Digital Commons Network^™

An Assessment Of The Multidisciplinary Approach To Fetal Echocardiography Education, Riley Allen

Masters Projects

With congenital heart disease (CHD) being the most common birth defect, there is a growing demand for utilization of fetal echocardiography (FE). In clinical practice FE requires an interdisciplinary approach to performance and patient care, and integration of techniques from both the obstetric and pediatric cardiac areas of medicine. While practitioners align on the need for an interdisciplinary approach to practice and the specific methods of performance, there is little consensus on how to comprehensively educate the sonography workforce. Literature has identified gaps in both the obstetric and pediatric cardiac sonographer education bases, predominantly focusing on the lack of specific …

Clinical Utility Of An Fda-Authorized Artificial Intelligence Imaging Platform In Interstitial Lung Disease Diagnosis, Arjun Prakash Tambe, Ryan Boente, Gautam George, Fayez Kheir, Omid Tahamtani Omran, Kavitha Selvan

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

Background/Objectives: The diagnosis of interstitial lung disease (ILD) is challenging and frequently delayed. Clinically accessible and minimally invasive diagnostic tools are needed to expedite the diagnosis of ILD while minimizing risk to patients. Fibresolve is an imaging artificial intelligence (AI) tool recently approved by the Food and Drug Administration (FDA) for use in ILD diagnosis and made available to clinicians. The objective of this study was to describe its utility in clinical practice. Methods: We conducted a prospective, observational study of patients across the United States (US) in whom Fibresolve was utilized during routine clinical practice between July 2024 and …

Global Disparities In Neurosurgical Literature: A Narrative Review Of Underrepresentation Of Low- And Middle-Income Countries And Pathways To Research Equity, Tirath Patel, Naveed Ahmad, Abbas Hussain, Bisma Faraz, Amna Binte Naeem, Urooj Sheraz, Laiba Noor, Saleha Khan, Muhammad Seerat Ali, Nikhilesh Anand

School of Medicine Publications

The global neurosurgical literature is dominated by high-income countries, with low- and middle-income countries (LMICs) contributing minimally despite bearing the most significant share of the neurosurgical disease burden. Underrepresentation limits equitable knowledge dissemination and the relevance of guidelines. The objective of this review was to assess neurosurgical publication disparities, identify deterrents to LMIC participation, and outline initiatives that foster equity and inclusion in research. This narrative review synthesized evidence on global disparities in neurosurgical literature through a structured search of PubMed, Scopus, and Google Scholar (2010–2025). Eligible studies examined research output, authorship trends, publication barriers, or equity initiatives. Findings mapped …

Assessing The Feasibility Of A Self-Management Intervention For Individuals With Advanced Prostate Cancer And Comorbid Type Ii Diabetes Mellitus, Amy L. Shaver, Christina Steinbock-Malfer, William Tester, Patrick Mille, William K. Kelly, Kevin K. Zarrabi, Costas D. Lallas, Mihir M. Shah, Rose Dimarco, Emily Brand, Shawntel Brown, Swapnil Sharma, Nikita Nikita, Cindy Cogen, Scott W. Keith, Grace Lu-Yao

Kimmel Cancer Center Faculty Papers

BACKGROUND: Many older adults with cancer have at least one comorbidity. Type II diabetes mellitus (T2DM) is a common comorbidity among patients with prostate cancer (PC) and represents an important consideration in this population. Comorbid T2DM can negatively impact cancer-specific outcomes for patients, suggesting the need for better glycemic management, especially for patients on active cancer treatment. The goal of this modified Diabetes Self-Management Education Services (mDSMES) pilot study was to provide patients with the opportunity to learn methods of diabetes self-management, including how to manage their glucose levels, improve their understanding and utilization of medication to promote improvements in …

Transplantation And Mortality As Competing Outcomes Among Patients On Dialysis With Newly Diagnosed Cancer: A Longitudinal Cohort Study, Ryan Gately, Eric A. Engels, Dharshana Sabanayagam, Armando Teixeira-Pinto, Scott Campbell, Carmel Hawley, Wai Lim, Germaine Wong

Research outputs 2022 to 2026

Rationale & Objective: A cancer diagnosis is associated with complex risks for patients that may influence survival and access to transplantation. This study characterized the probability and timing of cancer-related death, noncancer death, and transplantation among patients with an incident cancer diagnosis after dialysis initiation. Study Design: Longitudinal cohort study. Setting & Participants: In Australia and New Zealand, 2000-2021, 3,052 patients receiving dialysis, identified via the Australia and New Zealand Dialysis and Transplant Registry, with cancer diagnosed after they had started dialysis. Exposure: Cancer, categorized by type and stage. Outcome: Transplantation as well as cancer-related death and noncancer death for …

Machine Learning In Flow Cytometry For Acute Myeloid Leukemia Diagnosis: A Scoping Review, Katrina Jezzela M. Dela Pena Md, Mls (Ascp)

Other Specialties

Manuscript version:

Introduction: Flow cytometry is essential for the diagnosis of acute myeloid leukemia (AML), but conventional analysis is labor-intensive, operator-dependent, and increasingly complex. Machine learning (ML) may support automated analysis; however, its readiness for clinical implementation remains unclear. This scoping review mapped ML approaches applied to flow cytometry for AML-related diagnosis.

Methods: PubMed was searched for English-language primary studies applying artificial intelligence, ML, or deep learning to human flow cytometry data for AML diagnosis or classification. Eligible studies reported diagnostic performance metrics. Study characteristics, preprocessing, data representation, model architecture, validation strategy, performance metrics, interpretability, and implementation considerations were descriptively …

Quality Improvement Initiative To Improve Adherence To Ob Hemorrhage Policy And Standardize Pitocin Administration During Cesarean Sections To Reduce Postpartum Hemorrhage Risk, Lauren R. Litz, Monica Blauser

Doctor of Nurse Anesthesia Practice (DNAP) Manuscripts

Postpartum hemorrhage remains a leading cause of maternal morbidity and mortality, and Pitocin administration is an important component of hemorrhage prevention and management during cesarean delivery. Variation in Pitocin timing, dosing, method of administration, and adherence to evidence-based recommendations may compromise patient safety and create barriers to standardized obstetric anesthesia care. The purpose of this Doctorate of Nurse Anesthesia Practice quality improvement project was to evaluate current anesthesia provider practices for Pitocin administration during cesarean delivery, compare observed practices with the California Maternal Quality Care Collaborative hemorrhage toolkit and Society for Obstetric Anesthesia and Perinatology Enhanced Recovery After Cesarean recommendations, …

Dnp Final Report: Improving Diabetes Self-Efficacy Through Nutrition Education: A Quality Improvement Project, Lakimberely S. Wooten

DNP Final Reports

Diabetes affects 12.7% of residents in Northeast Texas and is the 7th leading cause of death. Internal evidence indicates low health literacy and a heavy disease burden in the service area, underscoring the need for a standardized, low-cost, and feasible approach to nutrition education. This quality improvement project evaluated the feasibility of implementing an instructor-led nutrition education session. Guided by the Johns Hopkins Evidence-Based Practice Framework and the ADKAR behavioral change model, adult participants with Type 2 diabetes received instruction on the Plate Method. Participants enrolled in a 4-week, instructor-led diabetes education class completed a 1-hour, nutrition education session using …

Transfusion Intensity In The Icu: Reasons And Triggers, Merijn Reuland, Senta Raasveld, Jimmy Schenk, Claudia Oord, Sanne Bruin, Caroline Schaap, Andrew Flint, Jan Bakker, Maurizio Cecconi, Marcus Lance

Anaesthesiology, East Africa

Background The reasons and physiological triggers for blood transfusion in critically ill patients are not well characterized. Beyond hemoglobin levels, hemodynamic instability is frequently cited, but its role across clinical contexts remains unclear.

Aims (1) To determine whether reasons and triggers for RBC transfusion differ across intensive care unit (ICU) days with varying transfusion intensity. (2) To describe reasons for non-RBC transfusions across these intensity groups.

Methods This sub-study of the prospective International Point Prevalence Study of Intensive Care Unit Transfusion Practices (InPUT) classified ICU days by transfusion intensity: nonmajor (1 RBC unit), major (≥2 units), and massive (≥6 units …

Dupilumab Versus Placebo In Adults And Adolescents With Eosinophilic Gastritis (Degas): A Double-Blind, Placebo-Controlled, Phase 2, Multicentre, Randomised Controlled Trial, Nirmala P Gonsalves, Evan S Dellon, Kara L Kliewer, Tetsuo Shoda, Regina Yearout, Seema S Aceves, Nicoleta C Arva, John A Besse, Julie M Caldwell, Mirna Chehade, Amaziah Coleman, Margaret H Collins, Sara Anvari, Gary W Falk, Sandeep K Gupta, Girish Hiremath, David A Katzka, Paneez Khoury, John Leung, Calies Menard-Katcher, Paul Menard-Katcher, Kathryn A Peterson, Maria A Pletneva, Amanda K Rudman Spergel, Jonathan M Spergel, Tatyana Vaysman, Joshua B Wechsler, Benjamin L Wright, Guang-Yu Yang, Xue Zhang, Meijian Zhou, Ashish Bansal, Bram P Raphael, Amr Radwan, Jennifer Maloney, Antonio Martin, Yamo Deniz, Glenn T Furuta, Lisa J Martin, Marc E Rothenberg

Faculty, Staff and Students Publications

Background: Eosinophilic gastritis currently has no approved treatments and is postulated to be driven by type 2 inflammation. Dupilumab blocks type 2 cytokines IL-4 and IL-13 and has efficacy in multiple diseases characterised by type 2 inflammation, including eosinophilic oesophagitis. We aimed to assess the efficacy and safety of dupilumab in patients with eosinophilic gastritis.

Methods: DEGAS was a proof-of-concept, phase 2, multicentre, randomised controlled trial consisting of a 12-week, double-blind, placebo-controlled period, followed by a 24-week open-label extension period. Patients aged 12-70 years from 11 hospitals in the USA with histologically active eosinophilic gastritis (≥30 eosinophils per high-power field …

Future Prospects Of Pediatric Lung Transplantation, Ernestina Melicoff, David Moreno Mcneill, Christian Benden

Faculty, Staff and Students Publications

This special issue of the Journal of Heart Transplantation Open is dedicated to Pediatric Thoracic Transplantation. The authors will discuss subjects related to pediatric lung transplantation such as access to donor organs, allograft dysfunction and role of functional status in outcomes.

Indications, Techniques, And Safety Of Cryotherapy And Cryobiopsy Via Flexible Bronchoscopy In Pediatric Patients, Alex J Katz, Haley Haskett, Kubra M Bozkanat, Aoife Corcoran, Lauren M C Grant, Antoinette Wannes Daou, Sin Tran, Esra Caylan, Alfin Vicencio, Dan T Benscoter, Cherie A Torres-Silva, Sara M Zak, Gregory Burg, Lisa R Young, Pelton Phinizy, Shailendra Das, Richard Paul Boesch, Erik B Hysinger, Joseph Piccione

Faculty, Staff and Students Publications

Rationale: Cryotherapy and its diagnostic analogue, cryobiopsy, are emerging techniques via bronchoscopy with a wide range of clinical applications. While the use of cryotherapy and cryobiopsy has been established in adult pulmonary medicine, pediatric data describing the indications, procedural specifics, outcomes, and complications are limited.

Objective: To describe the indications, procedural specifics, outcomes, and complications of cryotherapy and cryobiopsy use in pediatric bronchoscopy.

Methods: A multicenter retrospective observational study was conducted at 5 pediatric hospitals in the United States. Patients aged 0 to 21 years who underwent cryotherapy or cryobiopsy via bronchoscopy between January 2017 and January 2025 were included. …

Proteomic Signatures Of 3-Year Progression From Impaired Fasting Glucose To Diabetes: The Atherosclerosis Risk In Communities (Aric) Study, Mary R Rooney, Justin B Echouffo Tcheugui, Jingsha Chen, Keenan A Walker, Christie M Ballantyne, Eric Boerwinkle, Tanika N Kelly, Chiadi E Ndumele, James S Pankow, Morgan E Grams, Wendy S Post, Peter J Ganz, Alexis C Wood, Jerome I Rotter, Elizabeth Selvin, Josef Coresh

Faculty, Staff and Students Publications

Objective: To identify proteomic signatures underlying 3-year progression from impaired fasting glucose (IFG) to diabetes.

Research design and methods: We examined IFG progression in the Atherosclerosis Risk in Communities (ARIC) study from visit 2 (1990-1992) to visit 3 (1993-1995). We tested associations of 4,955 plasma proteins (SomaScan version 4.0) with ∼3-year progression from IFG (FG 100-125 mg/dL without diabetes) to diabetes (diagnosis, medication, or FG ≥126 mg/dL) using logistic regression models adjusted for demographics, cardiometabolic risk factors, and baseline glucose with Bonferroni correction (P < 10-5). We explored biological pathways enriched among the top proteins and calculated improvements in prediction (ΔAUC and net reclassification using 3-year risk thresholds of 6% and 15% in 80% training and 20% internal validation subsamples). We validated results in the Multi-Ethnic Study of Atherosclerosis (MESA) cohort.

Results: There were 3,786 ARIC participants with IFG (mean [SD] age 57 [6] years, 52% female, …

Rates Of, Reasons For, And Reactions To Discontinuation Of Glp-1 Receptor Agonists: A Narrative Review, Henry D Heisey, L Parker Gregg, Christopher D Verrico, Dennis T Villareal, Terri L Fletcher

Faculty, Staff and Students Publications

GLP-1RAs are increasingly used for their glucose-lowering and weight-management effects, but many patients discontinue them. In this narrative review we aim to review real-world, quantitative and qualitative GLP-1RA discontinuation, adherence, and persistence evidence as it aligns with an established conceptual framework for understanding medication adherence in noncommunicable chronic disease. Many inconsistencies exist in how discontinuation, adherence, and persistence are studied in this literature. Few qualitative studies have focused on discontinuation of GLP-1RAs. Quantitative approaches often focus on medication-related factors and more superficial aspects of socioeconomic and condition-related factors. Very few studies encompass all 5 dimensions of the medication adherence conceptual …

Multi-Level Disparities In Survival Among Patients Diagnosed With Oral Cavity Cancer In Texas Between 1995 And 2020, Guillermo A Tortolero, Erich M Sturgis, Jose-Miguel Yamal, Melissa F Peskin, Cici Bauer, Caitlin C Murphy

Faculty, Staff and Students Publications

Background: Multi-level factors, including demographic and neighborhood social conditions, related to disparities in oral cavity cancer (OCC) are not fully understood. We examined the association between these factors and survival outcomes among patients diagnosed with OCC.

Methods: We identified 14,416 patients diagnosed with OCC from 1995 to 2020 using population-based data from the Texas Cancer Registry. Neighborhood-level social vulnerability was measured using the 2010 US Centers for Disease Control and Prevention's Neighborhood Social Vulnerability Index (CDC-SVI). We examined race and ethnicity, CDC-SVI (as sample-based quintiles), and their joint effects with survival outcomes.

Results: Five-year survival probability was 38.6% (95% CI: …

Quantitative Imaging Of Pyruvate Metabolism In A Patient With Anaplastic Thyroid Cancer, James A Bankson, Joshua S Niedzielski, Collin J Harlan, Yunyun Chen, Christopher M Walker, Philip L Lorenzi, Lin Tan, Vikas Kundra, Matthew E Merritt, Mukundan Ragavan, Dawid Schellingerhout, Renjie He, Yao Ding, Sahana Datar, Qing Wang, Christine B Peterson, Clifton D Fuller, Vlad C Sandulache, Stephen Y Lai

Faculty, Staff and Students Publications

Purpose: Magnetic resonance imaging using hyperpolarized (HP) [1-13C]-pyruvate enables assessment of pyruvate metabolism in vivo and offers new insight into metabolic changes in response to cancer therapy. Widely used semi-quantitative metrics of pyruvate metabolism can be affected by physiological factors that are extrinsic to intracellular metabolism. A validated pharmacokinetic (PK) model for analysis of intracellular pyruvate metabolism is needed to enhance the accuracy of quantitative metrics and clinical translation of metabolic MRI using HP pyruvate.

Methods: A PK model with two physical compartments and two chemical pools was developed to analyze the conversion of labeled pyruvate into lactate in vitro. …

Nutrition Considerations In Youth With Type 2 Diabetes Using Glucagon-Like Peptide-1 Receptor Agonists: A Commentary, Maria E Diaz, Grace Kim, Mili Vakharia

Faculty, Staff and Students Publications

No abstract provided.

Diabetter Together: Outcomes Of A Randomized Controlled Trial Evaluating A Peer Mentor Behavioral Intervention For Young Adults With Type 1 Diabetes During The Transfer From Pediatric To Adult Care, Marisa E Hilliard, Charles G Minard, Samantha A Carreon, Wendy L Levy, Sarah K Lyons, Randi Streisand, Tricia S Tang, Siripoom V Mckay, Sridevi Devaraj, Barbara J Anderson

Faculty, Staff and Students Publications

Objective: Transition between pediatric and adult health care is complex, with high risk for loss to follow-up and suboptimal health outcomes for young adults with type 1 diabetes. This trial evaluated the efficacy of DiaBetter Together, a 12-month strengths-based behavioral intervention delivered by trained peer mentors. The intervention aimed to help young adults navigate the transfer process to promote optimal glycemic outcomes, shorten time to adult care follow-up, and improve psychosocial outcomes.

Research design and methods: Using a single-site randomized clinical trial design, we compared the 12-month intervention to usual care among n = 100 young adults aged 17-25 years …

Cost-Effectiveness Of Hes V2.0 And Galad For Hepatocellular Carcinoma Surveillance In Patients With Cirrhosis, Mert Sahinkoc, Gizem S Nemutlu, Hashem B El-Serag, Mary Linton B Peters, Ali Hajjar, Anthony E Samir, Leigh Anne Dageforde, Fasiha Kanwal, Jagpreet Chhatwal

Faculty, Staff and Students Publications

Background: Ultrasound-based surveillance for HCC is limited by suboptimal sensitivity and low adherence. Blood-based biomarkers are potential alternatives for routine HCC surveillance. We aimed to define optimal sensitivity, specificity, and cost parameters under which blood-based biomarkers could serve as cost-effective alternatives in patients with cirrhosis.

Methods: We developed a microsimulation model of the natural history of HCC in individuals with compensated cirrhosis. We compared the cost-effectiveness of biannual surveillance using 2 blood-based biomarkers-HES V2.0 and GALAD-versus ultrasound-based surveillance across a range of sensitivity, specificity, test costs, and adherence levels. Outcomes included quality-adjusted life years (QALYs), costs, and incremental cost-effectiveness ratios …

Colocalization Of Eqtls With Type 2 Diabetes And Glycemic Traits Using Whole-Genome Sequences In Diverse Populations From The Nhlbi Trans-Omics In Precision Medicine (Topmed) Program, Ningyuan Wang, Daniel A Dicorpo, Yixin Zhang, Erica Kleinbrink, Donna K Arnett, John Barnard, John Blangero, Donald W Bowden, April P Carson, Yii-Der Ida Chen, Mina K Chung, Joanne E Curran, Dawood Darbar, Ravindranath Duggirala, Patrick T Ellinor, Diane Fatkin, Myriam Fornage, Nancy Heard-Costa, Jiang He, Lifang Hou, Sharon L R Kardia, Charles Kooperberg, Ruth J F Loos, David D Mcmanus, Braxton D Mitchell, Ryan L Minster, Kari E North, Bruce M Psaty, Laura M Raffield, Susan Redline, Stephen S Rich, Dan Roden, Jerome I Rotter, Moore B Shoemaker, Jonathan D Smith, David R Van Wagoner, Francois Aguet, Kristin Ardlie, Joshua C Bis, Jennifer A Brody, Brian E Cade, Clary B Clish, Paul S De Vries, James S Floyd, Barry I Freedman, Stacey Gabriel, Robert E Gerzsten, Mark O Goodarzi, Charles Gu, Xiuqing Guo, Namrata Gupta, Susan R Heckbert, Sarah Hsu, Yi-Jen Hung, Rita R Kalyani, Tanika N Kelly, Gregory L Kinney, Changwei Li, Simin Liu, Yongmei Liu, Donald M Lloyd-Jones, Joann E Manson, Rasika A Mathias, Josep M Mercader, Alanna C Morrison, Take Naseri, Suna Onengut, Nicholette D Palmer, Patricia A Peyser, Qibin Qi, Sridharan Raghavan, Alex P Reiner, Mary R Rooney, Magdalena Sevilla-Gonzalez, Chloe Sarnowski, Joshua D Smith, Jennifer A Smith, Nicole L Spartano, Usman Tahir, Kent D Taylor, Deirdre K Tobias, Russel P Tracy, Satupa'itea Viali, Heming Wang, Alexis C Wood, Lisa R Yanek, Wei Zhao, Yinan Zheng, Josée Dupuis, Ching-Ti Liu, Robert Sladek, Jennifer Wessel, James B Meigs, Alisa K Manning, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium

Faculty, Staff and Students Publications

Large-scale multiancestry genome-wide association studies have identified hundreds of loci associated with type 2 diabetes (T2D) and glycemic traits, yet imputed genotyping arrays limit the detection of low-frequency and rare variants. Whole-genome sequencing (WGS) offers a more complete view of genetic variation, especially across diverse populations. We analyzed high-coverage (38×) WGS data from 21,913 T2D case subjects, 61,036 control subjects, and up to 50,011 individuals with no diabetes with fasting glucose, fasting insulin, and HbA1c from the National Heart, Lung, and Blood Institute Trans-Omics for Precision Medicine Program. We performed single-variant association testing, conditional analysis, fine-mapping, and Bayesian colocalization to …

Ai-Driven Segmentation And Volumetric Response Modeling Of Liver Regions To Radiotherapy, Aashish Chandra Gupta

Dissertations and Theses (Open Access)

In liver-directed radiotherapy (RT), liver regions receiving higher doses typically undergo atrophy while contralateral/adjacent lower-dose regions may exhibit compensatory hypertrophy through regeneration of healthy tissue. Optimizing the RT plan to promote regional hypertrophy while minimizing the risk of developing atrophy has the potential to enhance post-RT liver function and long-term survivorship. However, current clinical practice largely relies on global liver dose-volume metrics during RT-planning, which may obscure favorable dose-response correlation and limit actionable guidance for clinicians. Therefore, we hypothesized that post-RT regional liver response is governed by a combination of region-specific dose-volume and patient clinical features, and that these responses …

The Correlation Between Frequency Of School Lunch Consumption And Bmi Percentile, Brayden Rowland

Posters

No abstract provided.

Developing A Deep-Learning Model To Segment White Matter Lesions In Cerebral Palsy, Varsha Kumar, Hyukjin Yun, Rose N. Gelineau-Morel, Avner Meoded

Posters

No abstract provided.

Rural Emergency Department Perspectives On Telemedicine Consultation For Pediatric Emergencies, Caroline Nemechek, Kimberly Randell, Romina Barral, Michelle K. Arzubi-Hughes

Posters

No abstract provided.

“We’Re Just Always There For Each Other”: Examining Social Support For African American Caregivers Of Oncology Patients, Madeleine Lee, Keisha White Makinde

Posters

No abstract provided.

Investigating Postbiotic-Derived Therapies For Necrotizing Enterocolitis In Infants, Ilan Reichbart, Marianne N. Nsumu, Joshua Wheatley, Susana Chavez-Bueno, Alain Cuna

Posters

No abstract provided.

Operationalizing Frailty: A Comparison Of Measurement Frameworks, Audrey P. Doege, Madeline Donnelli, Daniel Forsha, Thomas Cochran, William R. Black, David A. White

Posters

No abstract provided.

Endotyping Obstructive Sleep Apnea In Infants With Micrognathia, Alexis Dominic, Zarmina Ehsan, Baha Al-Shawwa Md, Karishma Rao, Blake A. Welker, Meghan Tracy, Andrew Li, Alessandra Manoylova-Vedder, Shiyuan Chen, Shu-Ching Chen, Members Of The Data Science And Analytics Innovation Center (Dsaic), John P. Dahl, Janelle Noel-Macdonnell

Posters

No abstract provided.

Exposure-Toxicity Analysis Of Fluoxetine In Children And Adolescents, Amelia Whittier, Ethan Poweleit, Whitney Sparks Ms, Catherine Koertje, Addison Pritchett Ms, Angela Wiedner, Gail Robertson, Lindsey Malloy-Walton, Stephani Stancil, Alexa L. Pagano, Kathryn Kyler, Jonathan B. Wagner, Jeffrey R. Strawn, Brandon Retke, Paul C. Toren, J Steven Leeder, Laura B. Ramsey

Posters

No abstract provided.

Cartilage Ring Formation In Chick Trachea, Yashica Sharma, Samuel Q. Mellentine, John Dahl, Jennifer C. Kasemeier

Posters

No abstract provided.