Enhancing Clinical Data Analysis by Explaining Interaction Effects between Covariates in Deep Neural Network Models

by Yijun Shao, Ali Ahmed, Edward Y. Zamrini, Yan Cheng, Joseph L. Goulet, Qing Zeng-Treitler
Published 2023-01-01

41 Prevalence of Diabetes Among Veterans by Sexual Orientation

by Meredith Duncan, Carl G. Streed, Lauren B. Beach, John R. O’Leary, Melissa Skanderson, Joseph L. Goulet
Published 2023-04-01

Exploring supervised machine learning approaches to predicting Veterans Health Administration chiropractic service utilization

by Brian C. Coleman, Samah Fodeh, Anthony J. Lisi, Joseph L. Goulet, Kelsey L. Corcoran, Harini Bathulapalli, Cynthia A. Brandt
Published 2020-07-01

Sleep disturbance and suicide risk among sexual and gender minority people

by Emily A. Dolsen, Amy L. Byers, Annesa Flentje, Joseph L. Goulet, Guneet K. Jasuja, Kristine E. Lynch, Shira Maguen, Thomas C. Neylan
Published 2022-11-01

Association between early nonpharmacological management and follow-up for low back pain in the veterans health administration

by Brian C. Coleman, DC, MHS, Anthony J. Lisi, DC, Erica A. Abel, PhD, Tessa Runels, MPH, Joseph L. Goulet, PhD, MS
Published 2023-06-01

The VACS index accurately predicts mortality and treatment response among multi-drug resistant HIV infected patients participating in the options in management with antiretrovirals...

by Sheldon T Brown, Janet P Tate, Tassos C Kyriakides, Katherine A Kirkwood, Mark Holodniy, Joseph L Goulet, Brian J Angus, D William Cameron, Amy C Justice, OPTIMA Team
Published 2014-01-01

Identifying suicide documentation in clinical notes through zero‐shot learning

by Terri Elizabeth Workman, Joseph L. Goulet, Cynthia A. Brandt, Allison R. Warren, Jacob Eleazer, Melissa Skanderson, Luke Lindemann, John R. Blosnich, John O'Leary, Qing Zeng‐Treitler
Published 2023-09-01

Estimating healthcare mobility in the Veterans Affairs Healthcare System

by Karen H. Wang, Joseph L. Goulet, Constance M. Carroll, Melissa Skanderson, Samah Fodeh, Joseph Erdos, Julie A. Womack, Erica A. Abel, Harini Bathulapalli, Amy C. Justice, Marcella Nunez-Smith, Cynthia A. Brandt
Published 2016-10-01

Sexual and Gender Minority Status and Suicide Mortality: An Explainable Artificial Intelligence Analysis

by Ying Yin, Ying Yin, T. Elizabeth Workman, T. Elizabeth Workman, John R. Blosnich, John R. Blosnich, Cynthia A. Brandt, Melissa Skanderson, Yijun Shao, Yijun Shao, Joseph L. Goulet, Qing Zeng-Treitler, Qing Zeng-Treitler
Published 2024-05-01

Documentation of Screening for Firearm Access by Healthcare Providers in the Veterans Healthcare System: A Retrospective Study

by Cynthia A. Brandt, T. Elizabeth Workman, Melissa M. Farmer, Kathleen M. Akgün, Erica A. Abel, Melissa Skanderson, Bevanne Bean-Mayberry, Qing Zeng-Treitler, Maryann Mason, Lori A. Bastian, Joseph L. Goulet, Lori A. Post
Published 2021-05-01

Increased risk of fragility fractures among HIV infected compared to uninfected male veterans.

by Julie A Womack, Joseph L Goulet, Cynthia Gibert, Cynthia Brandt, Chung Chou Chang, Barbara Gulanski, Liana Fraenkel, Kristin Mattocks, David Rimland, Maria C Rodriguez-Barradas, Janet Tate, Michael T Yin, Amy C Justice, Veterans Aging Cohort Study Project Team
Published 2011-02-01

Using Administrative Data to Predict Suicide After Psychiatric Hospitalization in the Veterans Health Administration System

by Ronald C. Kessler, Mark S. Bauer, Mark S. Bauer, Todd M. Bishop, Olga V. Demler, Olga V. Demler, Steven K. Dobscha, Steven K. Dobscha, Sarah M. Gildea, Joseph L. Goulet, Joseph L. Goulet, Elizabeth Karras, Julie Kreyenbuhl, Julie Kreyenbuhl, Sara J. Landes, Sara J. Landes, Howard Liu, Howard Liu, Alex R. Luedtke, Alex R. Luedtke, Patrick Mair, William H. B. McAuliffe, Matthew Nock, Maria Petukhova, Wilfred R. Pigeon, Wilfred R. Pigeon, Nancy A. Sampson, Jordan W. Smoller, Lauren M. Weinstock, Robert M. Bossarte, Robert M. Bossarte
Published 2020-05-01