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Articles 361 - 390 of 535

Full-Text Articles in Public Health

Patterns In Medicaid Behavioral Health Client And Provider Data In Louisiana Amidst Covid-19, And Other Natural Disasters, Evidence To Practice, Cep Briefs, Willandra Whiting, Sonita Singh, Brian Bumbarger, Stephen Phillippi Oct 2022

Patterns In Medicaid Behavioral Health Client And Provider Data In Louisiana Amidst Covid-19, And Other Natural Disasters, Evidence To Practice, Cep Briefs, Willandra Whiting, Sonita Singh, Brian Bumbarger, Stephen Phillippi

Policy & Position Papers

No abstract provided.


Crisis In Services: Self-Care, Self-Directed Care, And The Use Of Technology Supporting All, Evidence To Practice, Cep Crisis Reports, Stephen Phillippi, Casey L. Thomas Sep 2022

Crisis In Services: Self-Care, Self-Directed Care, And The Use Of Technology Supporting All, Evidence To Practice, Cep Crisis Reports, Stephen Phillippi, Casey L. Thomas

Policy & Position Papers

No abstract provided.


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 Aug 2022

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 …


Cancer In Louisiana: 2015-2019, Volume 37, Louisiana Tumor Registry, Lauren Maniscalco, Mei-Chin Hsieh, Christina Lefante, Yong Yi, Lisa Pareti, Brent Mumphrey, Mary Anne Lynch, Xiao-Cheng Wu, Tingting Li, Chika Eni-Ikeh Aug 2022

Cancer In Louisiana: 2015-2019, Volume 37, Louisiana Tumor Registry, Lauren Maniscalco, Mei-Chin Hsieh, Christina Lefante, Yong Yi, Lisa Pareti, Brent Mumphrey, Mary Anne Lynch, Xiao-Cheng Wu, Tingting Li, Chika Eni-Ikeh

Policy & Position Papers

Mission:

To collect and report complete, high-quality, and timely population-based cancer data in Louisiana to support cancer research, control, and prevention.

Vision:

To reduce suffering and death from cancer using information collected by the Louisiana Tumor Registry.

History:

Cancer registration in Louisiana began in 1947 at the Charity Hospital Tumor Registry in New Orleans. In 1974, as part of its Surveillance, Epidemiology and End Results (SEER) Program, the National Cancer Institute provided funds for a population-based cancer incidence and survival registry covering Jefferson, Orleans, and St. Bernard parishes. Five years later, the Louisiana Tumor Registry (LTR) was transferred to the …


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 Jul 2022

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 Jul 2022

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 May 2022

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.


Hurricane Sheltering In A Time Of Covid, David Holcombe May 2022

Hurricane Sheltering In A Time Of Covid, David Holcombe

Journal of the Louisiana Public Health Association

No abstract provided.


Louisiana Public Health Institute, Brittany Fowler May 2022

Louisiana Public Health Institute, Brittany Fowler

Journal of the Louisiana Public Health Association

No abstract provided.


Medical Care In The State Emergency Shelter In Alexandria (Megashelter) For Hurricanes Laura & Delta During The Covid-19 Pandemic, David Holcombe, Nora Bloemer, Shahnaz Rahman May 2022

Medical Care In The State Emergency Shelter In Alexandria (Megashelter) For Hurricanes Laura & Delta During The Covid-19 Pandemic, David Holcombe, Nora Bloemer, Shahnaz Rahman

Journal of the Louisiana Public Health Association

No abstract provided.


A Simple Education And Feedback Intervention To Increase Early Discharge In An Inpatient Services Unit, Alex Katz, Andre Stefanescu, Paul Trubin, Andrew Russel, Jay Kaplan May 2022

A Simple Education And Feedback Intervention To Increase Early Discharge In An Inpatient Services Unit, Alex Katz, Andre Stefanescu, Paul Trubin, Andrew Russel, Jay Kaplan

Journal of the Louisiana Public Health Association

No abstract provided.


Covid-19 Drive-Through Mass Vaccination In Northwest Louisiana, Deborah Gurgel Smith, John Anthony Vanchiere, Michelle Raley, Andrew David Yurochko, Mohammad Alfrad Nobel Bhuiyan, Kevin Sean Murnane, Rona Scott, Jeremy Kamil, Jill Rush-Kolodzey, Martha Whyte, Kenneth Densmore, Maaren Van Diest, Christopher Kevil May 2022

Covid-19 Drive-Through Mass Vaccination In Northwest Louisiana, Deborah Gurgel Smith, John Anthony Vanchiere, Michelle Raley, Andrew David Yurochko, Mohammad Alfrad Nobel Bhuiyan, Kevin Sean Murnane, Rona Scott, Jeremy Kamil, Jill Rush-Kolodzey, Martha Whyte, Kenneth Densmore, Maaren Van Diest, Christopher Kevil

Journal of the Louisiana Public Health Association

No abstract provided.


Vol 2 May '22 Cover, Publishing And Table Of Contents, Kari Fitzmorris Brisolara, Donna L. Williams May 2022

Vol 2 May '22 Cover, Publishing And Table Of Contents, Kari Fitzmorris Brisolara, Donna L. Williams

Journal of the Louisiana Public Health Association

No abstract provided.


Medical Students' Knowledge Of And Attitudes Towards Sex Work In New Orleans, Louisiana, Alexis Hernandez, Anjali Deendyal, Tiana Dimasi, Gina Defelice, Cara Coren, Jaime Alleyn, Cecilia Gambala May 2022

Medical Students' Knowledge Of And Attitudes Towards Sex Work In New Orleans, Louisiana, Alexis Hernandez, Anjali Deendyal, Tiana Dimasi, Gina Defelice, Cara Coren, Jaime Alleyn, Cecilia Gambala

Journal of the Louisiana Public Health Association

Background: Sex work is defined as the exchange of sexual services for goods, money, or other services. The criminalization and stigma surrounding sex work disincentivizes sex workers from disclosing their profession to medical providers and impedes their access to comprehensive care. Medical education provides an entry point to improve this provider-patient relationship and promote better health outcomes for the sex work community. By assessing medical students’ knowledge and attitudes towards sex workers, we can better understand how to expand medical education to increase access to and quality of care for sex workers. Methods: Students at Louisiana State University (LSU) and …


Vol 2 May '22 Full Issue, Kari Fitzmorris Brisolara, Donna L. Williams May 2022

Vol 2 May '22 Full Issue, Kari Fitzmorris Brisolara, Donna L. Williams

Journal of the Louisiana Public Health Association

No abstract provided.


Adapting Psychological First Aid For Healthcare Workers Fighting Covid-19 At An Academic Medical Center And Partner Institutions, Erika M. Rajo, Nathan H. Brown, Sandy B. Hyatt, Marisa L. Whitley May 2022

Adapting Psychological First Aid For Healthcare Workers Fighting Covid-19 At An Academic Medical Center And Partner Institutions, Erika M. Rajo, Nathan H. Brown, Sandy B. Hyatt, Marisa L. Whitley

Journal of the Louisiana Public Health Association

Background: The COVID-19 pandemic has led to psychological distress and burnout among some healthcare workers. The purpose of this commentary article was to share lessons learned from the design and implementation of a virtual Psychological First Aid (PFA) intervention for healthcare workers affected by the pandemic. Method: Virtual PFA intervention opportunities were offered by an Academic Medical Center and Level 1 Trauma Center in New Orleans. A total of 105 healthcare workers utilized this intervention. Results: Descriptive analysis of this preliminary data indicates that participants perceived groups to be supportive and effective, but groups were infrequently attended after the first …


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 Apr 2022

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 Mar 2022

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 Mar 2022

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, Madhav Kc, 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 Feb 2022

Neighborhood Deprivation And Risk Of Mortality Among Men With Prostate Cancer: Findings From A Long-Term Follow-Up Study, Madhav Kc, 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 Jan 2022

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 Jan 2022

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 Jan 2022

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 …


2022 Annual Report For Ebp Workforce Development, Evidence To Practice, Cep Annual Reports, Lisa Staples, Ronnie Rubin, Brooke Dupre, Gabrielle Gonzalez, Willandra Whiting, J. Henning, Sonita Singh, Stephen Phillippi Jan 2022

2022 Annual Report For Ebp Workforce Development, Evidence To Practice, Cep Annual Reports, Lisa Staples, Ronnie Rubin, Brooke Dupre, Gabrielle Gonzalez, Willandra Whiting, J. Henning, Sonita Singh, Stephen Phillippi

Policy & Position Papers

No abstract provided.


Attitudes Toward Pursuing Genetic Testing Among Parents Of Children With Autism Spectrum Disorder In Taiwan: A Qualitative Investigation, Zihan Zhang, Justin Kramer, Haocen Wang, Wei-Ju Chen, Tse-Yang Huang, Yann-Jang Chen, Tung-Sung Tseng, Lei-Shih Chen Dec 2021

Attitudes Toward Pursuing Genetic Testing Among Parents Of Children With Autism Spectrum Disorder In Taiwan: A Qualitative Investigation, Zihan Zhang, Justin Kramer, Haocen Wang, Wei-Ju Chen, Tse-Yang Huang, Yann-Jang Chen, Tung-Sung Tseng, Lei-Shih Chen

School of Public Health Faculty Publications

Background: The diagnosis of autism spectrum disorder (ASD) cases is increasing in Taiwan. Genetic testing for children with ASD offers several potential benefits and is available with out-of-pocket expenses. Parents play a pivotal role in having their children with ASD tested; therefore, understanding their perceptions of, and perceived barriers to genetic testing is vital. Methods: Semi-structured interviews were conducted with 39 parents of children with ASD in Taiwan. Interviews were recorded and transcribed verbatim. NVivo 12 software (QSR International, Doncaster, Australia) was used to facilitate an inductive coding methodology. Results: The majority of participants (74.4%) supported ASD genetic testing for …


Dysregulation Of Dna Methylation And Epigenetic Clocks In Prostate Cancer Among Puerto Rican Men, Anders Berglund, Jaime Matta, Jarline Encarnación-Medina, Carmen Ortiz-Sanchéz, Julie Dutil, Raymond Linares, Joshua Marcial, Caren Abreu-Takemura, Natasha Moreno, Ryan Putney, Ratna Chakrabarti, Hui Yi Lin, Kosj Yamoah, Carlos Diaz Osterman, Liang Wang, Jasreman Dhillon, Youngchul Kim, Seung Joon Kim, Gilberto Ruiz-Deya, Jong Y. Park Dec 2021

Dysregulation Of Dna Methylation And Epigenetic Clocks In Prostate Cancer Among Puerto Rican Men, Anders Berglund, Jaime Matta, Jarline Encarnación-Medina, Carmen Ortiz-Sanchéz, Julie Dutil, Raymond Linares, Joshua Marcial, Caren Abreu-Takemura, Natasha Moreno, Ryan Putney, Ratna Chakrabarti, Hui Yi Lin, Kosj Yamoah, Carlos Diaz Osterman, Liang Wang, Jasreman Dhillon, Youngchul Kim, Seung Joon Kim, Gilberto Ruiz-Deya, Jong Y. Park

School of Public Health Faculty Publications

In 2021, approximately 248,530 new prostate cancer (PCa) cases are estimated in the United States. Hispanic/Latinos (H/L) are the second largest racial/ethnic group in the US. The objective of this study was to assess DNA methylation patterns between aggressive and indolent PCa along with ancestry proportions in 49 H/L men from Puerto Rico (PR). Prostate tumors were classified as aggressive (n = 17) and indolent (n = 32) based on the Gleason score. Genomic DNA samples were extracted by macro-dissection. DNA methylation patterns were assessed using the Illumina EPIC DNA methylation platform. We used ADMIXTURE to estimate global ancestry proportions. …


Insufficient Lycopene Intake Is Associated With High Risk Of Prostate Cancer: A Cross-Sectional Study From The National Health And Nutrition Examination Survey (2003-2010), You Lu, Andrea Edwards, Zhong Chen, Tung-Sung Tseng, Mirandy Li, Gabrielle V. Gonzalez, Kun Zhang Dec 2021

Insufficient Lycopene Intake Is Associated With High Risk Of Prostate Cancer: A Cross-Sectional Study From The National Health And Nutrition Examination Survey (2003-2010), You Lu, Andrea Edwards, Zhong Chen, Tung-Sung Tseng, Mirandy Li, Gabrielle V. Gonzalez, Kun Zhang

School of Public Health Faculty Publications

No abstract provided.


The Impact Of Covid-19 On Risky Behaviors And Health Changes In African-American Smokers Who Are Eligible For Ldct Screening, Tung-Sung Tseng, Mirandy Li, Yu Hsiang Kao, Lei Shih Chen, Hui Yi Lin Dec 2021

The Impact Of Covid-19 On Risky Behaviors And Health Changes In African-American Smokers Who Are Eligible For Ldct Screening, Tung-Sung Tseng, Mirandy Li, Yu Hsiang Kao, Lei Shih Chen, Hui Yi Lin

School of Public Health Faculty Publications

The COVID-19 pandemic has disrupted much of day-to-day life in the US and around the world. Smokers have a higher risk of adverse outcomes due to COVID-19. This study investigated the impact of COVID-19 on risky behaviors and health changes in lower income African-American smokers eligible for Low dose computed tomography (LDCT) screening, who may be more adversely impacted by the COVID-19 pandemic. A total of 22 African-American daily smokers who were eligible for LDCT screening participated in this study. The mean age of participants was 61.2 years old (SD = 4.7), 77.3% of the smokers were female, all participants …


Class Imbalance In Out-Of-Distribution Datasets: Improving The Robustness Of The Textcnn For The Classification Of Rare Cancer Types, Kevin De Angeli, Shang Gao, Ioana Danciu, Eric B. Durbin, Xiao Cheng Wu, Antoinette Stroup, Jennifer Doherty, Stephen Schwartz, Charles Wiggins, Mark Damesyn, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi, Hong Jun Yoon Nov 2021

Class Imbalance In Out-Of-Distribution Datasets: Improving The Robustness Of The Textcnn For The Classification Of Rare Cancer Types, Kevin De Angeli, Shang Gao, Ioana Danciu, Eric B. Durbin, Xiao Cheng Wu, Antoinette Stroup, Jennifer Doherty, Stephen Schwartz, Charles Wiggins, Mark Damesyn, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi, Hong Jun Yoon

School of Public Health Faculty Publications

In the last decade, the widespread adoption of electronic health record documentation has created huge opportunities for information mining. Natural language processing (NLP) techniques using machine and deep learning are becoming increasingly widespread for information extraction tasks from unstructured clinical notes. Disparities in performance when deploying machine learning models in the real world have recently received considerable attention. In the clinical NLP domain, the robustness of convolutional neural networks (CNNs) for classifying cancer pathology reports under natural distribution shifts remains understudied. In this research, we aim to quantify and improve the performance of the CNN for text classification on out-of-distribution …


Trends In The Incidence Of Early-Onset Colorectal Adenocarcinoma Among Black And White Us Residents Aged 40 To 49 Years, 2000-2017., Eric M Montminy, Meijiao Zhou, Lauren Maniscalco, Harrison Penrose, Timothy Yen, Swati G Patel, Xiao-Cheng Wu, Jordan J Karlitz Nov 2021

Trends In The Incidence Of Early-Onset Colorectal Adenocarcinoma Among Black And White Us Residents Aged 40 To 49 Years, 2000-2017., Eric M Montminy, Meijiao Zhou, Lauren Maniscalco, Harrison Penrose, Timothy Yen, Swati G Patel, Xiao-Cheng Wu, Jordan J Karlitz

School of Public Health Faculty Publications

Key Points: Question: What are the trends in early-onset colorectal cancer incidence rates when people aged 40 to 49 years are assessed specifically and stratification by race, sex, and adenocarcinoma histology (the target of screening and prevention) is performed? Findings: In this cross-sectional study of 45 429 individuals aged 40 to 49 years with colorectal adenocarcinoma from 2000 to 2017, beginning in 2014, overall colorectal adenocarcinoma incidence rates were the same in Black and White populations, and rectal adenocarcinoma rates were 39.3% lower in Black individuals compared with White individuals with a widening disparity in rectal cancer between Black women …