Public Health Commons^™

Socioeconomic Status, Environmental Health Knowledge, And Housewives’ Behavior In Maintaining Healthy Housing At Subsidized Flats In East Jakarta, Indonesia, Alfitra Firizkia Luthfiana Dewi, Laila Fitria

Kesmas

Healthy behavior among housewives is a crucial aspect of efforts to maintain healthy housing. This study aimed to analyze the relationship of socioeconomic status (e.g., household income, level of education of family head and housewives, and family head’s occupation) and environmental health knowledge with housewives’ behavior (e.g., vector control, waste management, home ventilation, cigarette smoking, and hand sanitation hygiene) in maintaining healthy housing in the subsidized flats in East Jakarta, Indonesia. This cross-sectional study employed the two-proportion hypothesis test formula and a simple random sampling method, recruiting 137 housewives for interviews. Data were analyzed via logistic regression to determine factors …

From Disappointment To Predominance: Medicare Advantage's Ascendancy And Transformation Of Medicare, Rick Mayes, Micah Johnson

Health Studies Faculty Publications

From 2004 to 2024, Medicare Advantage (MA) went from being a “policy disappointment,” covering 12% of all Medicare beneficiaries, to predominance, covering more than one-half (52%), with more growth predicted in the future. Drawing on an extensive review and synthesis of the literature, Medicare Payment Advisory Commission (MedPAC) reports, congressional committee hearings, and Centers for Medicare and Medicaid Services (CMS) data, this paper analyzes the evolution of Medicare and managed care in three parts. First, it briefly traces the early efforts to build an integrated managed care option to the traditional, fragmented fee-for-service Medicare program and highlights four key changes …

Role And Use Of Race In Artificial Intelligence And Machine Learning Models Related To Health, Martin C Were, Ang Li, Bradley A Malin, Zhijun Yin, Joseph R Coco, Benjamin X Collins, Ellen Wright Clayton, Laurie L Novak, Rachele Hendricks-Sturrup, Abiodun O Oluyomi, Shilo Anders, Chao Yan

Faculty, Staff and Students Publications

The role and use of race within health-related artificial intelligence (AI) and machine learning (ML) models have sparked increasing attention and controversy. Despite the complexity and breadth of related issues, a robust and holistic framework to guide stakeholders in their examination and resolution remains lacking. This perspective provides a broad-based, systematic, and crosscutting landscape analysis of race-related challenges, structured around the AI and ML life cycle and framed through "points to consider" to support inquiry and decision-making.

Assessment Of Covid-19 Risks Related To Behaviour And Body Resistance In The Remote Area: Case Study In Jeneponto, Basri Basri, Andi Tilka Muftiah Ridjal, Lukman Setiawan, Renaldi M

Journal of Environmental Science and Sustainable Development

COVID-19 has posed significant global health threats, with responses varying across populations due to differences in risk perception, behaviour, and biological vulnerability. In Indonesia, most research has focused on urban settings, with limited attention paid to rural or remote communities. This study assesses COVID-19- risks related—specifically behavioural and immunity-related-factors—in the remote area of both Bontoramba Subdistrict, Jeneponto Regency. A cross-sectional study was conducted using cluster random sampling across eight villages, with 183 participants selected from a total of 12,242 households. Data were collected between November to December 2020 using a validated structured questionnaire, administered both online and face-to-face interviews. The …

A Workplace Posture Initiative To Reduce Work-Related Musculoskeletal Disorders, Carrie Isaac

All Doctor of Nursing Practice (DNP) Scholarly Projects

Problem: Work-related musculoskeletal disorders (WRMSDs) are a leading cause of occupational injury and discomfort in industrial workplaces. Although an ergonomic program existed at the project site, a formalized process to detect postural misalignments early had not been established. Relying on employee self-reporting, delayed intervention, and limited opportunities to prevent injuries before they progress.

Aim of the Project: A proactive posture screening program using PostureScreen® was implemented to identify postural deviations that could contribute to WRMSDs. Emphasis was placed on supporting employees through early awareness of posture-related issues and evaluation of alignment improvements following individualized intervention.

Review of the Evidence: Evidence …

Integrating Circulating Tumor Dna Into Clinical Management Of Colorectal Cancer: Practical Implications And Therapeutic Challenges, Nikhil Vojjala, Viktoriya Gibatova, Raj N Shah, Sakshi Singal, Rishab Prabhu, Geetha Krishnamoorthy, Karen Riggins, Nagaishwarya Moka

Faculty, Staff and Students Publications

The American Cancer Society estimates that over 152,000 new cases of colorectal cancer (CRC) were diagnosed in 2024, with more than 105,000 cases affecting the colon and 46,000 involving the rectum. CRC remains the second leading cause of cancer-related deaths in the United States, with an estimated 53,010 deaths in 2024. In the era of precision medicine, which incorporates molecular and environmental information into clinical decision-making, identifying patients harboring a deficiency in Deoxyribonucleic acid (DNA) repair allowed for targeted immunotherapies and significantly reduced CRC-related mortality. A significant advancement in this domain is the application of liquid biopsy, which has emerged …

In Pursuit Of A Better Hospital Quality Metric For Medicare, Brad Wright Ph.D.

Faculty Publications

No abstract provided.

Assessment Of Total Cardiovascular Risk Using Who/Ish Risk Prediction Chart Among Adults In Rural Areas Of Mysuru: A Cross-Sectional Study, Anchu R Nath, Amogha Shree, Rashmi S, Shweta N K, Deepshika R, Sunil Kumar D

Digital Journal of Clinical Medicine

Background:

Cardiovascular diseases (CVDs) are a leading cause of morbidity and mortality in rural India, where preventive healthcare infrastructure remains underdeveloped. Myocardial infarction and stroke are among the deadly events that are caused by a combination of risk factors that are present in the majority of cardiovascular diseases (CVD). This study aimed to estimate the 10-year CVD risk among adults in rural Mysuru using the WHO/ISH risk prediction charts, a practical tool designed for low-resource settings.

Methodology:

This community-based cross-sectional study was conducted over three months (January 2025- March 2025), involving 172 study participants from the rural field practice area …

Resilience Mediates The Association Between Discrimination And Psychological Distress Among Rural, Black Women In South Carolina: A Structural Equation Model, Camryn Garrett, Abhisheak Aggrawal, Huiyi Xia, Cheuk Chi Tam, Bankole Olatosi Ph.D., Sarah Wilcox Phd, Xiaoming Li Ph.D., Shan Qiao Ph.D.

Faculty Publications

Introduction

The marginalization of intersecting racial, gender, and rural identities compounds the structural vulnerabilities (e.g., discrimination, stigma, health disparities) experienced by Black women in South Carolina’s rural areas. Discriminatory experiences can deteriorate mental health; however, resilience can potentially reduce the ill effects of discrimination by decreasing associated psychological distress. This study examines the mediating role of resilience in the association between discrimination and psychological distress among rural, Black women in South Carolina in the post-pandemic era.

Methods

Black women (n = 300, mean age = 48.6) living in rural South Carolina were recruited from January to February 2024 using …

Refinement Of Hyams Grading Criteria For Olfactory Neuroblastoma In An Endoscopic Sinus Surgery Predominant Cohort With Extended Follow-Up: Worth The Effort?, Stacey Gargano, Vincent Cracolici, Carl Snyderman, Eric Wang, Garret Choby, Aron Pollack, Paul Gardner, Diana Bell, Raja Seethala

Computational Medicine Center Faculty Papers

BACKGROUND: Hyams grading is considered prognostic in olfactory neuroblastoma (ONB), but grading criteria are subjective and predate modern classification and surgical approach. We evaluate the application of granular grading criteria to an endoscopic surgery predominant cohort with extended follow-up.

METHODS: 78 ONB patients were identified (1994-2019) with original diagnoses dating to 1979. Original Hyams grade, Modified Hyams grade incorporating more detailed criteria and other histologic features (i.e. divergent differentiation, clear cell/oncocytic change, and spindling) were assessed if feasible, evaluated for distribution by grade and correlated with outcomes.

RESULTS: Original Hyams grade (n = 43) distribution was: I: 4 (9%), II: …

Inequality And Covid Risk At School: Racial Disparities In Indoor Density, Vaccination Rates, And Consequences For Absenteeism, Michael C. Quinn, Michah W. Rothbart, Amy Ellen Schwartz, Brian Elbel

Center for Policy Research

During the COVID pandemic, schools were widely believed to be a venue that facilitated disease transmission. While some worried Black and Hispanic students would disproportionately face greater risk of COVID exposure at school (school COVID risk) – given well-documented racially disparate school environments and resources – little empirical evidence exists documenting or refuting potential disparities in school COVID risk. This paper begins to fill this gap by examining racial disparities in the school environments that contribute to COVID risk at school—specifically, vaccination rates and classroom space per pupil (indoor density) - in New York City elementary schools. We then document …

Understanding Black American Pastors' Leadership Role And Interaction With Public Health During Covid-19, Stacy L. Tolbert

Walden Dissertations and Doctoral Studies

The COVID-19 pandemic tested the leadership, response, and resilience of Black American pastors and their communities. These pastors played a crucial role in supporting their communities to lessen the impact the virus had on underlying health conditions and socioeconomic hardships that were exacerbated by the pandemic. Despite their efforts, Black American pastors frequently encountered challenges helping their community. The current research sought to understand the lived experiences of Black American pastors during the pandemic and their interactions with public health institutions to secure resources for their communities through Interpretative Phenomenological Analysis (IPA). The study was guided by the research question, …

Barriers And Facilitators To Occupational Therapy For The Frail Older Person Within Primary Care In Belgium, Anne Ledoux, Stijn De Baets, Thérèse Van Durme, Patricia De Vriendt, Dominique Van De Velde, Sophie Thunus

Internet Journal of Allied Health Sciences and Practice

Introduction: The population is quickly aging in Belgium and there is an increasing number of older frail adults. Occupational therapy (OT) in primary care (PC) favors the stay-at-home of frail older persons through its preventive action on the person, the environment, and/or the task. However, OT is not well implemented in Belgian PC. We aimed to investigate the implementation of OT, to support the frail older person living at home, within primary care in Belgium. Methods: We performed a secondary thematic analysis, based on data collected during an implementation study of an OT guideline for this population. Data were collected …

A Model For Teaching Social Determinants Of Health In Doctor Of Physical Therapy Programs, Elise N. Bjork, Rupal M. Patel Pt, Phd, Rebecca Operacz, Deandrea B. Melvey, Luciano Garcia Iii

Internet Journal of Allied Health Sciences and Practice

Purpose: The purpose of this study was to 1) describe the development and implementation of a novel educational module on social determinants of health (SDOH) for Doctor of Physical Therapy (DPT) students, and 2) to assess the effectiveness of the module on altering DPT students’ knowledge, attitudes, beliefs, and barriers in addressing SDOH. Methods: Drawing on current literature, content expert feedback, identity theory, and experiential learning theory, a two-hour module on SDOH was created and delivered at two universities. The Physical Therapy Social Determinants of Health Scale (PT-SDHS) was used to assess change in students’ knowledge, attitudes, beliefs, and barriers …

Association Between Sociocultural Factors, Obesity, And Depression In The Hispanic/Latino Population, Maia Junco

Walden Dissertations and Doctoral Studies

The increasing prevalence of obesity and mental health disparities among Hispanic/Latino populations in the United States underscores the need to understand how sociocultural factors shape physical and psychological health. The purpose of this study was to examine how acculturation, diet quality, and fiber intake affect BMI and depressive symptoms over time. The study was guided by acculturation theory and the biopsychosocial model. The study used longitudinal secondary data from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL) with a sample of N=8,816, including adults who completed examination visits, 1 (2008–2011) and 2 (2014–2017). Path analysis was conducted to assess direct …

Explore Toolkit, Kimberly Page, Janet Page Reeves, Ivan De La Rosa, Marie Alice Scott, Christina Phillips, Maria Sanchez, Andrew Gorvetzian, Joe Albright, Cynthia Killough, Randall Benalli

Epidemiology, Biostatistics, and Preventive Medicine

Welcome to the Exploring Health Beliefs for Community Engagement and Diversity in Clinical Trials (EXPLORE) Toolkit, a resource designed to support researchers and frontline workers addressing substance use in the Borderlands. The EXPLORE Toolkit was designed by an interdisciplinary team of epidemiologists, social workers, anthropologists, and public health professionals to enhance the engagement of underrepresented communities in substance use clinical trials. Utilizing a strength-based approach, the toolkit addresses equity, stigma, and participation barriers, promoting culturally sensitive and community-centered research practices. This toolkit is an ideal tool for clinical trials researchers and community health workers who are interested in learning more …

Phosphoglycerate Mutase Regulates Treg Differentiation Through Control Of Serine Synthesis And One-Carbon Metabolism, Wesley H Godfrey, Judy J Lee, Shruthi Shanmukha, Kaho Cho, Xiaojing Deng, Chandra Shekar R Ambati, Vasanta Putluri, Abu Hena Mostafa Kamal, Paul M Kim, Nagireddy Putluri, Michael D Kornberg

Faculty, Staff and Students Publications

The differentiation and suppressive functions of regulatory CD4 T cells (Tregs) are supported by a broad array of metabolic changes, providing potential therapeutic targets for immune modulation. In this study, we focused on the regulatory role of glycolytic enzymes in Tregs and identified phosphoglycerate mutase (PGAM) as being differentially overexpressed in Tregs and associated with a highly suppressive phenotype. Pharmacologic or genetic inhibition of PGAM reduced Treg differentiation and suppressive function while reciprocally inducing markers of a pro-inflammatory, T helper 17 (Th17)-like state. The regulatory role of PGAM was dependent on the contribution of 3-phosphoglycerate (3 PG), the PGAM substrate, …

Dietary Lipids Induce Ppard And Bcl6 To Repress Macrophage Il-23 Induction After Intestinal Injury And Lps Exposure, Ashleigh M Gil, Daniel F Zegarra-Ruiz, Wan-Jung Wu, Kendra Norwood, Adrien Assie, Buck S Samuel, Angela M Major, Gretchen E Diehl, Andrea A Hill Mcalester

Faculty, Staff and Students Publications

Unresolved tissue damage is a common feature of Inflammatory Bowel Disease (IBD) that facilitates disease progression. Here, we showed that high animal fat diets (HFD), an environmental risk factor associated with IBD pathogenesis, suppress intestinal macrophage production of critical tissue repair responses after damage. This includes reduced IL-23 production, which drives downstream production of IL-22, which is needed for barrier repair. Indicating that dietary lipids interfere with responses to microbial molecules needed to induce barrier protective functions, we found oleic acid could directly suppress macrophage Il23a induction after lipopolysaccharide (LPS) treatment. Deleting the lipid transporter CD36 on macrophages restored the …

Rna Sequencing Reveals Inflammatory And Metabolic Changes In The Lung And Brain After Carbon Black And Naphthalene Whole Body Inhalation Exposure In A Rodent Model Of Military Burn Pit Exposures, Allison M. Haaning, Brian J. Sandri, Henry L. Wyneken, William T. Goldsmith, Joshua P. Nixon, Timothy R. Nurkiewicz, Chris H. Wendt, Paul Barach, Janeen H. Trembley, Tammy A. Butterick

College of Population Health Faculty Papers

Military personnel deployed to Iraq and Afghanistan were exposed to emissions from open-air burn pits, where plastics, metals, and medical waste were incinerated. These exposures have been linked to deployment-related respiratory diseases (DRRD) and may also impact neurological health via the lung-brain axis. To investigate molecular mechanisms, adult male rats were exposed to filtered air, naphthalene (a representative volatile organic compound), or a combination of naphthalene and carbon black (surrogate for particulate matter; CBN) via whole-body inhalation (six hours/day, three consecutive days). Lung, brain, and plasma samples were collected 24 h after the final exposure. Pro-inflammatory biomarkers were assessed using …

Demystifying The Nuances Of The Lipid Patient: A Guide For Primary Care Providers, Merle Myerson, Kyle Gillett, James O'Hara, Richard Potter, Neil Skolnik

Abington Jefferson Health Papers

Atherosclerosis, a major cause of mortality and morbidity in the United States (US), is driven by complex factors, including the cumulative burden of low-density lipoprotein cholesterol (LDL-C) and other atherogenic lipids and lipoproteins. Lipid management in US primary care aims to prevent atherosclerotic cardiovascular disease (ASCVD) events through screening and LDL-C lowering to risk-based goals. However, lipid screening and ASCVD treatment is often inadequate, with few patients meeting LDL-C goals in clinical practice. Primary care providers have a vital role in identifying patients most at risk of ASCVD to prevent ASCVD events and improve patient outcomes. There are multiple different …

Living In Fear: Be Empathetic (Life)-Tool Kit, Desiree A. Díaz, Heather Peralta, Samantha Stephenson, Danny Hernandez, Geraldine Luzincourt, Syretta Spears, Ann Marie Parker, Trysten Altamirano

Nursing Handouts, Tools, and Other Documents

Open source materials to immerse learners in rural and public health experiences are needed to ensure the new work force is equipped to care for a variety of people in differing circumstances. Public health remains a vital yet underemphasized component within healthcare education, specifically nursing education. This often limits opportunities for students to develop the skills necessary to become strong advocates for equity and systemic change. A

This project emerged from a commitment to provide experiential opportunities replicating the communities we serve. A Empathy Walk and LIFE Clinic (Díaz et al., 2025) was created as a strategy designed to engage …

Perception Of Quality Of Life, Brain Regions, And Cognitive Performance In Hispanic Adults: A Canonical Correlation Approach, Juan C. Lopez-Alvarenga, Jesus D. Melgarejo, Jesus Rivera-Sanchez, Lorena Velazquez-Alvarez, Rosa V. Pirela, John Blangero, Jose E. Cavazos, Michael C. Mahaney, Joseph D. Terwilliger, Gladys E. Maestre

School of Medicine Publications

The quality of life (QoL) perception has been studied in neurological diseases; however, there is limited information linking brain morphological characteristics, QoL, and cognition. Human behavior and perception are associated with specific brain areas that interact through diffuse electrochemical networking. We used magnetic resonance imaging (MRI) to analyze the brain region volume (BRV) correlation with the scores of Rand’s 36-item Short Form Survey (SF-36) and cognitive domains (memory and dementia status). We analyzed data from 420 adult participants in the Maracaibo Aging Study (MAS). Principal component analysis with oblimin axis rotation was used to gather redundant information from brain parcels …

Physician And Hospital Performance In Medicare’S Updated Bundled-Payment Model For Joint Replacement, Aidan P. Crowley, Austin S. Kilaru, Qian Erin Huang, Erkuan Wang, Jingsan Zhu, Ayush Arora, Torrey Shirk, Deborah S. Cousins, Kristin A. Linn, Said A. Ibrahim, Joshua M. Liao, Amol S. Navathe

Department of Medicine Faculty Papers

IMPORTANCE: Independent evaluations of Bundled Payments for Care Improvement Advanced (BPCI-A) have focused on hospitals and have not assessed the performance of physicians in participating physician group practices (PGPs). However, PGPs are accountable for a larger proportion of surgical procedures, including for lower-extremity joint replacement, in the BPCI-A model than are hospitals.

OBJECTIVE: To evaluate the association of treatment by BPCI-A-participating physicians and hospitals with health care spending, quality, and utilization for joint replacement procedures compared to nonparticipants.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study used Medicare claims of beneficiaries receiving lower-extremity joint replacement between April 2016 and September 2019 …

An Experimental Investigation Of Federal Messaging On Public Support For Enforcement- And Treatment-Based Approaches For Opioid Overdose Prevention In South Carolina, Lídia Gual-Gonzalez, Hunter M. Boehme, Peter Baker, Melissa Nolan Ph.D., Mph

Faculty Publications

Background

As the opioid overdose crisis continues to produce excessive morbidity and mortality in the United States, government agencies have applied various approaches to prevent overdoses, including law-enforcement efforts (e.g., arresting people who use drugs, interrupting drug traffickers, etc.) and treatment-based approaches (e.g., naloxone, medications for opioid use disorder, etc.). Public perception and support of these approaches are relevant for informing policy, allocating resources, and effectively implementing community interventions to prevent drug-related harms.

Methods

Using an embedded informational survey design, we experimentally assessed whether public support for strategies to prevent overdose in South Carolina is influenced by language from federal …

Impact Of Food Insecurity Resource Navigation For Primary Care Patients With Diabetes And Hypertension: A Matched Cohort Study, Deeksha Gupta, Darin Thomas, Stella Self, Edward A. Frongillo Jr. Ph.D., Alain H. Litwin, J. Alex Ewing, Lynnette Ramos-Gonzalez, A. Carolina Rudisill

Faculty Publications

Background

Food insecurity contributes to poor health and increased healthcare costs among patients with chronic diseases. Resource navigators can facilitate community-based resource connections, addressing food insecurity, but the impact on healthcare costs and quality of life remains unclear.

Objective

To examine whether food insecurity resource navigation improves clinical outcomes, healthcare charges, and quality of life for patients with diabetes and/or hypertension.

Design

Matched-control quasi-experimental study.

Patients

Patients underwent screening for food insecurity from July 12, 2021, to December 31, 2022, in South Carolina’s largest health system. Eligible patients (18 + years, having food insecurity, and diabetes and/or hypertension) enrolled for …

For The Greater Good: Civil Commitment For Addiction Amid The Overdose Epidemic, Steven P. Meerschaert

Cleveland State Law Review

America is facing a reckoning born of its own duality. Our society is gradually embracing an increasingly permissive stance on recreational drug use, while at the same time we lament the human costs of addiction. What the media has dubbed the “opioid epidemic” has seen increases in drug addiction diagnoses and opioid-involved overdose deaths nearly every year since 1999. In a rush to designate guilty parties and to crown a “gold standard” for treatment options, we have focused on theoretically flawed approaches that fail to follow the science precisely. At the same time, we dismiss validated treatment modalities in their …

Evaluation Of Physical, Mental, And Mechanical Aspects Of An Extreme Military Training Event: A Continuous Monitoring Approach, Tirthankar Chatterjee, Debojyoti Bhattacharyya, Roshani Meena

Journal of Human Performance in Extreme Environments

Soldiers receive extensive training at extremes of environments and simulated terrains to improve their battle efficiency. A study was designed to evaluate the actual cost of a military physical efficiency test consisting of several physically engaging activities to quantify physiological, mechanical, and subjective demands. Sixteen Indian soldiers participated in a military training session consisting of events such as a 5-km run, 4-m vertical rope climbing, a 2.75-m jump, a 60-m dash, and a 9-m horizontal rope climbing with 6.5 kg of equipment in a hot dry environment. Their physiological status was monitored continuously. National Aeronautics and Space Administration Task Load …

Mediation Analysis To Investigate Differences In Prostate Cancer Diagnosis Stage Through Environmental Risk Factors In Louisiana, Nubaira Rizvi, Randy Hamilton, Xiao-Cheng Wu, Michael D. Celestin, Tung-Sung Tseng, Qingzhao Yu

School of Public Health Faculty Publications

Prostate Cancer (PCa) is the most commonly diagnosed cancer and the second leading cause of cancer death among men. In Louisiana (LA), Black men are disproportionately diagnosed at later stages compared to White men. This study explores environmental risk factors as potential intermediate variables linking race to cancer diagnosis stage. The Louisiana Tumor Registry data included 24,647 male patients diagnosed with PCa in LA between 2010 and 2018. Among them, 15,875 (64.40%) were Caucasian American (CA) and 8772 (35.59%) African American (AA). Mediation analysis using multiple additive regression trees (MART) identified possible intermediate variables that potentially explain the observed disparity. …

Public Understanding Of And Engagement With Community Health Workers And Promotores De Salud: Findings From Two National Surveys, Elizabeth A. Rohan, Julie S. Townsend, Andrea Torres, Hope L. Thompson, Dawn M. Holman, Avid Reza, Felicia Solomon Tharpe, Erin Caple, Ashley Wennerstrom

School of Public Health Faculty Publications

INTRODUCTION: Community health workers (CHWs) can improve health by helping people navigate health care services and systems and connecting them to community services that address nonmedical factors such as food insecurity, housing, and transportation. While CHWs have long been part of the US public health system, there are no data, to our knowledge, on the public's familiarity and interactions with CHWs. METHODS: We analyzed data from the 2022 Porter Novelli FallStyles and Estilos surveys, online market research surveys of the general public delivered in English (FallStyles) or primarily Spanish (Estilos). Each survey asked the same 4 questions on familiarity and …

A Multi-Modal Pelvic Mri Dataset For Deep Learning-Based Pelvic Organ Segmentation In Endometriosis, Xiaomin Liang, Linda A Alpuing Radilla, Kamand Khalaj, Haaniya Dawoodally, Chinmay Mokashi, Xiaoming Guan, Kirk E Roberts, Sunil A Sheth, Varaha S Tammisetti, Luca Giancardo

Faculty, Staff and Students Publications

Endometriosis affects approximately 190 million females of reproductive age worldwide. Magnetic Resonance Imaging (MRI) has been recommended as the primary non-invasive diagnostic method for endometriosis. This study presents new female pelvic MRI multicenter datasets for endometriosis and shows the baseline segmentation performance of two auto-segmentation pipelines: the self-configuring nnU-Net and RAovSeg, a custom network. The multi-sequence endometriosis MRI scans from two clinical institutions were collected. A multicenter dataset of 51 subjects with manual labels for multiple pelvic structures from three raters was used to assess interrater agreement. A second single-center dataset of 81 subjects with labels for multiple pelvic structures …