Publications



This is home for my research publications, each linked with
accompanying preprints, posters, and/or news pieces.
A full list of my publications is available on Google scholar

Accelerated and Interpretable Oblique Random Survival Forests

Introduction and assessment of methods used in aorsf
Research
Random forests
Machine learning
Aug 8, 2023
Byron C. Jaeger, Sawyer Welden, Kristin Lenoir, Jaime L. Speiser, Matthew W. Segar, Ambarish Pandey, Nicholas M. Pajewski

Hypertension Statistics for US Adults

An Open-Source Web Application for Analysis and Visualization of National Health and Nutrition Examination Survey Data
Research
Hypertension
Blood pressure
Shiny
Apr 21, 2023
Byron C Jaeger, Ligong Chen, Kathryn Foti, Shakia T Hardy, Adam P Bress, Sean P Kane, Lei Huang, Jennifer S Herrick, Catherine G Derington, Bharat Poudel, Ashley Christenson, Lisandro D Colantonio, Paul Muntner

Analysis of cardiorespiratory fitness in early adulthood and midlife with all-cause mortality and fatal or nonfatal cardiovascular disease

Research
Exercise
Cardiovascular disease
Feb 1, 2023
Gabriel, Kelley Pettee, Jaeger, Byron C., Lewis, Cora E., Sidney, Stephen, Dooley, Erin E., Carnethon, Mercedes R., Jacobs, David R., Hornikel, Bjoern, Reis, Jared P., Schreiner, Pamela J.

Longer-Term All-Cause and Cardiovascular Mortality With Intensive Blood Pressure Control

A Secondary Analysis of a Randomized Clinical Trial
Research
Blood pressure
Cardiovascular disease
SPRINT
Nov 1, 2022
Byron C Jaeger, Adam P Bress, Joshua D Bundy, Alfred K Cheung, William C Cushman, Paul E Drawz, Karen C Johnson, Cora E Lewis, Suzanne Oparil, Michael V Rocco, Stephen R Rapp, Mark A Supiano, Paul K Whelton, Jeff D Williamson, Jackson T Wright, David M Reboussin, Nicholas M Pajewski

Blood Pressure Control Among US Adults

2009 to 2012 Through 2017 to 2020
Research
Sep 1, 2022
Muntner, Paul, Miles, Miriam A., Jaeger, Byron C., Hannon Iii, Lonnie, Hardy, Shakia T., Ostchega, Yechiam, Wozniak, Gregory, Schwartz, Joseph E.

Number and timing of ambulatory blood pressure monitoring measurements

Research
Ambulatory blood pressure monitoring
Jackson Heart Study
Coronary Artery Risk Development in Young Adults
Aug 11, 2021
Jaeger, Byron C., Akinyelure, Oluwasegun P., Sakhuja, Swati, Bundy, Joshua D., Lewis, Cora E., Yano, Yuichiro, Howard, George, Shimbo, Daichi, Muntner, Paul, Schwartz, Joseph E.

Development and Validation of Machine Learning–Based Race-Specific Models to Predict 10-Year Risk of Heart Failure

A Multicohort Analysis
Research
Jun 15, 2021
Segar, Matthew W., Jaeger, Byron C., Patel, Kershaw V., Nambi, Vijay, Ndumele, Chiadi E., Correa, Adolfo, Butler, Javed, Chandra, Alvin, Ayers, Colby, Rao, Shreya, Lewis, Alana A., Raffield, Laura M., Rodriguez, Carlos J., Michos, Erin D., Ballantyne, Christie M., Hall, Michael E., Mentz, Robert J., De Lemos, James A., Pandey, Ambarish

Trends in blood pressure and hypertension among US children and adolescents

1999-2000 to 2017-2018
Research
Apr 1, 2021
Hardy, Shakia T., Sakhuja, Swati, Jaeger, Byron C., Urbina, Elaine M., Suglia, Shakira F., Feig, Daniel I., Muntner, Paul

Trends in Blood Pressure Control Among US Adults With Hypertension

1999-2000 to 2017-2018
Research
Sep 9, 2020
Muntner, Paul, Hardy, Shakia T., Fine, Lawrence J., Jaeger, Byron C., Wozniak, Gregory, Levitan, Emily B., Colantonio, Lisandro D.

Prevalence of Activity Limitations and Association with Multimorbidity Among US Adults 50 to 64 Years Old

Research
NHANES
Nov 1, 2019
Bowling, C. Barrett, Deng, Luqin, Sakhuja, Swati, Morey, Miriam C., Jaeger, Byron C., Muntner, Paul

Oblique random survival forests

The first ORSF paper
Research
Sep 1, 2019
Jaeger, Byron C., Long, D. Leann, Long, Dustin M., Sims, Mario, Szychowski, Jeff M., Min, Yuan-I., Mcclure, Leslie A., Howard, George, Simon, Noah

Blood-flow restriction resistance exercise for older adults with knee osteoarthritis: a pilot randomized clinical trial

Research
Exercise
Pilot study
Feb 21, 2019
Harper, Sara A., Roberts, Lisa M., Layne, Andrew S., Jaeger, Byron C., Gardner, Anna K., Sibille, Kimberly T., Wu, Samuel S., Vincent, Kevin R., Fillingim, Roger B., Manini, Todd M.

An \(R^2\) statistic for fixed effects in the generalized linear mixed model

Including semi-partial \(R^2\) for individual predictors
Research
Apr 26, 2017
Jaeger, Byron C., Edwards, Lloyd J., Das, Kalyan, Sen, Pranab K.
No matching items