Medicine and Health Sciences Commons^™

Measuring Anxiety Among Latino Immigrant Populations: Within-Country And Between-Country Comparisons, Sumeyra Sahbaz, Ronald B Cox, Pablo Montero-Zamora, Christopher P Salas-Wright, Mildred M Maldonado-Molina, Melissa M Bates, Augusto Pérez-Gómez, Juliana Mejía-Trujillo, Saskia R Vos, Carolina Scaramutti, Patrizia A Perazzo, Maria Duque, Maria Fernanda Garcia, Eric C Brown, Seth J Schwartz

Faculty, Staff and Student Publications

Anxiety is the most prevalent mental health disorder among adults worldwide. Given its increased prevalence among migrants due to their marginalized position in the societies where they reside, psychometric evaluations of anxiety measures such as the Generalized Anxiety Disorder-7 (GAD-7) are needed for use with migrants. The present study is the first attempt to compare the structure of GAD-7 scores for (a) different Latino groups in the same country and (b) the same Latino group in two different countries. Using three samples of Mexican and Venezuelan migrants (total N = 933), we provide reliability and validity evidence of the GAD-7 …

The Five Homologous Ciar-Controlled Ccn Srnas Of Streptococcus Pneumoniae Modulate Zn-Resistance, Nicholas R De Lay, Nidhi Verma, Dhriti Sinha, Abigail Garrett, Maximillian K Osterberg, Daisy Porter, Spencer Reiling, David P Giedroc, Malcolm E Winkler

Faculty, Staff and Student Publications

Zinc is a vital transition metal for all bacteria; however, elevated intracellular free Zn levels can result in mis-metalation of Mn-dependent enzymes. For Mn-centric bacteria such as Streptococcus pneumoniae that primarily use Mn instead of Fe as an enzyme cofactor, Zn is particularly toxic at high concentrations. Here, we report our identification and characterization of the function of the five homologous, CiaRH-regulated Ccn sRNAs in controlling S. pneumoniae virulence and metal homeostasis. We show that deletion of all five ccn genes (ccnA, ccnB, ccnC, ccnD, and ccnE) from S. pneumoniae strains D39 (serotype 2) and TIGR4 (serotype 4) causes Zn …

Exploring The Relationship Between Intrinsic Motivation And Receptivity To Mhealth Interventions, Varun Mishra, Sarah Hong, David Kotz

Dartmouth Scholarship

Just-in-Time Adaptive Interventions aim to deliver the right type and amount of support at the right time. This involves determining a user's state of receptivity - the degree to which a user is willing to accept, process, and use the intervention. Although past work has found that users are more receptive to notifications they view as useful, there is no existing research on whether users' intrinsic motivation for the underlying topic of mHealth interventions affects their receptivity. To explore this, we conducted a study with 20 participants over three weeks, where participants interacted with a chatbot-based digital coach to receive …

Vaccine Decision-Making Among Pregnant Women: A Protocol For A Cross-Sectional Mixed-Method Study In Brazil, Ghana, Kenya And Pakistan, Jessica Schue, Prachi Singh, Berhaun Fesshaye, Emily Miller, Shanelle Quinn, Ruth Karron, Renato Souza, Maria Laura Costa, Ferdinand Okwaro, Marleen Temmerman

Centre of Excellence in Women and Child Health

Maternal immunization is a critical strategy to prevent both maternal and infant morbidity and mortality from several infectious diseases. When the first COVID-19 vaccines became available during the pandemic, there was mixed messaging and confusion amongst the broader public and among those associated with health care systems about the recommendations for COVID-19 vaccinations in pregnancy in many countries. A multi-country, mixed-methods study is being undertaken to describe how vaccine decision-making occurs amongst pregnant and postpartum women, with a focus on COVID-19 vaccines. The study is being conducted in Brazil, Ghana, Kenya, and Pakistan. In each country, participants are being recruited …

The Bulletin: Sidney Kimmel Medical College At Thomas Jefferson University, Volume 102, Issue 2, Fall 2024

The Bulletin (formerly the Jefferson Medical College Alumni Bulletin)

This issue includes:

• 7 - Dean’s Column
• 8 - Time Capsule: How Jefferson Got Its Name
• 10 - ICYMI (In Case You Missed It)
• 13 - By the Numbers: 2024 Incoming SKMC Class
• 14 - New Medical Students Destined to Be Leaders and Changemakers
• 16 - Jefferson Research Lab Making Progress in Battle Against Cancer by Adam Snook, PhD ’08
• 18 - That’s Why We’re Here: The Czarnecki Family’s Jefferson Journey
• 22 - His North Star by Gregory C. Kane, MD ’87, MACP
• 26 - Full Circle by Suresh G. Nair, MD ’84
• 28 -Ask the Right Question—Save a Life …

A Scoping Review Of Substance Use Brief Interventions In Africa, Florence Jaguga, Sarah Kiburi, Eunice Temet, Matthew Aalsma, Mary Ott, Rachel Maina, Cyprian Mostert, Lukoye Atwoli, Juddy Wachira, Gilliane Kosgei

Internal Medicine, East Africa

Background: The burden of substance use in Africa is substantial. Brief interventions (BIs) are a recommended public health strategy for the prevention and early intervention for substance use problems. The objective of this scoping review was to map the literature on substance use BIs in Africa, identify gaps, and provide directions for future research.

Methods: The scoping review was guided by the Arksey O’Malley Framework and the PRISMA-Scoping review (PRISMA-ScR) guidelines. A search of five bibliographic databases (PubMed, PsychINFO, Web of Science, Cumulative Index of Nursing and Allied Professionals (CINAHL) and Cochrane Library) was conducted from inception until 1st November …

The Case For Eliminating Excessive Worry As A Requirement For Generalized Anxiety Disorder: A Cross-National Investigation, Ayelet Meron Ruscio, Madeleine Rassaby, Murray Stein, Dan Stein, Sergio Aguilar-Gaxiola, Ali Al-Hamzawi, Jordi Alonso, Lukoye Atwoli, Guilherme Borges, Evelyn Bromet

Internal Medicine, East Africa

Background: Around the world, people living in objectively difficult circumstances who experience symptoms of generalized anxiety disorder (GAD) do not qualify for a diagnosis because their worry is not ‘excessive’ relative to the context. We carried out the first largescale, cross-national study to explore the implications of removing this excessiveness requirement.

Methods: Data come from the World Health Organization World Mental Health Survey Initiative. A total of 133 614 adults from 12 surveys in Low- or Middle-Income Countries (LMICs) and 16 surveys in High-Income Countries (HICs) were assessed with the Composite International Diagnostic Interview. Non-excessive worriers meeting all other DSM-5 …

Accuracy Of Nine-Item Patient Health Questionnaire Against Psychiatric Diagnosis For Depression Among People With Hiv, Marcela Yotebieng, Natalia Zotova, Charlotte Bernard, Suzanne Goodrich, Ajeh Rogers Awoh, Dana Watnick, Dominique Mahambu Nsonde, Elodie Flore Tchiengang Moungang, Moussa Seydi, Lukoye Atwoli

Internal Medicine, East Africa

Objective: The aim of this study was to assess the performance of the nine-item Patient Health Questionnaire (PHQ-9) against psychiatrist diagnosis in people with HIV (PWH).

Design: Cross-sectional analysis of data collected between January 2018 and July 2022 across five sites in Cameroon, Cote d’Ivoire, Kenya, Senegal, and the Republic of Congo. Participants were ≥18 years and receiving HIV care at the participating site. PHQ-9 was administered by study staff followed by a psychiatrist's evaluation within 3 days.

Results: Overall, 778 participants with complete data were included: 297 (38.2%) in Cameroon, 132 (17.0%) in Congo, 148 (19.0%) in Cote d’Ivoire, …

Content And Design Of Respectful Maternity Care Training Packages For Health Workers In Sub-Saharan Africa: Scoping Review, Judith Yargawa, Marina Daniele, Kelly Pickerill, Marianne Vidler, Angela Koech, Hawanatu Jah, Grace Mwashigadi, Mukaindo Mwaniki, Peter Von Dadelszen, Marleen Temmerman

Obstetrics and Gynaecology, East Africa

Background Training health workers might facilitate respectful maternity care (RMC); however, the content and design of RMC training remain unclear.

Objective To explore the content and design of RMC training packages for health workers in sub-Saharan Africa.

Search Strategy MEDLINE, EMBASE, CINAHL Complete, Web of Science Core Collections, SCOPUS, and grey literature sources (including websites of RMC-focused key organizations and Ministries of Health) were searched for journal papers, reports, and training guides from January 2006 up to August 2022.

Selection Criteria There were no restrictions on study designs, language, or health-worker cadre. Two reviewers independently screened results.

Data Collection and …

Classification Of Isolated Versus Multiple Birth Defects: An Automated Process For Population-Based Registries, Renata H Benjamin, Joanne M Nguyen, Margaret Drummond-Borg, Angela E Scheuerle, Peter H Langlois, Mark A Canfield, Charles J Shumate, Laura E Mitchell, A J Agopian

Faculty, Staff and Student Publications

Epidemiologic studies of birth defects often conduct separate analyses for cases that have isolated defects (e.g., spina bifida only) and cases that have multiple defects (e.g., spina bifida and a congenital heart defect). However, in some instances, cases with additional defects (e.g., spina bifida and clubfoot) may be more appropriately considered as isolated because the co-occurring defect (clubfoot) is believed to be developmentally related to the defect of interest. Determining which combinations should be considered isolated can be challenging and potentially resource intensive for registries. Thus, we developed automated classification procedures for differentiating between isolated versus multiple defects, while accounting …

Transgender Women With Hiv Demonstrate Unique Non-Alcoholic Fatty Liver Disease Profiles, Jordan E Lake, Ana N Hyatt, Han Feng, Hongyu Miao, Anoma Somasunderam, Netanya S Utay, Kathleen E Corey

Faculty, Staff and Student Publications

Purpose: Non-alcoholic fatty liver disease (NAFLD) prevalence and severity may be higher in people with human immunodeficiency virus (HIV) than the general population, and vary with sex and age. We explored NAFLD characteristics by gender.

Methods: Adult transgender women (TW), cisgender women (CW), and cisgender men (CM) with HIV on antiretroviral therapy and without other known causes of liver disease underwent screening for NAFLD (2017-2020). Circulating factors associated with NAFLD were measured. Hepatic steatosis and fibrosis were assessed using transient elastography by controlled attenuation parameter (CAP) and liver stiffness measurement (LSM), respectively. Analysis of variance/Wilcoxon testing compared normally/non-normally distributed variables, …

Clinical Pharmacogenetics Implementation Consortium Guideline For Cyp2b6 Genotype And Methadone Therapy, Katherine M Robinson, Seenae Eum, Zeruesenay Desta, Rachel F Tyndale, Andrea Gaedigk, Richard C Crist, Cyrine E Haidar, Alan L Myers, Caroline F Samer, Andrew A Somogyi, Pablo Zubiaur, Otito F Iwuchukwu, Michelle Whirl-Carrillo, Teri E Klein, Kelly E Caudle, Roseann S Donnelly, Evan D Kharasch

Faculty, Staff and Student Publications

Methadone is a mu (μ) opioid receptor agonist used clinically in adults and children to manage opioid use disorder, neonatal abstinence syndrome, and acute and chronic pain. It is typically marketed as a racemic mixture of R- and S-enantiomers. R-methadone has 30-to 50-fold higher analgesic potency than S-methadone, and S-methadone has a greater adverse effect (prolongation) on the cardiac QTc interval. Methadone undergoes stereoselective metabolism. CYP2B6 is the primary enzyme responsible for catalyzing the metabolism of both enantiomers to the inactive metabolites, S- and R-2-ethylidene-1,5-dimethyl-3,3-diphenylpyrrolidine (S- and R-EDDP). Genetic variation in the CYP2B6 gene has been investigated in the context …

October 2024, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

Breast Cancer Awareness Month

This month was named Breast Cancer Awareness Month to create awareness and/or remind you to get screened. Don’t be one of the 42,000 women in the U.S. who die each year from this disease.

Physical Activity And Sedentary Time Among Us Adolescents Before And During Covid-19: Findings From A Large Cohort Study, Ethan T Hunt, Keith Brazendale, Augusto C F De Moraes, Raja Malkani, Natalia I Heredia, Christopher D Pfledderer, Denver M Brown, Deanna M Hoelscher, Michael W Beets, Robert G Weaver

Faculty, Staff and Student Publications

INTRODUCTION: Evidence suggests that adolescents engage in less physical activity during the summer break. Less is known regarding physical activity during the summer months of the COVID-19 pandemic.

METHODS: Utilizing data from the Adolescent Brain Cognitive Development study, the authors examined daily activity measured by Fitbit Charge 2 devices before and after the onset of the COVID-19 pandemic during school and summer months. Linear models estimated activity during pre-COVID-19 school, pre-COVID-19 summer, COVID-19 school, and COVID-19 summer.

RESULTS: Participants (N=7,179, aged 11.96 years, 51% female, 51% White) accumulated 8,671.0 (95% CI=8,544.7; 8,797.3) steps, 32.5 (95% CI=30.8, 32.3) minutes of moderate-to-vigorous …

Phenotypic Diversity Of Type Iii Secretion System Activity In Enteropathogenic Escherichia Coli Clinical Isolates, Carmen A Contreras, Tracy H Hazen, Carmen Guadarrama, Ramón Cervantes-Rivera, Theresa J Ochoa, Pablo Vinuesa, David A Rasko, Jose L Puente

Faculty, Staff and Student Publications

Introduction. Enteropathogenic Escherichia coli (EPEC) strains pose a significant threat as a leading cause of severe childhood diarrhoea in developing nations. EPEC pathogenicity relies on the type III secretion system (T3SS) encoded by the locus of enterocyte effacement (LEE), facilitating the secretion and translocation of bacterial effector proteins.

Gap Statement. While the regulatory roles of PerC (plasmid-encoded regulator) and GrlA (global regulator of LEE-activator) in ler expression and LEE gene activation are well-documented in the EPEC prototype strain E2348/69, understanding the variability in LEE gene expression control mechanisms among clinical EPEC isolates remains an area requiring further investigation.

Aim. This …

Parental Knowledge And Perception Of Obesity And Effect On Feeding Behavior And Child's Weight Status, Fidelia Senayah

Walden Dissertations and Doctoral Studies

Childhood obesity is a significant public health problem that leads to poor health outcomes in affected children, including the potential for developing chronic diseases in adulthood if not addressed at an early stage. While there are several studies on childhood obesity, data on parental obesity knowledge and risk perception as it relates to feeding behavior and child weight outcome is inadequate. No data were found on the topic in Ohio, which has a high rate of childhood obesity and overweight. This study examined how parental obesity risk knowledge and risk perception influenced parental feeding behavior and children’s weight status in …

Performance Of Artificial Neural Network Compared To Multi-Linear Regression In Prediction Of Countermovement Jump Height, Amirhossein Emamian, Alireza Hashemi Oskouei, Kristof Kipp, Rasoul Azreh

Exercise Science Faculty Research and Publications

Previous research has used primarily linear regression models to predict jump height and establish contributors of performance. The purpose of this study was to compare the performance of artificial neural network (ANN) and multi-linear regression (MLR) in prediction of countermovement jump (CMJ) height and investigating the contribution of kinematic variables to CMJ performance. Thirty-four healthy young male athletes performed a total of 204 CMJ while eight kinematic variables (the hip, knee, and ankle angles at the begging of the concentric phase of CMJ, the hip and knee take-off angles, and the shoulder, hip, and knee maximum angular velocities) were used …

Neural And Muscular Contributions To The Age-Related Differences In Peak Power Of The Knee Extensors In Men And Women, David J. Wrucke, Andrew Kuplic, Mitchell D. Adam, Sandra K. Hunter, Christopher W. Sundberg

Physical Therapy Faculty Research and Publications

The mechanisms for the loss in limb muscle power output in old (60–79 yr) and very old (≥80 yr) adults and whether the mechanisms differ between men and women are not well understood. We compared maximal peak power of the knee extensor muscles between young, old, and very old men and women and identified the neural and muscular factors contributing to the age-related differences in power. Thirty-one young (22.9 ± 3.0 yr, 15 women), 82 old (70.3 ± 4.9 yr, 38 women), and 16 very old adults (85.8 ± 4.2 yr, 9 women) performed maximal isokinetic contractions at 14 different …

Evaluation Of Unplanned Reattendances To The Pediatric Emergency Department: A Five-Year Study, Liying Toh, Jin Wee Lee, Siok Hoon Ang, Sashikumar Ganapathy, Janani D/O Nadarajan, Shu-Ling Chong

Research Collection School Of Economics

Background: Unplanned reattendances (UR) are an important quality indicator in the emergency department (ED). Understanding the risk factors associated with UR can aid clinicians in optimizing the allocation of time and resources, as well as targeted counselling for this specific group of patients. In this study, we aimed to compare patient characteristics between children who attended a pediatric emergency department (ED) with unplanned reattendances (UR) and those without UR. We also aimed to study the association between healthcare delivery factors such as timing of the attendance, patient load, changeover months for rotating junior doctors, presence of supervision, and rate of …

Genomic Biomarkers To Predict Response To Atezolizumab Plus Bevacizumab Immunotherapy In Hepatocellular Carcinoma: Insights From The Imbrave150 Trial, Sun Young Yim, Sung Hwan Lee, Seung-Woo Baek, Bohwa Sohn, Yun Seong Jeong, Sang-Hee Kang, Kena Park, Hyewon Park, Sunyoung S Lee, Ahmed O Kaseb, Young Nyun Park, Sun-Hee Leem, Michael A Curran, Ji Hoon Kim, Ju-Seog Lee

Faculty, Staff and Student Publications

Background/aims: Combination immunotherapy, exemplified by atezolizumab plus bevacizumab, has become the standard of care for inoperable hepatocellular carcinoma (HCC). However, the lack of predictive biomarkers and limited understanding of response mechanisms remain a challenge.

Methods: Using data from the IMbrave150plus cohort, we applied an immune signature score (ISS) predictor to stratify HCC patients treated with atezolizumab plus bevacizumab or with sorafenib alone into potential high and low response groups. By applying multiple statistical approaches including a Bayesian covariate prediction algorithm, we refined the signature to 10 key genes (ISS10) for clinical use while maintaining similar predictive power to the full …

Feasibility Of Quantitative Relaxometry For Prostate Target Localization And Response Assessment In Magnetic Resonance-Guided Online Adaptive Stereotactic Body Radiotherapy, Ergys Subashi, Eve Locastro, Sarah Burleson, Aditya Apte, Michael Zelefsky, Neelam Tyagi

Faculty, Staff and Student Publications

Purpose: Multiparametric magnetic resonance imaging (MRI) is known to provide predictors for malignancy and treatment outcome. The inclusion of these datasets in workflows for online adaptive planning remains under investigation. We demonstrate the feasibility of longitudinal relaxometry in online MR-guided adaptive stereotactic body radiotherapy (SBRT) to the prostate and dominant intra-prostatic lesion (DIL).

Methods: Fifty patients with intermediate-risk prostate cancer were included in the study. The clinical target volume (CTV) was defined as the prostate gland plus 1 cm of seminal vesicles. The gross tumor volume (GTV) was defined as the DIL identified on multiparametric MRI. Online adaptive radiotherapy was …

Small-Molecule Ccr4 Antagonists In Cutaneous T-Cell Lymphoma, José S Enriquez, Xiaohong Wang, Loka Reddy Velatooru, Wei Han, Pedram Bijani, Xiao Ni

Faculty, Staff and Student Publications

Mycosis fungoides (MF) and Sézary syndrome (SS) are two most common types of cutaneous T-cell lymphoma (CTCL). Despite advances in understanding the pathogenesis of MF and SS, effective treatments remain limited. CC chemokine receptor-4 (CCR4) is highly expressed on CTCL cells and serves as a great therapeutic target. Mogamulizumab, an FDA-approved anti-CCR4 antibody, has shown efficacy in treating MF/SS; however, its side effects have raised concerns, underscoring the need for more effective and less toxic CCR4-targeted therapies. Although small-molecule CCR4 antagonists have been studied in other diseases involving CCR4⁺ Th2 cells and regulatory T cells, their effects in CTCL …

Evaluating Dynamic And Predictive Discrimination For Recurrent Event Models: Use Of A Time-Dependent C-Index, Jian Wang, Xinyang Jiang, Jing Ning

Faculty, Staff and Student Publications

Interest in analyzing recurrent event data has increased over the past few decades. One essential aspect of a risk prediction model for recurrent event data is to accurately distinguish individuals with different risks of developing a recurrent event. Although the concordance index (C-index) effectively evaluates the overall discriminative ability of a regression model for recurrent event data, a local measure is also desirable to capture dynamic performance of the regression model over time. Therefore, in this study, we propose a time-dependent C-index measure for inferring the model's discriminative ability locally. We formulated the C-index as a function of time using …

Mhc Hammer Reveals Genetic And Non-Genetic Hla Disruption In Cancer Evolution, Clare Puttick, Thomas P Jones, Michelle M Leung, Felipe Galvez-Cancino, Jiali Liu, Manuel Varas-Godoy, Andrew Rowan, Oriol Pich, Carlos Martinez-Ruiz, Robert Bentham, Krijn K Dijkstra, James R M Black, Rachel Rosenthal, Nnennaya Kanu, Kevin Litchfield, Roberto Salgado, David A Moore, Peter Van Loo, Mariam Jamal-Hanjani, Sergio A Quezada, Tracerx Consortium, Charles Swanton, Nicholas Mcgranahan

Faculty, Staff and Student Publications

Disruption of the class I human leukocyte antigen (HLA) molecules has important implications for immune evasion and tumor evolution. We developed major histocompatibility complex loss of heterozygosity (LOH), allele-specific mutation and measurement of expression and repression (MHC Hammer). We identified extensive variability in HLA allelic expression and pervasive HLA alternative splicing in normal lung and breast tissue. In lung TRACERx and lung and breast TCGA cohorts, 61% of lung adenocarcinoma (LUAD), 76% of lung squamous cell carcinoma (LUSC) and 35% of estrogen receptor-positive (ER+) cancers harbored class I HLA transcriptional repression, while HLA tumor-enriched alternative splicing occurred in 31%, 11% …

Biomarker Trajectory For Earlier Detection Of Lung Cancer, Ehsan Irajizad, Johannes F Fahrmann, Iakovos Toumazis, Jody Vykoukal, Jennifer B Dennison, Yu Shen, Kim-Anh Do, Edwin J Ostrin, Ziding Feng, Samir Hanash

Faculty, Staff and Student Publications

Background: To determine whether an algorithm based on repeated measurements of a panel of four circulating protein biomarkers (4 MP) for lung cancer risk assessment results in improved performance over a single time measurement.

Methods: We conducted data analysis of the 4 MP consisting of the precursor form of surfactant protein B, cancer antigen 125, carcinoembryonic antigen, and cytokeratin-19 fragment in pre-diagnostic sera from 2483 ever-smoker participants (389 cases and 2094 randomly selected non-cases) in the Prostate, Lung, Colorectal, Ovarian (PLCO) Study who had at least two sequential blood collections over 6 years. A parametric empirical Bayes (PEB) algorithm, which …

Meta-Analysis Of Censored Adverse Events, Xinyue Qi, Shouhao Zhou, Christine B Peterson, Yucai Wang, Xinying Fang, Michael L Wang, Chan Shen

Faculty, Staff and Student Publications

Meta-analysis is a powerful tool for assessing drug safety by combining treatment-related toxicological findings across multiple studies, as clinical trials are typically underpowered for detecting adverse drug effects. However, incomplete reporting of adverse events (AEs) in published clinical studies is frequently encountered, especially if the observed number of AEs is below a pre-specified study-dependent threshold. Ignoring the censored AE information, often found in lower frequency, can significantly bias the estimated incidence rate of AEs. Despite its importance, this prevalent issue in meta-analysis has received little statistical or analytic attention in the literature. To address this challenge, we propose a Bayesian …

Precision Imaging For Prostate Cancer Localization: How Multiparametric Ultrasound Stands Against Multiparametric Mri, Amr Mohammed, Priscilla Machado, Tania Siu Xiao, Aylin Tahmasebi, Mostafa Alnoury, Edouard Trabulsi, Ethan J. Halpern, John R. Eisenbrey, Flemming Forsberg

Department of Radiology Faculty Papers

Multiparametric MRI (mpMRI) is currently the standard imaging modality for the diagnosis of prostate cancer; however, studies have reported that targeted biopsy based on mpMRI may miss approximately 30% of clinically significant cases. Recent advances in ultrasound imaging have improved its accuracy for detection of prostate cancer. Newer techniques such as MicroUS, elastography, contrast-enhanced ultrasound (CEUS), and contrast ultrasound dispersion imaging (CUDI) have enabled a comprehensive, real-time, and relatively inexpensive approach to evaluate the prostate gland. Multiparametric ultrasound (mpUS) integrates multiple parameters from these techniques to generate multiparametric maps akin to those produced by mpMRI, to localize prostate cancer. This …

Evaluation Of Liver Fibrosis On Grayscale Ultrasound In A Pediatric Population Using A Cloud-Based Transfer Learning Artificial Intelligence Platform, Amr Mohammed, Aylin Tahmasebi, Sooji Kim, Mostafa Alnoury, Corinne E. Wessner, Tania Siu Xiao, Sharon W. Gould, Lauren A. May, Heidi Kecskemethy, David T. Saul, John R. Eisenbrey

Department of Radiology Faculty Papers

Objectives: The incidence of chronic liver diseases in children is increasing worldwide due to congenital, metabolic, autoimmune and viral diseases. Currently, liver biopsy for fibrosis assessment is considered the gold standard. However, this procedure is invasive, may result in unavoidable complications and is prone to sampling errors. These limitations have led to an increasing demand for noninvasive methods for fibrosis screening. Artificial intelligence integration in ultrasound diagnosis of liver fibrosis has gained interest in clinical research. In the current study we used a cloud-based artificial intelligence platform utilizing transfer learning to evaluate the accuracy of B-mode ultrasound based AI model …

A Guideline For Open-Source Tools To Make Medical Imaging Data Ready For Artificial Intelligence Applications: A Society Of Imaging Informatics In Medicine (Siim) Survey, Sanaz Vahdati, Bardia Khosravi, Elham Mahmoudi, Kuan Zhang, Pouria Rouzrokh, Shahriar Faghani, Mana Moassefi, Aylin Tahmasebi, Katherine Andriole, Peter Chang, Keyvan Farahani, Mona Flores, Les Folio, Sina Houshmand, Maryellen Giger, Judy Gichoya, Bradley Erickson

Department of Radiology Faculty Papers

In recent years, the role of Artificial Intelligence (AI) in medical imaging has become increasingly prominent, with the majority of AI applications approved by the FDA being in imaging and radiology in 2023. The surge in AI model development to tackle clinical challenges underscores the necessity for preparing high-quality medical imaging data. Proper data preparation is crucial as it fosters the creation of standardized and reproducible AI models while minimizing biases. Data curation transforms raw data into a valuable, organized, and dependable resource and is a fundamental process to the success of machine learning and analytical projects. Considering the plethora …

The Role Of The Basolateral Nuclear Complex & Central Nucleus Of The Amygdala In Fear-Conditioned Responses To External Stimuli And Anxiety Responses, Oluwaseyi A. Adelakun

Senior Theses

This thesis reviews the role of the amygdala, particularly the basolateral nuclear complex (BLA) and central nucleus (CeA), in fear-conditioned responses and generalized anxiety disorder (GAD). By investigating the neurological and physiological mechanisms that influence the amygdala’s fear and anxiety responses, further connections can be made between this region and other notable brain regions, like the prefrontal cortex (PFC). We review both human and rodent models to explore the overlap between the two and explore various therapeutic interventions that regulate amygdalar activity and therefore mitigate anxiety symptoms. Key research into the patient SM, who lacks fear responses due to bilateral …