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Nonparametric variable importance assessment using machine learning techniques

Biometrics, 2021-03, Vol.77 (1), p.9-22

2021

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A General Framework for Inference on Algorithm-Agnostic Variable Importance

Journal of the American Statistical Association, 2023-07, Vol.118 (543), p.1645-1658

2023

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Improving random forest predictions in small datasets from two-phase sampling designs

BMC medical informatics and decision making, 2021-11, Vol.21 (1), p.322-322, Article 322

2021

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The Value of Therapy

Air medical journal, 2023-01, Vol.42 (1), p.11-12

Williamson, Brian W.

2023

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Predicting neutralization susceptibility to combination HIV-1 monoclonal broadly neutralizing antibody regimens

PloS one, 2024-09, Vol.19 (9), p.e0310042

2024

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Flexible variable selection in the presence of missing data

The international journal of biostatistics, 2024-02

2024

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A multiview model for relative and absolute microbial abundances

Biometrics, 2022-09, Vol.78 (3), p.1181-1194

2022

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LC-ESI-MS/MS Analysis of Testosterone at Sub-Picogram Levels Using a Novel Derivatization Reagent

Analytical chemistry (Washington), 2012-11, Vol.84 (21), p.9310-9317

2012

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Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features

PLoS computational biology, 2019-04, Vol.15 (4), p.e1006952-e1006952

2019

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A general framework for developing computable clinical phenotype algorithms

Journal of the American Medical Informatics Association : JAMIA, 2024-08, Vol.31 (8), p.1785-1796

2024

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Super LeArner Prediction of NAb Panels (SLAPNAP): a containerized tool for predicting combination monoclonal broadly neutralizing antibody sensitivity

Bioinformatics (Oxford, England), 2021-11, Vol.37 (22), p.4187-4192

2021

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A review of Rawal, S. Play Practice (2023) Pursue 10-day Bagless School Approach to Pre-vocational: A Practical Handbook for Schools and Teachers. Himalaya Publishing House

Educational journal of living theories, 2024-01, Vol.17 (1), p.28-30

2024

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Rejoinder to “Nonparametric variable importance assessment using machine learning techniques”

Biometrics, 2021-03, Vol.77 (1), p.28-30

2021

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Adaptive non-inferiority margins under observable non-constancy

Statistical methods in medical research, 2019-11, Vol.28 (10-11), p.3318-3332

2019

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Considerations for Subgroup Analyses in Cluster-Randomized Trials Based on Aggregated Individual-Level Predictors

Prevention science, 2024-07, Vol.25 (Suppl 3), p.421-432

2024

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Protocol driven periprocedural anticoagulation for left atrial ablation

Journal of cardiovascular electrophysiology, 2021-03, Vol.32 (3), p.639-646

2021

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Correction: Considerations for Subgroup Analyses in Cluster-Randomized Trials Based on Aggregated Individual-Level Predictors

Prevention science, 2024-08, Vol.25 (6), p.1009-1009

2024

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Antibody Fc effector functions and IgG3 associate with decreased HIV-1 risk

The Journal of clinical investigation, 2019-11, Vol.129 (11), p.4838-4849

2019

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Diaphragmatic Pacing as an Initial Presentation of Delayed Ventricular Lead Perforation

Journal of Innovations in Cardiac Rhythm Management, 2022-05, Vol.13 (5), p.5004-5008

2022

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CMV viral load kinetics as surrogate endpoints after allogeneic transplantation

The Journal of clinical investigation, 2021-01, Vol.131 (1), p.1-15

2021

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Development and initial validation of the Life Skills Scale for Sport – Transfer Scale (LSSS-TS)

Psychology of sport and exercise, 2021-05, Vol.54, p.101906, Article 101906

2021

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Strategic Programming of Detection and Therapy Parameters in Implantable Cardioverter-Defibrillators Reduces Shocks in Primary Prevention Patients : Results From the PREPARE (Primary Prevention Parameters Evaluation) Study

Journal of the American College of Cardiology, 2008-08, Vol.52 (7), p.541-550

2008

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Analysis of Neutralizing Antibodies as a Correlate of Instantaneous Risk of Hospitalized Dengue in Placebo Recipients of Dengue Vaccine Efficacy Trials

The Journal of infectious diseases, 2022-01, Vol.225 (2), p.332-340

2022

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DRUG-NEM: Optimizing drug combinations using single-cell perturbation response to account for intratumoral heterogeneity

Proceedings of the National Academy of Sciences - PNAS, 2018-05, Vol.115 (18), p.E4294-E4303

2018

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Conduction system pacing in prosthetic heart valves

Journal of interventional cardiac electrophysiology, 2023-04, Vol.66 (3), p.561-566

2023

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Nonparametric variable importance assessment using machine learning techniques

A General Framework for Inference on Algorithm-Agnostic Variable Importance

Improving random forest predictions in small datasets from two-phase sampling designs

The Value of Therapy

Predicting neutralization susceptibility to combination HIV-1 monoclonal broadly neutralizing antibody regimens

Flexible variable selection in the presence of missing data

A multiview model for relative and absolute microbial abundances

LC-ESI-MS/MS Analysis of Testosterone at Sub-Picogram Levels Using a Novel Derivatization Reagent

Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features

A general framework for developing computable clinical phenotype algorithms

Super LeArner Prediction of NAb Panels (SLAPNAP): a containerized tool for predicting combination monoclonal broadly neutralizing antibody sensitivity

A review of Rawal, S. Play Practice (2023) Pursue 10-day Bagless School Approach to Pre-vocational: A Practical Handbook for Schools and Teachers. Himalaya Publishing House

Rejoinder to “Nonparametric variable importance assessment using machine learning techniques”

Adaptive non-inferiority margins under observable non-constancy

Considerations for Subgroup Analyses in Cluster-Randomized Trials Based on Aggregated Individual-Level Predictors

Protocol driven periprocedural anticoagulation for left atrial ablation

Correction: Considerations for Subgroup Analyses in Cluster-Randomized Trials Based on Aggregated Individual-Level Predictors

Antibody Fc effector functions and IgG3 associate with decreased HIV-1 risk

Diaphragmatic Pacing as an Initial Presentation of Delayed Ventricular Lead Perforation

CMV viral load kinetics as surrogate endpoints after allogeneic transplantation

Development and initial validation of the Life Skills Scale for Sport – Transfer Scale (LSSS-TS)

Strategic Programming of Detection and Therapy Parameters in Implantable Cardioverter-Defibrillators Reduces Shocks in Primary Prevention Patients : Results From the PREPARE (Primary Prevention Parameters Evaluation) Study

Analysis of Neutralizing Antibodies as a Correlate of Instantaneous Risk of Hospitalized Dengue in Placebo Recipients of Dengue Vaccine Efficacy Trials

DRUG-NEM: Optimizing drug combinations using single-cell perturbation response to account for intratumoral heterogeneity

Conduction system pacing in prosthetic heart valves

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