Public Health Commons^™

How Do Young Adults With Drug Use Disorder (Dud) Utilize Treatment? Exploring And Examining Lived Experiences Towards Treatment Completion In Indonesia, Dewi Kartikawatiningsih

Electronic Theses & Dissertations (2024 - present)

In Indonesia which has the highest rate of drug addiction in Southeast Asia, there is currently little knowledge about how young adults perceive the barriers faced when completing treatment or how treatment providers' perspectives influence their treatment completion. Understanding and identifying barriers to treatment completion is essential to making drug treatment more effective. The purpose of this study is to explore the perspectives and live experiences of young adults with DUD and their addiction counselors to develop a deeper understanding of treatment needs. This study interviewed 33 clients and 15 counselors from the rehabilitation center of the Badan Nasional Narkotika …

Understanding Women's Access To And Utilization Of Syringe Service Programs, Annelisa E. Swiersz

Honors Undergraduate Theses

As of 2020, 138 million Americans ages 12 and over reported illicit drug use in their lifetime, with over 3 million of those people injecting drugs. There are risks for all people who use drugs, but people who inject drugs (PWID) pose specific risks such as hepatitis B, hepatitis C, and human immunodeficiency virus (HIV), with women who inject drugs (WWID) facing even more risks. WWID involved in sex work have a higher risk of HIV transmission and lack access to sterile injection devices and sexual and reproductive health services. To address these risks, syringe service programs (SSPs) were developed …

In Danger: Hiv Vaccine Research And Development In Europe, Roger Tatoud, Yves Lévy, Roger Le Grand, Jose Alcami, Giorgio Barbareschi, Christian Brander, Andrea Cara, Behazine Combadière, François Dabis, Sarah Fidler, Tomáš Hanke, Carolina Herrera, Gunilla B. Karlsson Hedestam, Hester Kuipers, Sheena Mccormack, Christiane Moog, Giuseppe Pantaleo, Laura Richert, Rogier W. Sanders, Robin Shattock, Hendrik Streeck, Rodolphe Thiebaut, Alexandra Trkola, Klaus Üeberla, Marit J. Van Gills, Ralf Wagner, Winfried Weissenhorn, Yazdan Yazdanpanah, Gabriella Scarlatti, Jean Daniel Lelièvre

Department of Obstetrics & Gynecology Faculty Publications

Highly effective antiretroviral-based HIV prevention plays an important role in ending the global HIV/AIDS epidemic. However, the sustainable control of the epidemic is hampered by unequal access to prevention options, including HIV testing, alongside with drug resistance and ongoing barriers to accessing sustainable HIV treatment. Therefore, an HIV vaccine, combined with effective prevention and treatment, remains an absolute necessity to control the epidemic. Yet, the recent discontinuation of four major vaccine efficacy studies is raising concerns about the future of HIV vaccine research and development globally, and particularly in the European region where funding for vaccine research and development has …

Association Of Maternity Care Deserts With Maternal And Pregnancy-Related Mortality, Rula Atwani, Lindsay Robbins, George Saade

Department of Obstetrics & Gynecology Faculty Publications

OBJECTIVE:

To evaluate the association between the level of maternity care access and maternal and pregnancy-related mortality.

METHODS:

This was a cross-sectional analysis of county-level data in the United States from January 2018 to December 2021. Using the level of maternity care access, we categorized counties into desert, low access, moderate access, and full access. The primary outcome of interest was maternal mortality rate per 100,000 live births. A secondary outcome was pregnancy-related mortality rate per 100,000 live births. Absolute risk differences and adjusted incidence rate ratios were calculated for maternal mortality and pregnancy-related mortality with multivariable negative binomial mixed-effects …

Association Between The Intensity Of Exercise In The First Trimester And Early Second Trimester And The Risk Of Gestational Diabetes, Takaki Tanamoto, Misa Hayasaka, Tetsuya Kawakita

Department of Obstetrics & Gynecology Faculty Publications

Objective

Although some studies show that exercise decreases the incidence of gestational diabetes mellitus (GDM), the optimal exercise intensity during pregnancy remains unclear. We examined GDM risk according to exercise intensity in pregnant individuals.

Methods

We analyzed data from the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers‐to‐Be (nuMoM2b), a prospective study enrolling nulliparous individuals in the first trimester. Participants with pregestational diabetes or delivery before 20 weeks were excluded. Exercise intensity during the first (6–13 weeks’ gestation) and early second (16–21 weeks’ gestation) trimesters was categorized by metabolic equivalent of task hours per week (MET‐hr/week) as none, low intensity (< 7.5), moderate intensity (7.5–14.9), or high intensity (≥ 15). The primary outcome was GDM; secondary outcomes included preeclampsia, gestational hypertension, preterm birth, small‐for‐gestational‐age birth, and stillbirth. Adjusted relative risks (aRRs) with 95% confidence intervals (CIs) were calculated using a generalized linear mixed‐effects model with a Poisson distribution and robust error variance, controlling for the random effects of individuals and potential confounders.

Results …

Association Of Mean Arterial, Systolic, And Diastolic Blood Pressure Trends In Early Pregnancy With Superimposed Preeclampsia With Severe Features In Pregnancies Complicated By Chronic Hypertension, Tetsuya Kawakita, Justin M. Leach, George R. Saade, Kim Boggess, Lorraine Dugoff, Brenna L. Hughes, Joseph Bell, Kjersti Aagaard, Rodney K. Edwards, Kelly Gibson, David M. Haas, Lauren Plante, Torri Metz, Brian Casey, Sherri Longo, Matthew K. Hoffman, Kara K. Hoppe, Methodius Tuuli, Michelle Y. Owens, Heather Frey, Todd Rosen, Uma M. Reddy, Wendy Kinzler, Emily Su, Iris Krishna, Mary E. Norton, Daniel Skupski, Yasser Y. El-Sayed, Ronald Librizzi, Mounira Habli, Shauna Williams, Gabriella Pridjian, David S. Mckenna, Sarah Osmundson, Joanne Quinones, Zorina Galis, Lorie Harper, Namasivayam Ambalavanan, Jeff M. Szychowski, Alan T.N. Tita

Department of Obstetrics & Gynecology Faculty Publications

OBJECTIVE: To evaluate the association of longitudinal systolic blood pressure (SBP), diastolic blood pressure (DBP), and mean arterial pressure (MAP) in early pregnancy with later development of superimposed preeclampsia with severe features in pregnancies complicated by mild chronic hypertension.

METHODS: This secondary analysis used data from the CHAP (Chronic Hypertension and Pregnancy) trial, a multicenter randomized controlled trial that involved pregnant individuals with chronic hypertension. Participants were categorized based on the development of superimposed preeclampsia with severe features. Longitudinal blood pressure measurements from enrollment to the development of superimposed preeclampsia with severe features or delivery were assessed using regression models. …

Longitudinal Assessment Of Fetal Myocardial Performance Index In Normal Pregnancy Using Spectral Tissue Doppler, R. Horgan, E. Sinkovskaya, E. Kalafat, G. Saade, A. Abuhamad

Department of Obstetrics & Gynecology Faculty Publications

Objective

Although spectral tissue Doppler imaging is recognized as the optimal method for assessing the fetal myocardial performance index (MPI), longitudinal reference ranges for fetal MPI measured using spectral tissue Doppler have not been established. Our objective was to use spectral tissue Doppler data to establish gestational-age-specific reference ranges from 12–33 weeks for left and right ventricular fetal MPI.

Methods

This was a prospective longitudinal study of women aged 18–35 years, with a body mass index below 30 kg/m² and a singleton pregnancy conceived spontaneously. Fetal MPI measurements were obtained in the first, second and third trimesters and MPI was …

Prevalence Of Depression And Its Coping Strategies Among Rural And Urban Geriatric Population, Mohit Negi, Smitha M C

Digital Journal of Clinical Medicine

Background: Aging is a natural process, and older age is a period in which most aspects of life require support from others. Globally, Depression is a serious public health concern among elderly populations. The aim of this study was to estimate the prevalence of depression and its coping strategies among geriatric population and to evaluate the association between socio-demographic factors and level of depression.

Methods: A cross-sectional study was conducted among 410 study participants in both rural and urban areas. Geriatric Depression Scale (GDS-15) was used to measure the depression and brief-COPE (28-items) scale was used to measure the coping …

Myocardial Infarction Trends Following Covid-19 Vaccination: A Retrospective Investigation From India, Hema S. Pinnam, Hrithika Madhavan, Jagarlamudi Harshitha, Vikram Patil, Harshita Tiwari, Isha A. Kumthekar, Jampala Sri Mounya

Digital Journal of Clinical Medicine

Background: The relationship between COVID-19 vaccination and the incidence of myocardial infarction remains a topic of debate. The study aimed to analyze the demographic, clinical, and outcome characteristics of MI patients post-vaccination in India, focusing on differences between Covishield and Covaxin recipients.

Methods: The retrospective observational study included 303 MI patients admitted to a tertiary care center. Data were collected on demographics, comorbidities, vaccination status, ICU admissions, and outcomes. The Charlson Comorbidity Index (CCI) was used to assess disease severity. Statistical analyses evaluated the associations between vaccination status, clinical parameters, and mortality.

Results: Among the study population, 74.3% were males, …

Establishing Psychiatry Clubs: Novel Approach To Enhance Psychiatry Teaching Learning In India, Akuti Khanna, Kishor M

Digital Journal of Clinical Medicine

Despite the fact that over 150 million Indians suffer from psychiatric disorders, the country faces a severe shortage of mental health professionals, with less than 1,300 psychiatrists graduating annually. One such solution is the establishment of Psychiatry Clubs in medical colleges, which can significantly enhance awareness, education, and community engagement in mental health. The Psychiatry Club at JSS Medical College, Mysuru, established on October 10, 2023, aims to promote mental well-being, provide peer support, as well as foster professional development through workshops, seminars, and collaborations with other mental health professionals and other student led organisations. These clubs offer a sustainable …

Practices Of Food Taboo And Food Faddism During Antenatal And Postnatal Period In Rural And Urban Areas, Kruthka Bn Ms, Smitha Chandrashekarappa, Manasa K

Digital Journal of Clinical Medicine

Introduction: Food faddism and taboos greatly influence pregnancy, childbirth, breastfeeding, etc. Hence, this study was undertaken to assess food taboos and food faddism practiced in the urban and rural field areas of Mysuru.

Methodology: It is a cross-sectional study conducted among antenatal and postnatal women in the Mysuru district, with a sample size of 200 participants. The data was collected using a standardized validated, pre-structured questionnaire. The data obtained was analyzed using SPSS V.22. Descriptive statistics like mean, Standard deviation, proportion, etc were used and inferential statistics like chi-square analysis/Fischer exact test were used to know the association of socio-demographic …

Assessment Of Effectiveness And Evaluation Of Perception Among Students Towards Flipped Classroom Learning: A Prospective Study., Nagaraja Prasad Sai, Vedavathi Hanumaiah, Shreenivas Prabhakar Revankar, Shruthi S. Lingesh, Avanthi Eshwar

Digital Journal of Clinical Medicine

BACKGROUND: Flipped learning (FL) is a teaching learning approach in andragogy. In FL students are involved in self-directed learning with the teacher acting as a facilitator and a moderator. Introduction of Competency Based Medical Education led many educators to shift from traditional teaching to blended teaching learning methods. This study was conducted to assess effectiveness and evaluate students’ perception towards FL.

AIM AND OBJECTIVES: To assess effectiveness of FL teaching in improvement of student scores and to evaluate student’s perception towards FL teaching.

MATERIALS AND METHODS: Pre-class activities included study materials in the form of PowerPoint slides …

Evaluating The Role Of Staff Nurses In Integrating Traditional And Alternative Medicine: Patients’ Perspectives From Rural Mysuru, Kaustubh Gaur, Jesymol Joy, Renuka M

Digital Journal of Clinical Medicine

Background: In rural India, nurses play a pivotal role as primary healthcare providers, due to limited physician availability. Their responsibilities often extend beyond routine care to include guiding patients in both modern and traditional healthcare approaches. However, there remains limited insight into how patients perceive this expanded role. This study aims to evaluate patients' perspectives on the role of nursing staff as primary healthcare providers in South Indian rural hospitals.

Methods: A cross-sectional study was conducted over a three-month period in the rural and urban field practice areas of JSS Medical College. A total of 256 adult patients who …

Changing Climate, Changing Health: Perspectives From General Population In Mysuru, Lekhashree A, Manirsha P V, Paranthaman Chinnasamy, Srishti Arya, Sunil Kumar D

Digital Journal of Clinical Medicine

Background: Climate change has emerged as a major public health concern, contributing to rising morbidity and mortality worldwide. In India, increasing heat waves, unpredictable rainfall, and deteriorating air quality have intensified climate-sensitive health conditions. This study aims to assess the health impacts of climate change among the general population of Mysuru.

Methodology: A community-based cross-sectional study was conducted among 400 residents of Mysuru (April–June 2024). Participants were recruited through simple random sampling. Data were collected using a pre-tested semi-structured questionnaire via Google Forms. Analysis was performed using SPSS v26, with descriptive and inferential statistics.

Results: Among 400 participants, …

Use Of Augmented Reality For Mosquito Breeding Sites Identification, Venant Niyonkuru, Sylla Sekou, Jimmy J. Sinzinkayo

Digital Journal of Clinical Medicine

An augmented reality app is used for detecting the possible breeding locations of mosquitoes in different settings precisely. With the aid of the advanced augmented vision technology, the AR system recognizes water-containing containers that are frequent breeding places for mosquitoes according to the visual information obtained through a head-mounted display. It then overlays visual highlights and labels directly onto these containers within the user's field of view, allowing one to instantly identify and spot breeding sites in real time. By combining state-of-the-art AR functionality with powerful computer vision algorithms, the method provides real-time visual feedback for identifying and tagging mosquito …

A Cross-Sectional Study Of The Correlation Between Working Models, Work-Life Balance And Psychological Distress In It Professionals In An Urban Setting., Neeharika Krishna Kumar, Ponnammal Sundar Lakshmi, Vathsalya S. Gowda, Kshamaa Haradanahalli Giriprakash, Manju Aswath

Digital Journal of Clinical Medicine

Background: India makes up more than 19% of the global Information Technology (IT) Market. The health and well-being of the population employed in this sector will affect their productivity at work and, in turn, the economic outcome. Changes in working models and altered work-life balance can lead to increased distress in IT Professionals, hence the current study.

Methodology: The current cross-sectional descriptive study assessed 247 IT professionals. A semi-structured questionnaire was used for socio-demographic details, working models and work-life balance. Kessler Psychological Distress Scale (K10) Plus was used to assess psychological distress. Statistics and correlations were done using SPSS 20. …

A Study Of Electrocardiogram And Echocardiography Parameters Of Post Covid – 19 Patients, Venkateswararao K, Durga Prasad Sadhupati

Digital Journal of Clinical Medicine

Background: Coronavirus Disease – 2019 [COVID-19] infection is multisystem disease not restricted to the lungs it has negative impact on Cardiovascular system by activation of ACE-2 receptors causing plaque stability, vascular inflammation and MI. ECG and 2D ECHO is a simple bed side diagnostic test can be used to assess cardiovascular disease involvement in such patients. We aimed to find out ECG and 2D ECHO abnormalities of Covid – 19 patients. To Study relation of SARS-COV-2 infection and Prevalence of Cardiovascular disease.

Methods: We perform Cross Sectional study among 500 Post Covid – 19 patients [>20 and

Results: Out …

Subclinical Myocardial Disease: The Next Frontier In Cardiovascular Prevention., Param Darpan Sheth, Chandana S., Nimrah Rehman

Digital Journal of Clinical Medicine

Subclinical myocardial disease refers to pathological cardiac changes that precede overt symptoms. It represents an emerging frontier in cardiovascular disease prevention; wherein early detection of myocardial dysfunction could allow timely intervention to avert heart failure (HF) and other outcomes. This narrative review summarizes the current and emerging tools for detecting subclinical myocardial disease, including advanced cardiac imaging and circulating biomarkers, and discusses their potential to improve risk stratification and preventive care in asymptomatic high-risk individuals. Novel echocardiographic measures such as global longitudinal strain (GLS) can unmask subtle systolic dysfunction despite preserved ejection fraction, while cardiac magnetic resonance (CMR) tissue mapping …

Comparison Of Transversus Abdominis Plane Block Versus Intrathecal Clonidine In Lower Segment Caesarean Section - A Prospective Observational Study, Christy Maria Paul, Dr Somsundar R G Associate Professor, Dr Archana B N Assistant Professor, Dr. Shivakumar G Pofessor And Hod

Digital Journal of Clinical Medicine

Comparison of Transversus Abdominis Plane Block versus Intrathecal Clonidine in Lower Segment Caesarean Section - A Prospective Observational Study

Background and Objective: In the majority of abdominal procedures, transverse abdominis plane block, one of the fascial plane blocks, has been used extensively to treat post-operative pain. Ultrasound has gained popularity in the management of cesarean patients due to its ease of use and reduced adverse effects.To assess the effectiveness of ultrasound guided transverse abdominus plane block with intrathecal clonidine for post surgical pain control in lower segment cesarean patients.

Material and Methods: This prospective observational study was done in …

The Relationship Between Food Insecurity And Low Birthweight Across Us Counties And Related Racial Disparities, Marissa A. Beldon, Shondra L. Clay, M. Courtney Hughes, Kathryn Mazurek

Faculty Articles, Papers, and Other Scholarship

Objective

To explore the relationship between low birthweight (LBW) and food insecurity across US counties and determine whether this relationship differs between Black and White women.

Methods

LBW data was derived from the 2013–2019 National Center for Health Statistics and National Vital Statistics System Birth Files. Food insecurity data was derived from Feeding America’s 2013–2019 Map the Meal Gap project. Analyses included descriptive statistics and regression models.

Results

Data were available for 3037 US counties. Food insecurity significantly predicted county-level LBW (t(3035) = 44.48, P <  .001) and explained 39.46% of the variance in LBW (F(13,035) = 1978.03, P <  .001, R = .63). Food insecurity predicted LBW for …

Modeling Vaccination Strategies And Intervention Impacts On Infectious Disease Dynamics, Elizabeth B. Amona

Theses and Dissertations

This dissertation explores how mathematical and statistical modeling can inform vaccination strategies and evaluate the impact of interventions during infectious disease outbreaks. Motivated by the challenges observed during the COVID-19 pandemic, the research integrates compartmental modeling, Bayesian inference, and agent-based simulation to assess policy effectiveness and disease control across varying contexts. The first study develops a SEIRDV model that incorporates government interventions and vaccination rollout to examine COVID-19 dynamics in Qatar. A Bayesian approach is used to estimate parameters and compute time-varying transmission rates. The model captures shifts in transmission following policy changes and quantifies the reduction in deaths attributable …

Place, Culture, And Care: A Socioecological Examination Of Type 2 Diabetes Among Hispanics In The U.S., Danielle Montoya

Theses and Dissertations

Introduction: Type 2 diabetes (T2D) disproportionately affects U.S. Hispanic populations. This dissertation examined whether structural determinants fundamentally drive T2D disparities among Hispanics, with attention to within-group racial heterogeneity.

Methods: Three studies utilized nationally representative data. Study 1 examined neighborhood segregation and ethnic enclave residence associations with T2D using restricted NHANES data (2011-2018, n=5,056). Study 2 investigated acculturation and T2D associations using restricted NHANES data (2011-2018, n=4,540). Study 3 analyzed patient-provider racial/ethnic concordance and adequate diabetes care using MEPS data (2008-2021, n=17,138).

Results: Structural factors demonstrated primacy across all studies. Neighborhood segregation (aOR=1.17, p>0.05) and ethnic enclave residence showed no …

Comparing Patency Of Pulmonary Stent Implantation And Balloon Angioplasty In Pulmonary Vein Stenosis: A Systematic Review And Meta-Analysis, Izza Batool, Muhammad K. Khan, Muhammad Zohaib, Ibrahim A. Khan, Syed A. A. Bukhari, Shreeja Shah, Khaled Harmouch, Hussam Al Hennawi, Bruce D. Klugherz

Abington Jefferson Health Papers

Pulmonary vein stenosis (PVS) is an insidious diagnosis associated with morbidity and mortality. Pharmacologic therapy may suffice initially, but advanced stages demand mechanical intervention. Pulmonary stent implantation (PSI) and pulmonary balloon angioplasty (PBA) are common strategies, both carrying restenosis risks. This meta‐analysis compares PSI and PBA to determine the superior revascularization strategy. We systematically searched databases until November 2023, identifying 11 studies with 780 patients. Studies, including those involving patients undergoing balloon angioplasty (BA) or stent angioplasty (SA) for PVS, were selected. Case reports, editorials, and cross‐sectional studies were omitted. Primary outcomes included restenosis requiring reintervention, 5‐year freedom from restenosis, …

Black Birth Work As Radical Praxis: A Hermeneutic Phenomenological Inquiry Of Leadership Among Black Birth Workers, Lesa C. Clark

Antioch University Dissertations & Theses

This hermeneutic phenomenological study explores the leadership experiences of Black birth workers (BBWs), revealing critical insights into leadership dynamics within maternal healthcare. Through a theoretical framework integrating African feminism, Black feminism, and anti-racist feminism, the research examines how BBWs conceptualize and enact leadership through embodied, relational, and liberatory approaches. This study addresses a significant gap in leadership literature, particularly regarding generational knowledge and practices of BBWs, which remain understudied despite their vital role in Black maternal healthcare. This study reveals distinct leadership perspectives and methodologies through in-depth interviews with eight BBWs and a detailed interpretive analysis. The findings contribute to …

Stigma Of Obesity And Healthcare Utilization, Moya A. O'Leary

Antioch University Dissertations & Theses

The impact of personal factors on healthcare utilization is an essential area of research to improve overall health outcomes among the population. This study explored the relationship between perceived stigma and healthcare avoidance among men and evaluated the relationship between self-reported body mass index (BMI) and avoidance of healthcare appointments due to weight-related stigma and other reasons. This study found no significant relationship between BMI and avoidance of preventive medical appointments due to perceived stigma. However, men from all weight categories endorsed avoiding preventive healthcare appointments due to weight-related reasons and for other reasons. This study explored the reported reasons …

Journey To Well-Being: An Exploration Of Thrivership Post-Domestic Violence, Kader Gumus

Antioch University Dissertations & Theses

Domestic violence profoundly affects multiple facets of a survivor’s life. While most existing literature on survivorship addresses the immediate aftermath of domestic violence, this study delves into the extended process following the trauma of abuse to attain “thrivership,” a new concept in the scholarly and practice literature that emphasizes enduring well-being and flourishing. This dissertation examines the journeys from surviving to thriving for 13 women who transformed themselves and their lives to achieve well-being after traumatic domestic violence. Bronfenbrenner’s ecological systems theory was applied to examine the multiple layers of environmental influences on an individual’s development, including the micro, meso, …

Disparities In Maternal Healthcare: Examining The Impact Of Social Determinants Of Health On Provider Care Quality, Rishita Anumukonda

Honors Undergraduate Theses

Poor maternal health outcomes among racially and socioeconomically marginalized populations are a major public health concern in the United States. Effective clinician discussions during prenatal and postpartum care play an essential role in promoting maternal and infant well-being. However, the content of provider-patient discussions in maternal care and how it varies for patients exposed to different social determinants of health has not yet been well explored. This study aims to examine whether healthcare provider discussions about key maternal health topics, including preventative health tips, risk factors, and available resources, differ based on social factors such as income level and race. …

A Data-Driven Sliding-Window Pairwise Comparative Approach For The Estimation Of Transmission Fitness Of Sars-Cov-2 Variants And The Construction Of The Evolution Fitness Landscape, Md Jubair Pantho, Richard Annan, Landen Alexander Bauder, Sophia Huang, Letu Qingge, Hong Qin

Computer Science Faculty Publications

Estimating the transmission fitness of SARS-CoV-2 variants and understanding their evolutionary fitness trends are important for epidemiological forecasting. Existing methods are often constrained by their parametric natures and do not satisfactorily align with the observations during COVID-19. Here, we introduce a sliding-window data-driven pairwise comparison method, the differential population growth rate (DPGR) that uses viral strains as internal controls to mitigate sampling biases. DPGR is applicable in time windows in which the logarithmic ratio of two variant subpopulations is approximately linear. We apply DPGR to genomic surveillance data and focus on variants of concern (VOCs) in multiple countries and regions. …

Cath-Ddg: Towards Robust Mutation Effect Prediction On Protein-Protein Interactions Out Of Cath Homologous Superfamily, Guanglei Yu, Xuehua Bi, Teng Ma, Yaohang Li, Jianxin Wang

Computer Science Faculty Publications

Motivation: Protein-protein interactions (PPIs) are fundamental aspects in understanding biological processes. Accurately predicting the effects of mutations on PPIs remains a critical requirement for drug design and disease mechanistic studies. Recently, deep learning models using protein 3D structures have become predominant for predicting mutation effects. However, significant challenges remain in practical applications, in part due to the considerable disparity in generalization capabilities between easy and hard mutations. Specifically, a hard mutation is defined as one with its maximum TM-score < 0.6 when compared to the training set. Additionally, compared to physics-based approaches, deep learning models may overestimate performance due to potential data leakage.

Results: We propose new training/test splits that mitigate data leakage according to the CATH homologous superfamily. Under the constraints of physical …

Reflections On Directing 25 Years Of The Annual Transition Conference, Albert C Hergenroeder

Faculty, Staff and Students Publications

Albert C. Hergenroeder, MD, Professor of Pediatrics, Chief, Adolescent Medicine and Sports Medicine, Baylor College of Medicine The paper is based on the author's opening address for the 25th annual Chronic Illness and Disability: Transition from Pediatric to Adult-based care conference at Baylor College of Medicine/Texas Children's Hospital conference delivered October 10, 2024.