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Articles 1 - 16 of 16
Full-Text Articles in Medicine and Health Sciences
Sugar-Sweetened Beverages Intake, Abdominal Obesity, And Inflammation Among Us Adults Without And With Prediabetes—An Nhanes Study, Wei Ting Lin, Yu Hsiang Kao, Mirandy S. Li, Ting Luo, Hui Yi Lin, Chien Hung Lee, David W. Seal, Chih Yang Hu, Lei Shih Chen, Tung-Sung Tseng
Sugar-Sweetened Beverages Intake, Abdominal Obesity, And Inflammation Among Us Adults Without And With Prediabetes—An Nhanes Study, Wei Ting Lin, Yu Hsiang Kao, Mirandy S. Li, Ting Luo, Hui Yi Lin, Chien Hung Lee, David W. Seal, Chih Yang Hu, Lei Shih Chen, Tung-Sung Tseng
School of Public Health Faculty Publications
Excessive sugar-sweetened beverages (SSB) consumption and abdominal obesity have been independently linked to numerous disorders, including diabetes and elevated C-reactive protein (CRP). This study aimed to explore the association between SSB intake, abdominal obesity, and inflammation in normal and prediabetic adults. Sugar intake from SSBs was calculated from 24-h dietary recalls and further classified into non-, medium-, and high-intake. The status of non- and prediabetes was identified based on hemoglobin A1c level. All analyses were performed under a survey module with appropriate sampling weights to control for the complex survey design. A total of 5250 eligible adults without diabetes were …
Work-Family Spillover And Depression: Are There Racial Differences Among Employed Women?, Ariane L. Rung, Evrim Oral, Edward S. Peters
Work-Family Spillover And Depression: Are There Racial Differences Among Employed Women?, Ariane L. Rung, Evrim Oral, Edward S. Peters
School of Public Health Faculty Publications
The intersection of work and family life can be a source of burden (negative) and a source of growth (positive). Negative work-to-family and family-to-work spillover have been linked to poor mental health, while positive work-to-family and family-to-work spillover have been linked to improved health outcomes. Less is known about these relationships in racial subgroups. Louisiana, USA, has a large proportion of African Americans, providing a unique population in which to study these relationships. The objectives of this study were to examine, among a sample of women in southern Louisiana in 2017, levels of work-family spillover by race and how the …
Palliative Care Reduces Emergency Room Visits And Total Hospital Days Among Patients With Metastatic Hpb And Gi Cancers, Angelle A. Billiot, Denise M. Danos, Jenny Stevens, Katie M. Vance, Mary C. Raven, John M. Lyons
Palliative Care Reduces Emergency Room Visits And Total Hospital Days Among Patients With Metastatic Hpb And Gi Cancers, Angelle A. Billiot, Denise M. Danos, Jenny Stevens, Katie M. Vance, Mary C. Raven, John M. Lyons
School of Public Health Faculty Publications
Palliative care services (PCS) have improved quality of life for patients across various cancer subtypes. Minimal data exists regarding PCSfor metastatic hepatopancreaticobiliary (HPB) and gastrointestinal (GI) cancers. We assessed the impact of PCS on emergency department visits, hospital admissions, and survival among these patients. Patients with metastatic HPB and GI cancer referred to outpatient PCS between 2014 and 2018 at a single institution were included. We compared the demographics, outcomes, and end-of-life indicators between those who did and did not receive PCS. The study included 183 patients, with 118 (64.5%) having received PCS. There were no significant differences in age, …
Keeping The Lights On: The Impact Of The Covid-19 Pandemic On Elective Total Joint Arthroplasty Utilization In The United States, Matthew W. Cole, Lacee K. Collins, Garrett H. Williams, Olivia C. Lee, William F. Sherman
Keeping The Lights On: The Impact Of The Covid-19 Pandemic On Elective Total Joint Arthroplasty Utilization In The United States, Matthew W. Cole, Lacee K. Collins, Garrett H. Williams, Olivia C. Lee, William F. Sherman
School of Medicine Faculty Publications
Background: It was estimated that up to 30,000 primary total hip arthroplasty (THA) and total knee arthroplasty (TKA) procedures would be cancelled each week during the moratorium on elective surgeries in the United States. The purpose of this study was to analyze the impact of the COVID-19 pandemic on elective total joint arthroplasty utilization in the United States. Methods: A retrospective study was conducted using the PearlDiver database. Patients who underwent primary elective THAs and TKAs were identified and filtered by state and month from January through September of both 2019 and 2020. The volume of these procedures immediately following …
Using Ensembles And Distillation To Optimize The Deployment Of Deep Learning Models For The Classification Of Electronic Cancer Pathology Reports, Kevin De Angeli, Shang Gao, Andrew Blanchard, Eric B. Durbin, Xiao Cheng Wu, Antoinette Stroup, Jennifer Doherty, Stephen M. Schwartz, Charles Wiggins, Linda Coyle, Lynne Penberthy, Georgia Tourassi, Hong Jun Yoon
Using Ensembles And Distillation To Optimize The Deployment Of Deep Learning Models For The Classification Of Electronic Cancer Pathology Reports, Kevin De Angeli, Shang Gao, Andrew Blanchard, Eric B. Durbin, Xiao Cheng Wu, Antoinette Stroup, Jennifer Doherty, Stephen M. Schwartz, Charles Wiggins, Linda Coyle, Lynne Penberthy, Georgia Tourassi, Hong Jun Yoon
School of Public Health Faculty Publications
Objective: We aim to reduce overfitting and model overconfidence by distilling the knowledge of an ensemble of deep learning models into a single model for the classification of cancer pathology reports. Materials and Methods: We consider the text classification problem that involves 5 individual tasks. The baseline model consists of a multitask convolutional neural network (MtCNN), and the implemented ensemble (teacher) consists of 1000 MtCNNs. We performed knowledge transfer by training a single model (student) with soft labels derived through the aggregation of ensemble predictions. We evaluate performance based on accuracy and abstention rates by using softmax thresholding. Results: The …
The Need For Sexual Health Clinics, Their Future Role, And Contribution To Public Health, Meena S. Ramchandani, Christopher Bourne, Lindley A. Barbee, Elske Hoornenborg, Preeti Pathela, Stephanie N. Taylor, Henry De Vries
The Need For Sexual Health Clinics, Their Future Role, And Contribution To Public Health, Meena S. Ramchandani, Christopher Bourne, Lindley A. Barbee, Elske Hoornenborg, Preeti Pathela, Stephanie N. Taylor, Henry De Vries
School of Medicine Faculty Publications
Specialised sexual health clinics (SHCs) play an important role in addressing the staggering rates of STIs seen in many high-income nations. Despite increasing healthcare coverage in the US and nationalised health care in some countries, there is a continued need for SHCs to meet the needs of patients and the community, especially for high-priority populations: those at high risk of STI acquisition and/or groups historically marginalised and underserved in the traditional healthcare system. We need to mobilise resources to support a stronger clinical infrastructure in specialised SHCs. This review describes the importance of SHCs, their future role, and some of …
Implementation Of Multi-Level Interventions To Mitigate Risk Of Sars-Cov-2 Delta Variant At A Public University In Southern United States, Keena N. Arbuthnot, Rebecca C. Christofferson, Edward J. Trapido, John H. Pardue, John N. Perret, William F. Tate
Implementation Of Multi-Level Interventions To Mitigate Risk Of Sars-Cov-2 Delta Variant At A Public University In Southern United States, Keena N. Arbuthnot, Rebecca C. Christofferson, Edward J. Trapido, John H. Pardue, John N. Perret, William F. Tate
School of Public Health Faculty Publications
During the coronavirus disease 2019 (COVID-19) pandemic, navigating the implementation of public health measures in a politically charged environment for a large state entity was challenging. However, Louisiana State University (LSU) leadership developed and deployed an effective, multi-layered mitigation plan and successfully opened in-person learning while managing cases of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) during the fourth surge. We describe the plan to provide a framework for other institutions during this and future responses. The goals were 3-fold: maintain a quality learning environment, mitigate risk to the campus community, and ensure that LSU operations did not contribute to …
The Covid-19 Pandemic And Associated Increases In Experiences Of Assault Violence Among Black Men With Low Socioeconomic Status Living In Louisiana, Kaylin Beiter, Denise Danos, Erich Conrad, Stephanie Broyles, Jovanny Zabaleta, Jason Mussell, Stephen Phillippi
The Covid-19 Pandemic And Associated Increases In Experiences Of Assault Violence Among Black Men With Low Socioeconomic Status Living In Louisiana, Kaylin Beiter, Denise Danos, Erich Conrad, Stephanie Broyles, Jovanny Zabaleta, Jason Mussell, Stephen Phillippi
School of Public Health Faculty Publications
Background: The COVID-19 pandemic has had mental health, social, and economic implications among communities with high levels of social disadvantage; this may have impacted community violence rates. The objective of this study was to characterize overall trends in assault and social disadvantage of patients experiencing assault before and during the COVID-19 pandemic. Methods: All trauma activations at a level one trauma center serving the entire southeast Louisiana region were included during March–August pre-COVID (2018–2019) and during COVID (2020). ICD-10 E-codes were used to identify trauma intent (assault vs. other). Assaults in this context are defined as physical injuries caused by …
Editorial: The Interplay Between Social Determinants Of Health And Cancer Related Health Disparities, Tung-Sung Tseng, Chien Ching Li, Alicia K. Matthews
Editorial: The Interplay Between Social Determinants Of Health And Cancer Related Health Disparities, Tung-Sung Tseng, Chien Ching Li, Alicia K. Matthews
School of Public Health Faculty Publications
No abstract provided.
Intake Patterns Of Specific Alcoholic Beverages By Prostate Cancer Status, Hui Yi Lin, Tung-Sung Tseng, Xinnan Wang, Zhide Fang, Arnold H. Zea, Liang Wang, Julio Pow-Sang, Catherine M. Tangen, Phyllis J. Goodman, Alicja Wolk, Niclas Håkansson, Manolis Kogevinas, Javier Llorca, Hermann Brenner, Ben Schöttker, Jose Esteban Castelao, Manuela Gago-Dominguez, Marija Gamulin, Davor Lessel, Frank Claessens, Steven Joniau, Jong Y. Park
Intake Patterns Of Specific Alcoholic Beverages By Prostate Cancer Status, Hui Yi Lin, Tung-Sung Tseng, Xinnan Wang, Zhide Fang, Arnold H. Zea, Liang Wang, Julio Pow-Sang, Catherine M. Tangen, Phyllis J. Goodman, Alicja Wolk, Niclas Håkansson, Manolis Kogevinas, Javier Llorca, Hermann Brenner, Ben Schöttker, Jose Esteban Castelao, Manuela Gago-Dominguez, Marija Gamulin, Davor Lessel, Frank Claessens, Steven Joniau, Jong Y. Park
School of Public Health Faculty Publications
Background: Previous studies have shown that different alcoholic beverage types impact prostate cancer (PCa) clinical outcomes differently. However, intake patterns of specific alcoholic beverages for PCa status are understudied. The study’s objective is to evaluate intake patterns of total alcohol and the three types of beverage (beer, wine, and spirits) by the PCa risk and aggressiveness status. Method: This is a cross-sectional study using 10,029 men (4676 non-PCa men and 5353 PCa patients) with European ancestry from the PCa consortium. Associations between PCa status and alcohol intake patterns (infrequent, light/moderate, and heavy) were tested using multinomial logistic regressions. Results: Intake …
Factors Influencing Family Health History Collection Among Young Adults: A Structural Equation Modeling, Ming Li, Shixi Zhao, Yu Yu Hsiao, Oi Man Kwok, Tung-Sung Tseng, Lei Shih Chen
Factors Influencing Family Health History Collection Among Young Adults: A Structural Equation Modeling, Ming Li, Shixi Zhao, Yu Yu Hsiao, Oi Man Kwok, Tung-Sung Tseng, Lei Shih Chen
School of Public Health Faculty Publications
Family health history (FHH) can serve as an entry point for preventive medicine by providing risk estimations for many common health conditions. College is a critical time for young adults to begin to understand the value of FHH collection, and to establish healthy behaviors to prevent FHH-related diseases. This study seeks to develop an integrated theoretical framework to examine FHH collection behavior and associated factors among college students. A sample of 2670 college students with an average age of 21.1 years completed a web-based survey. Less than half (49.8%) reported actively seeking FHH information from their family members. Respondents’ knowledge …
Use Of Machine Learning Approaches And Statistical Techniques To Adjust For Nonadherence In Randomized Clinical Trials., Andrew G Chapple
Use Of Machine Learning Approaches And Statistical Techniques To Adjust For Nonadherence In Randomized Clinical Trials., Andrew G Chapple
School of Public Health Faculty Publications
No abstract provided.
Neighborhood Deprivation And Risk Of Mortality Among Men With Prostate Cancer: Findings From A Long-Term Follow-Up Study, K. C. Madhav, Evrim Oral, Ariane L. Rung, Edward J. Trapido, Laura S. Rozek, Elizabeth T.H. Fontham, Jeannette T. Bensen, Laura Farnan, Susan E. Steck, Lixin Song, James L. Mohler, Edward S. Peters
Neighborhood Deprivation And Risk Of Mortality Among Men With Prostate Cancer: Findings From A Long-Term Follow-Up Study, K. C. Madhav, Evrim Oral, Ariane L. Rung, Edward J. Trapido, Laura S. Rozek, Elizabeth T.H. Fontham, Jeannette T. Bensen, Laura Farnan, Susan E. Steck, Lixin Song, James L. Mohler, Edward S. Peters
School of Public Health Faculty Publications
Background: The overall survival rate of prostate cancer (PCa) has improved over the past decades. However, huge socioeconomic and racial disparities in overall and prostate cancer-specific mortality exist. The neighborhood-level factors including socioeconomic disadvantage and lack of access to care may contribute to disparities in cancer mortality. This study examines the impact of neighborhood deprivation on mortality among PCa survivors. Methods: North Carolina–Louisiana Prostate Cancer Project (PCaP) data were used. A total of 2113 men, 1046 AA and 1067 EA, with PCa were included in the analysis. Neighborhood deprivation was measured by the Area Deprivation Index (ADI) at the census …
A Keyword-Enhanced Approach To Handle Class Imbalance In Clinical Text Classification, Andrew E. Blanchard, Shang Gao, Hong Jun Yoon, J. Blair Christian, Eric B. Durbin, Xiao Cheng Wu, Antoinette Stroup, Jennifer Doherty, Stephen M. Schwartz, Charles Wiggins, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi
A Keyword-Enhanced Approach To Handle Class Imbalance In Clinical Text Classification, Andrew E. Blanchard, Shang Gao, Hong Jun Yoon, J. Blair Christian, Eric B. Durbin, Xiao Cheng Wu, Antoinette Stroup, Jennifer Doherty, Stephen M. Schwartz, Charles Wiggins, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi
School of Public Health Faculty Publications
Recent applications ofdeep learning have shown promising results for classifying unstructured text in the healthcare domain. However, the reliability of models in production settings has been hindered by imbalanced data sets in which a small subset of the classes dominate. In the absence of adequate training data, rare classes necessitate additional model constraints for robust performance. Here, we present a strategy for incorporating short sequences of text (i.e. keywords) into training to boost model accuracy on rare classes. In our approach, we assemble a set of keywords, including short phrases, associated with each class. The keywords are then used as …
Rethinking Integration Of Environmental And Behavioral Stressors; Back To Energy Homeostasis And Function, Patricia E. Molina
Rethinking Integration Of Environmental And Behavioral Stressors; Back To Energy Homeostasis And Function, Patricia E. Molina
School of Medicine Faculty Publications
No abstract provided.
Geographic Determinants Of Colorectal Cancer In Louisiana, Denise Danos, Claudia Leonardi, Xiao Cheng Wu
Geographic Determinants Of Colorectal Cancer In Louisiana, Denise Danos, Claudia Leonardi, Xiao Cheng Wu
School of Public Health Faculty Publications
Purpose: Currently, rural residents in the United States (US) experience a greater cancer burden for tobacco-related cancers and cancers that can be prevented by screening. We aim to characterize geographic determinants of colorectal cancer (CRC) incidence in Louisiana due to rural residence and other known geographic risk factors, area socioeconomic status (SES), and cultural region (Acadian or French-speaking). Methods: Primary colorectal cancer diagnosed among adults 30 years and older in 2008–2017 were obtained from the Louisiana Tumor Registry. Population and social and economic data were obtained from US Census American Community Survey. Rural areas were defined using US Department of …