric machine learning for precision medicine with longitudinal clinical trials and Bayesian additive regression trees with mixed models

Statistics in medicine, 2021-05, Vol.40 (11), p.2665-2691

2021

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Predictive Factors and Outcomes in Endoscopic Sinus Surgery for Chronic Rhinosinusitis

The Laryngoscope, 2005-12, Vol.115 (12), p.2199-2205

2005

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Detection of Left Ventricular Hypertrophy Using Bayesian Additive Regression Trees: The MESA

Journal of the American Heart Association, 2019-03, Vol.8 (5), p.e009959-e009959

2019

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Non-parametric recurrent events analysis with BART and an application to the hospital admissions of patients with diabetes

Biostatistics (Oxford, England), 2020-01, Vol.21 (1), p.69-85

2020

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The interplay between hospital and surgeon factors and the use of sentinel lymph node biopsy for breast cancer

Medicine (Baltimore), 2016-08, Vol.95 (31), p.e4392-e4392

2016

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Mandibular advancement reduces pharyngeal collapsibility by enlarging the airway rather than affecting velopharyngeal compliance

Physiological reports, 2023-02, Vol.11 (3), p.e15558-n/a

2023

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Surgeon specialization and use of sentinel lymph node biopsy for breast cancer

JAMA surgery, 2014-02, Vol.149 (2), p.185

2014

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Lisinopril Mitigates Radiation-Induced Mitochondrial Defects in Rat Heart and Blood Cells

Frontiers in oncology, 2022-03, Vol.12, p.828177-828177

2022

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Optimal Donor Selection for Hematopoietic Cell Transplantation Using Bayesian Machine Learning

JCO clinical cancer informatics, 2021-05 (5), p.494-507

2021

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An Algorithm for the Use of Medicare Claims Data to Identify Women with Incident Breast Cancer

Health services research, 2004-12, Vol.39 (6p1), p.1733-1750

2004

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Establishing an interdisciplinary research team for cardio-oncology artificial intelligence informatics precision and health equity

American heart journal plus, 2022-01, Vol.13, p.100094, Article 100094

2022

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Team principles for successful interdisciplinary research teams

American heart journal plus, 2023-08, Vol.32, p.100306-100306, Article 100306

2023

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Patient similarity and other artificial intelligence machine learning algorithms in clinical decision aid for shared decision-making in the Prevention of Cardiovascular Toxicity (PACT): a feasibility trial design

Cardio-oncology (London, England), 2023-01, Vol.9 (1), p.7-10, Article 7

2023

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Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The BART R Package

Nonparametric survival analysis using Bayesian Additive Regression Trees (BART)

Nonparametric failure time: Time‐to‐event machine learning with heteroskedastic Bayesian additive regression trees and low information omnibus Dirichlet process mixtures

Contribution of KV1.5 Channel to Hydrogen Peroxide–Induced Human Arteriolar Dilation and Its Modulation by Coronary Artery Disease

Thirty-day readmissions after elective spine surgery for degenerative conditions among US Medicare beneficiaries

Decision making and uncertainty quantification for individualized treatments using Bayesian Additive Regression Trees

Novel Pediatric Height Outlier Detection Methodology for Electronic Health Records via Machine Learning With Monotonic Bayesian Additive Regression Trees

Anatomical determinants of upper airway collapsibility in obstructive sleep apnea: A systematic review and meta-analysis

Nonparametric competing risks analysis using Bayesian Additive Regression Trees

Influence of mid-life cognitive activity on cognitive function among men aged 68 years or older

Timing and co-occurrence of symptoms prior to a diagnosis of light chain (AL) amyloidosis

Prevalence, Predictors, and Outcomes of Type 2 NSTEMI in Hospitalized Patients With COVID-19

Nonparametric machine learning for precision medicine with longitudinal clinical trials and Bayesian additive regression trees with mixed models

Predictive Factors and Outcomes in Endoscopic Sinus Surgery for Chronic Rhinosinusitis

Detection of Left Ventricular Hypertrophy Using Bayesian Additive Regression Trees: The MESA

Non-parametric recurrent events analysis with BART and an application to the hospital admissions of patients with diabetes

The interplay between hospital and surgeon factors and the use of sentinel lymph node biopsy for breast cancer

Mandibular advancement reduces pharyngeal collapsibility by enlarging the airway rather than affecting velopharyngeal compliance

Surgeon specialization and use of sentinel lymph node biopsy for breast cancer

Lisinopril Mitigates Radiation-Induced Mitochondrial Defects in Rat Heart and Blood Cells

Optimal Donor Selection for Hematopoietic Cell Transplantation Using Bayesian Machine Learning

An Algorithm for the Use of Medicare Claims Data to Identify Women with Incident Breast Cancer

Establishing an interdisciplinary research team for cardio-oncology artificial intelligence informatics precision and health equity

Team principles for successful interdisciplinary research teams

Patient similarity and other artificial intelligence machine learning algorithms in clinical decision aid for shared decision-making in the Prevention of Cardiovascular Toxicity (PACT): a feasibility trial design

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