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Bayesian Analysis of Censored Linear Mixed-Effects Models for Heavy-Tailed Irregularly Observed Repeated Measures.
Stat Med
February 2025
Department of Statistics, University of Connecticut, Storrs, Connecticut.
The use of mixed-effect models to understand the evolution of the human immunodeficiency virus (HIV) and the progression of acquired immune deficiency syndrome (AIDS) has been the cornerstone of longitudinal data analysis in recent years. However, data from HIV/AIDS clinical trials have several complexities. Some of the most common recurrences are related to the situation where the HIV viral load can be undetectable, and the measures of the patient can be registered irregularly due to some problems in the data collection.
View Article and Find Full Text PDFAging Concerns Related to Sexuality and Gender: HIV Prevention and Healthy Aging.
AIDS Behav
January 2025
Department of Human Development and Family Sciences, University of Connecticut, Storrs, CT, USA.
Healthy aging is an important area of research across many populations, but less work has focused on this area among sexual and gender diverse individuals relative to the general population. On the whole, it is known that as the U.S.
View Article and Find Full Text PDFAccelerating materials property prediction via a hybrid Transformer Graph framework that leverages four body interactions.
NPJ Comput Mater
January 2025
School of Mechanical, Aerospace, and Manufacturing Engineering, University of Connecticut, Storrs, CT USA.
Machine learning has advanced the rapid prediction of inorganic materials properties, yet data scarcity for specific properties and capturing thermodynamic stability remains challenging. We propose a framework utilizing a Graph Neural Network with composition-based and crystal structure-based architectures, combined with a transfer learning scheme. This approach accurately predicts energy-related properties (e.
View Article and Find Full Text PDFRoutine HIV Testing for People Who Inject Drugs Hospitalized With Infective Endocarditis in the United States: A Commentary.
J Assoc Nurses AIDS Care
January 2025
Kathryn Dippel, MSN, AGACNP-BC, is a Critical Care Nurse Practitioner, California Pacific Medical Center, San Francisco, California, USA.
HIV screening is not routinely offered to acutely ill, hospitalized patients. For some patients a hospitalization represents a crucial opportunity to identify undiagnosed HIV infection and interrupt HIV transmission chains. Among people who inject drugs, a hospitalization for infective endocarditis may be one of the only touchpoints they have with a health care provider.
View Article and Find Full Text PDFBarriers to and impacts of hepatitis C treatment among people who inject drugs in Kenya: A qualitative study.
PLOS Glob Public Health
January 2025
Yale School of Nursing, Yale University, New Haven, Connecticut, United States of America.
Hepatitis C (HCV) disproportionately affects people who inject drugs (PWID). Despite availability of safe and effective treatment, HCV treatment access and uptake among PWID in low- and middle-income countries (LMICs) has been limited. Understanding the lived experiences of PWID in these settings who have undergone treatment provides the opportunity to gain insight into how to implement treatment programs that meet the needs of this population.
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