Medical Specialties Commons^™

Social Media As Health Educator: An Assessment Of The Understandability And Accuracy Of Tiktok Content About Contraception, Julianna Coleman, Maetal Haas-Kogan, Andrea Pelletier, Rachel Stoddard, Natasha Johnson, Julia Beatini, Nora Sun, Alex Keuroghlian, Deborah Bartz

Department of Family & Community Medicine Faculty Papers

BACKGROUND: Contraception knowledge and attitudes are largely formed from conversations within one's social network. More recently, this network has expanded to include social media. As the fastest growing social media platform, we aimed to assess popular contraception videos on TikTok for content understandability, actionability and accuracy.

METHODS: This is a secondary analysis of the most viewed, contraception-specific TikTok videos that were previously coded as containing educational messaging in a content-analysis study. We assessed videos for understandability (ability to explain a key message) and actionability (identify what they can do to act on that message) using the Patient Education Materials Assessment …

Antithrombotic Efficacy And Bleeding Risks Of Vaccine-Induced Immune Thrombotic Thrombocytopenia Treatments, Halina H.L. Leung, Zohra Ahmadi, Brendan Lee, John Casey, Sumita Ratnasingam, Steven E. Mckenzie, Jose Perdomo, Beng H. Chong

Cardeza Foundation for Hematologic Research

Current guidelines for treating vaccine-induced immune thrombotic thrombocytopenia (VITT) recommend nonheparin anticoagulants and IV immunoglobulin (IVIg). However, the efficacy of these treatments remains uncertain due to case studies involving small patient numbers, confounding factors (eg, concurrent treatments), and a lack of animal studies. A recent study proposed danaparoid and heparin as potential VITT therapies because of their ability to disrupt VITT IgG-platelet factor 4 (PF4) binding. Here, we examined the effects of various anticoagulants (including unfractionated [UF] heparin, danaparoid, bivalirudin, fondaparinux, and argatroban), IVIg, and the FcγRIIa receptor-blocking antibody, IV.3. Our investigation focused on VITT IgG-PF4 binding, platelet activation, thrombocytopenia, …

Surgical Treatment Of Brachiocephalic Artery Aneurysm With Impending Rupture And Tracheal Communication, Soon Jin Kim, Kyung Hwa Kim, Jong Hun Kim, Tae Yun Kim

The Texas Heart Institute Journal

Brachiocephalic artery aneurysm is uncommon but may require surgery because it tends to enlarge, rupture, or cause symptoms related to thrombosis or compression. This case report describes a brachiocephalic artery aneurysm in a 72-year-old man who presented at the hospital with dyspnea and hemoptysis resulting from impending rupture and tracheal communication.

Association Between Various Types Of Corticosteroids And Mortality For Severe Community-Acquired Pneumonia In Adults: A Systematic Review And Network Meta-Analysis, Peng Wang, Jun Wan, Qiaoyu You, Yuxin Zheng, Wenhao Xu, Jialing He, Liyuan Peng, Cuyubamba Dominguez Jorge Luis, Yuning Feng, Ping Xu, Xinrong Li, Weelic Chong, Yang Hai, Lu Jia, Fang Fang, Yu Zhang

Department of Medical Oncology Faculty Papers

OBJECTIVE: This study aims to conduct a systematic review and network meta-analysis to evaluate the efficacy and safety of specific corticosteroids, including but not limited to hydrocortisone, methylprednisolone, prednisolone, and dexamethasone, in the treatment of severe community-acquired pneumonia (SCAP). Efficacy will be assessed using specific outcomes, such as 30-day mortality and the requirement for mechanical ventilation. Safety evaluations will include adverse events like gastrointestinal bleeding and healthcare-associated infections. The study seeks to address the gaps identified in the latest guidelines regarding the optimal use of different corticosteroid types and to provide recommendations for clinical practice.

DATA SOURCES: This study conducted …

Septal Wall Synthesis Is Sufficient To Change Ameba-Like Cells Into Uniform Oval-Shaped Cells In Escherichia Coli L-Forms, Masafumi Hayashi, Chigusa Takaoka, Koichi Higashi, Ken Kurokawa, William Margolin, Taku Oshima, Daisuke Shiomi

Faculty, Staff and Student Publications

A cell wall is required to control cell shape and size to maintain growth and division. However, some bacterial species maintain their morphology and size without a cell wall, calling into question the importance of the cell wall to maintain shape and size. It has been very difficult to examine the dispensability of cell wall synthesis in rod-shaped bacteria such as Escherichia coli for maintenance of their shape and size because they lyse without cell walls under normal culture conditions. Here, we show that wall-less E. coli L-form cells, which have a heterogeneous cell morphology, can be converted to a …

Neurohospitalist Core Competencies, Jana J Wold, Jetter Robertson, Jerome A Jeevarajan, Molly G Knox, Prateek Thatikunta, Guillermo E Solorzano, Kristin Galetta, Shefali Dujari, Tarini Goyal, Matthew E Ehrlich, Jonathan P Donnelly, Elizabeth Marriott, Vishal A Mandge, Roshni S Dhoot, Matthew W Luedke, Matthew B Maas, Margaret Y Yu, Michel Toledano, Rafid Mustafa, Jamie L Palaganas, Kathryn Kvam, Rachelle Dugue, Ethan Meltzer, Lahoud Touma, Maulik P Shah, Vanja C Douglas, Karen Orjuela, Brian J Scott, Joshua P Klein, David J Likosky, Jennifer R Simpson, Megan B Richie, Carolin Dohle, Jane G Morris, Carl A Gold

Faculty, Staff and Student Publications

The Neurohospitalist Core Competencies comprise a set of competency-based learning objectives that encapsulate the knowledge, skills, and attitudes of neurohospitalitists who specialize in the care of hospitalized patients with neurologic conditions. These competencies serve to characterize the rapidly expanding field of neurohospitalist medicine. The 27 chapters are divided into 3 sections entitled: neurological conditions, clinical interventions and interpretation of ancillary studies, and neurohospitalist role in the healthcare system. Each individual learning objective in the chapters describes a specific concept with an action verb to illustrate the behavior that the neurohospitalist exhibits. The individual neurohospitalist may not exhibit mastery in each …

Real-World Impact Of Emicizumab And Immunosuppression On Acquired Hemophilia A: A Multicenter Us Cohort, Jacqueline N Poston, Cassandra Bryan, Annette Von Drygalski, Kadhim Al Banaa, Jenny Y Zhou, Aric Parnes, Evan C Chen, Osman Khan, Patrick Ellsworth, Lorraine Cafuir, Christopher Walsh, Miguel A Escobar, James F Wu, Lynn M Malec, Craig M Kessler, Maissaa Janbain, Rebecca Kruse-Jarres

Faculty, Staff and Student Publications

Acquired hemophilia A (AHA) is an autoimmune bleeding disorder that is caused by factor VIII (FVIII) autoantibodies with high morbidity and mortality due to bleeding and complications from immunosuppression (IST). To address the real-world implications of the FVIII mimetic antibody, emicizumab, and the role of IST, we retrospectively collected de-identified data on 62 patients with AHA who were treated off-label with emicizumab for a median of 10 weeks at 12 US-based hemophilia treatment centers. Most patients (95.2%) had acute bleeding at diagnosis, and 62.9% had partial or no control of bleeds despite the use of hemostatic agents at the time …

Cardiac Amyloidosis Versus Other Restrictive Cardiomyopathies: A Retrospective Analysis Of Cardiovascular Outcomes And Arrhythmic Burden, Andrew Sagalov, Waqas Ullah, Yevgeniy Brailovsky, Michael Buhnerkempe, Steve Scaife, Abhishek Kulkarni, Mohamed Labedi, Shruti Hegde

Abington Jefferson Health Papers

BACKGROUND: The arrhythmic burden and cardiovascular risks of cardiac amyloidosis compared with other types of restrictive cardiomyopathies (RCM), such as hemochromatosis and cardiac sarcoid, have not been well characterized in the literature. An increase in emphasis on screening has resulted in more diagnoses of cardiac amyloidosis and a larger data pool to analyze the cardiovascular outcomes of this cardiomyopathy.

METHODS AND RESULTS: We queried the National Inpatient Sample (NIS) database to identify all adult patients diagnosed with cardiac amyloidosis or other RCM between the years 2016 and 2019. Discharge-weighted analysis using survey regressions accounts for discharge weights and characteristics found …

Comparing Neoantigen Cancer Vaccines And Immune Checkpoint Therapy Unveils An Effective Vaccine And Anti-Trem2 Macrophage-Targeting Dual Therapy, Sunita Keshari, Alexander S Shavkunov, Qi Miao, Akata Saha, Tomoyuki Minowa, Martina Molgora, Charmelle D Williams, Mehdi Chaib, Anna M Highsmith, Josué E Pineda, Sayan Alekseev, Elise Alspach, Kenneth H Hu, Marco Colonna, Kristen E Pauken, Ken Chen, Matthew M Gubin

Faculty, Staff and Student Publications

The goal of therapeutic cancer vaccines and immune checkpoint therapy (ICT) is to promote T cells with anti-tumor capabilities. Here, we compared mutant neoantigen (neoAg) peptide-based vaccines with ICT in preclinical models. NeoAg vaccines induce the most robust expansion of proliferating and stem-like PD-1+TCF-1+ neoAg-specific CD8 T cells in tumors. Anti-CTLA-4 and/or anti-PD-1 ICT promotes intratumoral TCF-1- neoAg-specific CD8 T cells, although their phenotype depends in part on the specific ICT used. Anti-CTLA-4 also prompts substantial changes to CD4 T cells, including induction of ICOS+Bhlhe40+ T helper 1 (Th1)-like cells. Although neoAg vaccines or ICTs expand iNOS+ macrophages, neoAg vaccines …

Modulation Of Energetic And Lipid Pathways By Curcumin As A Potential Chemopreventive Strategy In Human Prostate Cancer Cells, Michele Pellegrino, Maria Antonietta Occhiuzzi, Fedora Grande, Ilaria Stefania Pagani, Stefano Aquaro, Paola Tucci

Staff and Researcher Publications

In Western industrialized countries, prostate cancer (PCa) is the second most common malignant disease and prevalent cause of death for men. Epidemiological studies have shown that curcumin (CUR) either prevents PCa initiation or delays its progression to a more aggressive and treatment-refractory form, thus reducing related mortality. Our previous studies have proven the anticancer, antioxidant, and anti-inflammatory properties of CUR on PCa cells. However, there are few reports of the effect of CUR on energy and lipid pathways in PCa. Herein, we show that CUR can modulate the two metabolic energy pathways, increasing glycolytic reserve and reducing oxidative phosphorylation. Moreover, …

Enhancing Immune Response And Survival In Hepatocellular Carcinoma With Novel Oncolytic Jurona Virus And Immune Checkpoint Blockade, Mulu Z. Tesfay, Yuguo Zhang, Khandoker U. Ferdous, Mika A. Taylor, Aleksandra Cios, Randal S. Shelton, Camila C. Simoes, Chelsae R. Watters, Oumar Barro, Natalie M. Elliott, Bahaa Mustafa, Jean Christopher Chamcheu, Alicia L. Graham, Charity L. Washam, Duah Alkam, Allen Gies, Stephanie D. Byrum, Emmanouil Giorgakis, Steven R. Post, Thomas Kelly, Jun Ying, Omeed Moaven, Chiswili Y. Chabu, Martin E. Fernandez-Zapico, Dan G. Duda, Lewis R. Roberts, Rang Govindarajan, Mitesh J. Borad, Martin J. Cannon, Et Al

School of Graduate Studies Faculty Publications

Members of the Vesiculovirus genus including Jurona virus (JURV) have emerged as promising immunotherapeutic agents, characterized by their tumor selectivity, fast kinetics, low seroprevalence, and minimal toxicity in humans. Here, we demonstrate that the administration of JURV leads to tumor regression in both hepatocellular carcinoma (HCC) xenograft and syngeneic models. Furthermore, our findings indicate that combining JURV and anti-PD-1 therapy reduced tumor burden and improved survival rates over JURV or anti-PD-1 alone in an orthotopic HCC model. Proteogenomic analysis of JURV-treated, murine HCC tumors demonstrates that the therapeutic effects of the combination of JURV and anti-PD-1 are predominantly driven by …

Current Therapeutic Opportunities For Estrogen Receptor Mutant Breast Cancer, Murugesan Palaniappan

Faculty, Staff and Students Publications

Estrogen receptor α (ERα) drives two out of three breast cancers and therefore ERα is a major therapeutic target for ER-positive breast cancer patients. Drugs that inhibit ERα activity or block estrogen synthesis in the body are currently being used in the clinic to treat ER-positive breast cancer and have been quite successful in controlling breast cancer progression for the majority of patients. However, ER-positive breast cancer often becomes resistant to these endocrine therapies, leading to endocrine-resistant metastatic breast cancer, a very aggressive cancer that leads to death. Recent large-scale genomic studies have revealed a series of activating somatic mutations …

Cd4+ T Cells Drive Corneal Nerve Damage But Not Epitheliopathy In An Acute Aqueous-Deficient Dry Eye Model, Alexia Vereertbrugghen, Manuela Pizzano, Agostina Cernutto, Florencia Sabbione, Irene A Keitelman, Douglas Vera Aguilar, Ariel Podhorzer, Federico Fuentes, Celia Corral-Vázquez, Mauricio Guzmán, Mirta N Giordano, Analía Trevani, Cintia S De Paiva, Jeremías G Galletti

Faculty, Staff and Students Publications

Dry eye disease (DED) is characterized by a dysfunctional tear film in which the corneal epithelium and its abundant nerves are affected by ocular desiccation and inflammation. Although adaptive immunity and specifically CD4+ T cells play a role in DED pathogenesis, the exact contribution of these cells to corneal epithelial and neural damage remains undetermined. To address this, we explored the progression of a surgical DED model in wild-type (WT) and T cell-deficient mice. We observed that adaptive immune-deficient mice developed all aspects of DED comparably to WT mice except for the absence of functional and morphological corneal nerve changes, …

The Effectiveness Of Ultrasound-Indicated Cerclage For The Reduction Of Extreme Preterm Birth In Twin Pregnancies With A Short Cervix: A Systematic Review And Meta-Analysis, Lissa Van Gils, Renske Dutilh, Nerissa Denswil, Amanda Roman, Marjon A De Boer, Eva Pajkrt, Martijn A Oudijk

Department of Obstetrics and Gynecology Faculty Papers

OBJECTIVE: This study aimed to evaluate the effectiveness of cervical cerclage in women with a twin pregnancy and a midpregnancy asymptomatic short cervix (≤25 mm), in preventing preterm birth and improving neonatal outcomes.

DATA SOURCES: Systematic searches were conducted in MEDLINE, Embase, Web of Science, Scopus, and Cochrane Library up to April 17, 2023, updated in September and February 2024.

STUDY ELIGIBILITY CRITERIA: Included were randomized controlled trials, cohort studies, and case-control studies comparing cerclage with expectant management in twin pregnancies and an asymptomatic short cervix (≤25 mm).

METHODS: Risk of bias was assessed using the Newcastle-Ottawa Quality Assessment Scale …

Pharmacological Interventions Alone Versus Lifestyle Modifications For Reduction In Atrial Fibrillation, Cody Alan Pike Msn, Enp-C, Fnp-C, Cen, Cfrn, Ctrn, Margaret Harvey Phd, Aprn, Acnp-Bc, Chfn

Doctor of Nursing Practice Projects

Purpose/Background

Atrial fibrillation is considered the most common arrythmia affecting individuals globally with an estimated occurrence of 12.1 million individuals by 2030 in the US alone (Joglar et al., 2023). Recent evidence suggests lifestyle modification in combination with pharmacological therapy may decrease the overall financial and health burdens associated with atrial fibrillation (Elliot et al., 2023). The aim of this scoping review is to examine the existing literature to evaluate prescription only versus prescription and lifestyle modifications and its effect of reducing negative health outcomes and overall burden of atrial fibrillation diagnoses.

Methods

Ten articles from 2014 through 2024 were …

Identification Of Facilitators And Barriers For The Management Of Pediatric Asthma, Katherine E. Chike-Harris

MUSC Theses and Dissertations

Asthma is the most prevalent chronic disease of childhood. Understanding what factors impact access to asthma health care is important. The focus of this dissertation study was to understand the facilitators and barriers to asthma health care as viewed by pediatric primary care providers and caregivers of school-aged children with asthma. This dissertation consists of 3 manuscripts, the first is an integrative review based on the socioecological model that identified the facilitators and barriers to using telehealth for the management of asthma. The second is a quantitative study using electronic surveys to understand caregivers’ and pediatric primary care providers’ perception …

Statin Therapy For Primary And Secondary Prevention In Older Adults, Alicia Bao, Dean G. Karalis

Division of Cardiology Faculty Papers

PURPOSE OF REVIEW: Although statin therapy is well established to prevent atherosclerotic vascular disease (ASCVD) events in adults 40 to 75 years of age, it is less clear whether older adults benefit from statin therapy. The purpose of this review is to summarize the current evidence and guidelines on statin use for primary and secondary prevention in older patients.

RECENT FINDINGS: Moderate to high intensity statin therapy decreases cardiovascular event rates in older patients with or at risk for ASCVD. Cardiac biomarkers and coronary calcium scoring can identify older patients at higher ASCVD risk who may benefit from statin therapy. …

Using High-Frequency Oscillations From Brief Intraoperative Neural Recordings To Predict The Seizure Onset Zone, Behrang Fazli Besheli, Zhiyi Sha, Jay R Gavvala, Sacit Karamursel, Michael Quach, Chandra Prakash Swamy, Amir Hossein Ayyoubi, Alica M Goldman, Daniel J Curry, Sameer A Sheth, David Darrow, Kai J Miller, David J Francis, Gregory A Worrell, Thomas R Henry, Nuri F Ince

Faculty, Staff and Students Publications

BACKGROUND: While high-frequency oscillations (HFOs) and their stereotyped clusters (sHFOs) have emerged as potential neuro-biomarkers for the rapid localization of the seizure onset zone (SOZ) in epilepsy, their clinical application is hindered by the challenge of automated elimination of pseudo-HFOs originating from artifacts in heavily corrupted intraoperative neural recordings. This limitation has led to a reliance on semi-automated detectors, coupled with manual visual artifact rejection, impeding the translation of findings into clinical practice.

METHODS: In response, we have developed a computational framework that integrates sparse signal processing and ensemble learning to automatically detect genuine HFOs of intracranial EEG data. This …

Impact Of Vitamin D On Hyperoxic Acute Lung Injury In Neonatal Mice, Thu T Tran, Jonathan Davies, Richard A Johnston, Harry Karmouty-Quintana, Huiling Li, Caroline E Crocker, Amir M Khan, Joseph L Alcorn

Faculty, Staff and Students Publications

BACKGROUND: Prolonged exposure to hyperoxia can lead to hyperoxic acute lung injury (HALI) in preterm neonates. Vitamin D (VitD) stimulates lung maturation and acts as an anti-inflammatory agent. Our objective was to determine if VitD provides a dose-dependent protective effect against HALI by reducing inflammatory cytokine expression and improving alveolarization and lung function in neonatal mice.

METHODS: C57BL/6 mouse neonates were randomized and placed in room air or hyperoxic (85% O

RESULTS: Neonatal mice treated with VitD in hyperoxic conditions had improved weight gain, reduced pulmonary edema and increased alveolar surface area compared to untreated pups in hyperoxia. No significant …

Common Liver Conditions, Robert W Steele, Ryan T. Fischer

Pediatrics in Practice: A CME Podcast

In this episode, Dr. Ryan Fischer shares his expertise on genetic liver diseases affecting children. Explore the latest advancements in diagnostic techniques and treatments, including genetic screening and their impact on transplant outcomes. Tune in to understand the relationship between genetics and pediatric liver conditions in 2024.

Click here to stream the podcast episode.

Common Cases Of Diabetes, Robert W Steele, Ryan J. Mcdonough

Pediatrics in Practice: A CME Podcast

Click here to stream the podcast episode.

Administration Patterns Of Magnesium Sulphate For Women With Preeclampsia And Immediate Newborn Outcomes In Kawempe National Referral Hospital-Uganda: A Cohort Study, Christopher J. Burant, Shirley Moore, Carol Blixen, Martha Sajatovic

Faculty Scholarship

Background: Preeclampsia is the second leading cause of maternal death in Uganda. WHO recommends using magnesium sulphate (MgSO4) to prevent and treat preeclampsia with severe features (PEC) and eclampsia. MgSO4 is used to prevent eclampsia and treat women who experience an eclamptic convulsion to avoid severe maternal/infant illnesses and death. We set out to assess MgSO4 administration patterns in women with PEC or eclampsia and the immediate newborn outcomes of neonates. Methods: This was an analytical observational cohort study at Kawempe National Referral Hospital in Uganda. Two hundred ten pregnant mothers with PEC or eclampsia were recruited in the study …

Medial Prefrontal Cortex To Nucleus Reuniens Circuit Is Critical For Performance In An Operant Delayed Nonmatch To Position Task, Evan J Ciacciarelli, Scott D Dunn, Taqdees Gohar, T Joseph Sloand, Mark Niedringhaus, Elizabeth A West

Rowan-Virtua School of Osteopathic Medicine Departmental Research

Working memory refers to the temporary retention of a small amount of information used in the execution of a cognitive task. The prefrontal cortex and its connections with thalamic subregions are thought to mediate specific aspects of working memory, including engaging with the hippocampus to mediate memory retrieval. We used an operant delayed-non match to position task, which does not require the hippocampus, to determine roles of the rodent medial prefrontal cortex (mPFC), the nucleus reuniens thalamic region (RE), and their connection. We found that transient inactivation of the mPFC and RE using the GABA-A agonist muscimol led to a …

Association Of Type 2 Diabetes Mellitus With Sensorineural Hearing Loss - A Population-Based Analysis, Marwin Li, Natalie Perlov, Jena Patel, Dev Amin, Ayan Kumar, Zachary D. Urdang, Thomas O. Willcox, Rebecca C. Chiffer

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

OBJECTIVE: To test the hypothesis that patients with poorly controlled type 2 diabetes mellitus are more likely to develop sensorineural hearing loss (SNHL) than non-diabetic patients.

STUDY DESIGN: Retrospective cohort study.

SETTING: TriNetX US Collaborative Network (2003-2022).

METHODS: Electronic medical record data from the TriNetX US Collaborative Network was queried for subjects without prior hearing loss, defined using medical billing codes (ICD-10, CPT, etc.), who were diagnosed with type 2 diabetes mellitus after January 2003. Patients were stratified by most recent HbA1c (8.0-13.9% or ≥14.0%) and by age at diagnosis (21-30, 31-40, 41-50, 51-60, 61-70, ≥71 years). Primary outcome was …

Space: An Open-Source, Single-Cell Analysis Of Cell Painting Data, Fabio Stossi, Pankaj K Singh, Michela Marini, Kazem Safari, Adam T Szafran, Alejandra Rivera Tostado, Christopher D Candler, Maureen G Mancini, Elina A Mosa, Michael J Bolt, Demetrio Labate, Michael A Mancini

Faculty, Staff and Students Publications

Phenotypic profiling by high throughput microscopy, including Cell Painting, has become a leading tool for screening large sets of perturbations in cellular models. To efficiently analyze this big data, available open-source software requires computational resources usually not available to most laboratories. In addition, the cell-to-cell variation of responses within a population, while collected and analyzed, is usually averaged and unused. We introduce SPACe (Swift Phenotypic Analysis of Cells), an open-source platform for analysis of single-cell image-based morphological profiles produced by Cell Painting. We highlight several advantages of SPACe, including processing speed, accuracy in mechanism of action recognition, reproducibility across biological …

Increased Neuroinflammation And Compromised Blood Brain Barrier In A Mouse Model Of Autism, Amani S. Ikram, Rekha Jagadapillai, Idil Tuncali, Gregory N. Barnes, Evelyne Gozal

The Cardinal Edge

No abstract provided.

The Impact Of Cumulative And Acute Loading On Achilles Tendon Health, Performance, And Reported Pain In Collegiate Gymnasts, Julio Serrano Samayoa

Electronic Theses and Dissertations

Gymnasts are at a high risk of Achilles tendon (AT) injuries due to intense loads during takeoffs and landings. To better understand better the relationship between impact loading and its effects on tendon adaptation and athletic performance, this study uses Inertial Measurement Units (IMUs) to track AT loading across a collegiate gymnastics season. This data were compared against physiological and athletic performance metrics, obtained through force plates and ultrasound imaging, to explore how mechanical load influences reported pain and athletic performance. Results varied, with cumulative impacts being correlated with improved jump height (Spearman 0.362, Pearson 0.348), while peak power and …

Applications Of Computer Vision In Biomechanics And Orthopaedics, William Stewart Burton Ii

Electronic Theses and Dissertations

Machine learning has emerged as a key technology for enabling advanced computer vision systems. These systems now permeate many industries, and have enhanced traditional processes through autonomous interpretation of visual data. In the field of orthopaedics, the increasing prevalence of imaging highlights a need for similar tools. In many cases, however, direct translation of available frameworks fails to resolve the complex problems currently facing this field. Stringent performance requirements, complex visual environments, data scarcity, and implications for patient safety represent domain-specific factors which pose unique challenges to proven techniques. Novel approaches are needed to realize the full benefits of visual …

Editorial: Cardiogenic Shock: Basic And Clinical Consideration, Volume Ii, Umberto Di Dedda, Indranee Rajapreyar, J. Eduardo Rame, Clement Delmas, Paolo Meani

Division of Cardiology Faculty Papers

No abstract provided.

Improving Healthcare Utilization Models And Uncovering Health Behavior Patterns In Asian Americans Through Data Disaggregation, Luke Cho

Undergraduate Research Symposium Podium Presentations

Although Asian Americans are made up of 20+ distinct ethnicities with unique health outcomes, previous healthcare research has treated them as a monolithic group, covering up many important disparities in health outcomes and healthcare utilization patterns. This study examines how disaggregating Asian American health data by ethnicity improves models analyzing healthcare utilization patterns, focusing on routine physicals, dental checkups, alternative medicine consultations, and preference for ethnic concordance.

Using data from the 2015 Asian American Quality of Life survey (2,609 adults in Austin, Texas), binomial generalized linear models (GLMs) analyzed the impact of income, age, gender, insurance status, and ethnicity on …