Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Title: Professional Socialization And Development Of Athletic Training Professional Program Directors, N A. Wilkins, K D. Pagnotta, L Kunkel, S David, A B. Thrasher

Clinical Practice in Athletic Training

Introduction: The role of Program Directors (PD) has vastly expanded over the last decade to meet the evolving demands of athletic training education and higher education. While specific responsibilities such as programmatic planning and accreditation maintenance are directly outlined in accreditation standards, PDs often assume additional institutional and programmatic responsibilities that now include recruitment and retention efforts, mentorship of faculty and students, curriculum design and mapping, and other administrative tasks. Previous research demonstrates athletic training faculty have little formalized training in administrative roles, and Coordinators of Clinical Education (CCEs) desired more support and development for that role. Little research exists …

Strength Assessment Protocol In Pre-Professional Ballet Dancers, Simona Di Nardo, Ivan Mascio

Clinical Practice in Athletic Training

Purpose: This research project aimed to investigate the effects, particularly regarding the ability to generate force, that could emerge following a ballet class. The purpose of the study was to support the thesis that low levels of fitness and performance in professional and amateur dancers, should be considered a significant gap that needs to be addressed. Larger will be the gap and bigger will be the demand of a dancer to be prepared athletically. While the shorter the gap and more efficient the artistic side of the dance performance will be. As a result, a stronger and healthier body will …

Characteristics Of Athletic Trainers That Are Satisfied And Dissatisfied With Their Compensation, K Ef Mair, J P. Young, L E. Eberman

Clinical Practice in Athletic Training

Introduction: Job satisfaction among athletic trainers (ATs), particularly in relation to compensation, is a critical factor influencing retention and career fulfillment. Examining the factors linked to earnings satisfaction may offer insight into how workplace conditions can be improved to better support ATs. The purpose of our study was to investigate the attributes that distinguish ATs content with their compensation from those who are dissatisfied. Methods: We used a cross-sectional, web-based survey to gather AT compensation data, of which 1,887 participants responded to a question regarding their satisfaction with compensation. Respondents were divided into two groups based on their satisfaction with …

The Effects Of A Joint Reduction Trainer On Confidence Levels In Professional Athletic Training Students, T Franklin, S Hacherl

Clinical Practice in Athletic Training

Introduction: Dislocations are common injuries managed by athletic trainers, yet athletic training students are unlikely to practice reduction techniques during clinical experiences. Current standards set by the Commission on Accreditation of Athletic Training Education require accredited programs to prepare students to manage patients with dislocations, including joint reductions. Research indicates the use of simulation techniques, such as joint reduction simulators, in education can fill clinical experience gaps and improve student confidence and skills. Shoulder dislocations make up nearly 50% of dislocations with several reduction techniques identified in the current literature. The use of a joint reduction simulator may provide athletic …

Effect Of Steroids On The Progression Of Alzheimer's Dementia: A Retrospective Chart Review., Julijana Zoran Conic, Alexandra Chetty, Lily Chen, Audrey Marsh, Sean Barry, Rodney Pattabhi, Thomas Reske, Erwin Aguilar, Lobna Ali

School of Medicine Faculty Publications

Objectives: Alzheimer's disease (AD) is a prevalent age‐related neurodegenerative disease that affects millions of individuals in the United States. Neuroinflammation is a driver of the neurodegenerative changes that characterize AD, prompting interest in how inflammation can be modulated for treatment and prevention. Methods: ICD‐10 codes were quarried from electronic medical records to identify patients diagnosed with AD from 2012 to 2020. The patients were then divided into those who used systemic steroids and those who did not before the progression of their disease. Data on medication prescribed was used to measure the disease's progression. Clinical findings and laboratory results were …

Religion And Attitudes Toward Xenotransplantation: Results Of A Nationwide Survey In The United States., Daniel J Hurst, Luz A Padilla, Amanda Zink, Brendan Parent, Laura L Kimberly

Rowan-Virtua School of Osteopathic Medicine Departmental Research

Religious viewpoints have been shown to influence the ways in which many persons approach medical decision-making and have been noted as a potential barrier to xenotransplantation acceptance. This study sought to explore how attitudes toward xenotransplantation differ among various religious beliefs. A national Likert-scale survey was conducted in 2023 with a representative sample in the United States. Religious belief was self-reported. Regression analysis was used to identify associations with religious belief and hesitations about xenotransplantation. Five thousand and eight individuals across the United States responded to the survey. The two biggest concerns about xenotransplantation across religious groups were the current …

Longitudinal Changes In Positive Airway Pressure Device Use After Metabolic Surgery: A 3-Year Matched Cohort Study Of National Claims Data, Michael Kachmar, Elizabeth Wall-Wieler, Yuki Liu, Feibi Zheng, Prachi Singh, Vance L. Albaugh

School of Medicine Faculty Publications

BACKGROUND: Metabolic surgery (MS) is the most durable treatment of obesity and can treat obstructive sleep apnea (OSA). OBJECTIVES: To compare trajectories of positive airway pressure (PAP) device use between individuals who had MS and similar individuals who did not have MS (non-MS). SETTING: Merative MarketScan Research Databases - a US-based commercial claims database. METHODS: Those who underwent MS were matched 1:1 with nonoperative controls on baseline demographic and health characteristics. PAP use trajectories were examined in the 3years after the index dates and stratified by baseline PAP use. RESULTS: A total of 8772 adults who had MS were matched …

Blunt And Penetrating Trauma In Resource-Limited Settings: Challenges, Innovations, And Opportunities For Improvement​, Tallon Muhlestein

Annual Research Symposium

This literature review explores key challenges with innovative solutions to managing blunt and penetrating trauma in resource-limited settings. Healthcare gaps can be closed in resource-limited settings through technology advances and these innovative solutions.

The Impact Of Teleophthalmology On Underserved Populations: A Review Of Literature, Rutu H. Vyas, Marietta Kaloyan, Brian Leung, Isha Gondi, Yinwen Wang, Sherli Chenthittayil

Annual Research Symposium

No abstract provided.

Mhealth App To Promote Healthy Lifestyles For Diverse Families Living In Rural Areas: Usability Study, Alejandra Perez Ramirez, Adrian Ortega, Natalie Stephenson, Angel Muñoz Osorio, Anne E Kazak, Thao-Ly Phan

Department of Pediatrics Faculty Papers

BACKGROUND: Mobile Integrated Care for Childhood Obesity is a multicomponent intervention for caregivers of young children with obesity from rural communities that was developed in collaboration with community, parent, and health care partners. It includes community programming to promote healthy lifestyles and address social needs and health care visits with an interdisciplinary team. A digital mobile health platform-the Healthy Lifestyle (Nemours Children's Health) dashboard-was designed as a self-management tool for caregivers to use as part of Mobile Integrated Care for Childhood Obesity.

OBJECTIVE: This study aimed to improve the usability of the English and Spanish language versions of the Healthy …

Transcranial Magnetic Stimulation As A Treatment Modality For Functional Bowel Disorder And Irritable Bowel Syndrome And Possible Correlations With The Gut-Brain Axis: A Review, Lauren Draper, Devin Pfister, Ethan Zaugg

Annual Research Symposium

Functional Bowel Disorders (FBD), including Irritable Bowel Syndrome (IBS), are highly prevalent gastrointestinal conditions classified as Disorders of Gut-Brain Interactions (DGBIs) under the Rome IV criteria. These conditions, marked by abdominal pain, altered bowel habits, and significant psychological comorbidities, present substantial challenges in both diagnosis and treatment. Conventional therapies primarily target gut-centric mechanisms but often yield limited efficacy, underscoring the need for approaches that account for the complex interplay of the gut-brain axis in DGBI pathophysiology.

Hidradenitis Suppurativa Is Associated With An Increased Risk Of Adverse Cardiac Events And All-Cause Mortality, Thomas Z. Rohan, Ramsay Hafer, Teresa Duong, Rishob Dasgupta, Sherry Yang

Department of Dermatology and Cutaneous Biology Faculty Papers

Background: Hidradenitis suppurativa (HS) has been previously associated with greater rates of major adverse cardiac events (MACEs) compared to the general population. This study aims to better elucidate the association between HS, MACEs, and other cardiovascular diseases. Methods: We utilized TriNetX, a global database of electronic health records, to conduct a retrospective cohort study. HS patients were matched on demographic and cardiovascular disease risk factors to both healthy and psoriasis groups as controls. Results: After adjusting for cardiovascular disease risk factors, HS patients had a relative risk (RR) (95% CI) of 2.06 (1.83-2.32) for myocardial infarction, 1.62 …

Applications Of Machine Learning-Driven Molecular Models For Advancing Ophthalmic Precision Medicine, Rahul Kumar, Joshua Ong, Ethan Waisberg, Ryung Lee, Tuan Nguyen, Phani Paladugu, Maria C. Rivolta, Chirag Gowda, John V. Janin, Jeremy Saintyl, Dylan Amiri, Ansh Gosain, Ram Jagadeesan

SKMC Student Presentations and Publications

Ophthalmic diseases such as glaucoma, age-related macular degeneration (ARMD), and optic neuritis involve complex molecular and cellular disruptions that challenge current diagnostic and therapeutic approaches. Advanced artificial intelligence (AI) and machine learning (ML) models offer a novel lens to analyze these diseases by integrating diverse datasets, identifying patterns, and enabling precision medicine strategies. Over the past decade, applications of AI in ophthalmology have expanded from imaging-based diagnostics to molecular-level modeling, bridging critical gaps in understanding disease mechanisms. This paper systematically reviews the application of AI-driven methods, including reinforcement learning (RL), graph neural networks (GNNs), Bayesian inference, and generative adversarial networks …

Durable Responses To Immune Checkpoint Inhibitor-Based Regimens For Metastatic Clear Cell Renal Cell Carcinoma Stratified By Imdc Risk Groups: A Pooled Analysis Of Four Randomized Phase 3 Trials, Albert Jang, Jeffrey Y. Zhong, Hamsa L.S. Kumar, Kevin K. Zarrabi, Alec Zhu, Abby L. Grier, Adam Calaway, Jonathan E. Shoag, Laura Bukavina, Angela Y. Jia, Prateek Mendiratta, Iris Y. Sheng, Santosh Rao, Jason R. Brown, Jorge A. Garcia, Seunghee Margevicius, Pingfu Fu, Pedro C. Barata

Department of Medical Oncology Faculty Papers

Background: An immune checkpoint inhibitor (ICI) backbone is a standard of care for frontline metastatic clear cell renal cell carcinoma, involving either ICI doublet or tyrosine kinase inhibitor (TKI) with ICI. These phase 3 trials used a sunitinib control arm. The optimal regimen is uncertain. Objective: To compare long-term responders of these trials using extended follow-up data stratified by International Metastatic RCC Database Consortium risk group. Methods: Phase 3 trial data (CheckMate 214, KEYNOTE-426, CheckMate 9ER, and CLEAR) with a minimum follow-up of four years was used. Pseudo individual patient data (IPD) was obtained from Kaplan-Meier curves using the graph …

Celebrating World Cancer Day: Innovative Biological Approaches To Cancer And Their Alignment With Sustainable Development Goals (Sdgs), Hamed Kioumarsi, Bolin Liu

School of Medicine Faculty Publications

No abstract provided.

Development And Validation Of Risk Stratification For Heart Failure After Acute Coronary Syndrome Based On Dynamic S100a8/A9 Levels, Jie Ma, Ke Ma, Jing Chen, Xinying Yang, Fei Gao, Hai Gao, Hui Zhang, Xin-Liang Ma, Jie Du, Ping Li, Yulin Li

Department of Emergency Medicine Faculty Papers

BACKGROUND: The early assessment of heart failure (HF) risk in patients with acute coronary syndrome (ACS) can help reduce mortality. S100A8/A9 is not only rapidly released after myocardial ischemia, but is also involved in reperfusion injury, which is an important predictor of HF after ACS. We attempted to construct a reliable HF risk stratification tool for evaluating patients with ACS after reperfusion therapy based on S100A8/A9 dynamic changes.

METHODS AND RESULTS: This prospective study included 3 independent cohorts of patients with ACS who received reperfusion therapy. The discovery cohort was divided into 2 subgroups: the longitudinal subgroup (n=264) with serum …

Palovarotene In Fibrodysplasia Ossificans Progressiva: Review And Perspective, Vincent Verheij, Robert Diecidue, Esmée Botman, Joseph Harrington, Nobuhiko Haga, Alberto Hidalgo-Bravo, Patricia Delai, Vrisha Madhuri, Mona Al Mukaddam, Keqin Zhang, Tae-Joon Cho, Rolf Morhart, Richard Keen, Carmen De Cunto, Clive Friedman, Zvi Grunwald, Michael Zasloff, J. Coen Netelenbos, Edward Hsiao, Frederick Kaplan, Robert Pignolo, Christiaan Scott, Elisabeth Marelise Eekhoff

Department of Oral and Maxillofacial Surgery Faculty Papers

INTRODUCTION: Palovarotene is a retinoic acid receptor gamma agonist that was studied in phase-2 and phase-3 clinical trials for the inhibition of new heterotopic ossification (HO) in fibrodysplasia ossificans progressiva (FOP). Despite numerous setbacks and regulatory delays, palovarotene is now the first approved FOP treatment in the U.S.A., Canada and Australia but remains unapproved in Europe where concerns surrounding the drug and its path to regional market authorization persist.

AREAS COVERED: The developmental history of palovarotene and an overview of the clinical trials and the regulatory approval journey are discussed by global FOP experts.

EXPERT OPINION: While post hoc analyses …

Bayesian Population Pharmacokinetic Modeling Of Ondansetron For Neonatal Opioid Withdrawal Syndrome, Kevin Lam, John Mondick, Gary Peltz, Manhong Wu, Walter Kraft

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Ondansetron is an anti-emetic 5-HT3 receptor antagonist being investigated for treating neonatal opioid withdrawal syndrome (NOWS). Sparse PK data were analyzed from a multicenter, double-blind clinical trial with 98 mother/neonate dyads. Pregnant women with opioid use disorder were randomized to receive either placebo or ondansetron 8 mg intravenously within 4 h of delivery. Neonates born to mothers who were randomized to ondansetron received 0.07 mg/kg orally once every 24 h for up to five doses. Using current PK data, model parameters from a two-compartmental structural model from the literature (i.e., a priori model) were updated with the Metropolis-Hastings Markov-chain Monte …

Immediate Postplacental Intrauterine Device Placement: Retrospective Cohort Study Of Expulsion And Associated Risk Factors, Emily Leubner, Brooke Levandowski, Sage Mikami, Theresa Green, Sarah Betstadt

Abington Jefferson Health Papers

BACKGROUND: Postpartum contraception is typically provided during postpartum visits. When desired and accessible, the immediate postpartum period provides an additional opportunity to increase the use of more effective contraceptive methods to potentially reduce subsequent unintended pregnancies and improve pregnancy outcomes. In New York State, recent policy changes expanded Medicaid coverage to include immediate postplacental intrauterine device insertion. OBJECTIVE: This study aimed to investigate clinically documented intrauterine device expulsion within 12 months of placement in patients who depend on state-funded health insurance. STUDY DESIGN: This retrospective cohort study included Medicaid patients with an immediate postplacental intrauterine device placed after third-trimester delivery, …

Five-Year Outcomes Of Lenadogene Nolparvovec Gene Therapy In Leber Hereditary Optic Neuropathy, Patrick Yu-Wai-Man, Nancy Newman, Valérie Biousse, Valerio Carelli, Mark Moster, Catherine Vignal-Clermont, Thomas Klopstock, Alfredo Sadun, Robert C Sergott, Rabih Hage, Simona Degli Esposti, Chiara La Morgia, Claudia Priglinger, Rustum Karanja, Magali Taiel, José-Alain Sahel

Department of Neurology Faculty Papers

IMPORTANCE: Limited studies have assessed the long-term benefit/risk of gene therapy for Leber hereditary optic neuropathy (LHON).

OBJECTIVE: To determine the safety and efficacy of lenadogene nolparvovec in patients with LHON due to the MT-ND4 gene variant for up to 5 years after administration.

DESIGN, SETTING, AND PARTICIPANTS: The RESCUE and REVERSE Long-Term Follow-up Study (RESTORE), conducted from 2018 to 2022, is the 5-year follow-up study of the 2 phase 3 clinical studies RESCUE (Efficacy Study of Lenadogene Nolparvovec for the Treatment of Vision Loss Up to 6 Months From Onset in LHON Due to the MT-ND4 Mutation) and REVERSE …

Genetic Ancestry Concordant Rna Splicing In Prostate Cancer Involves Oncogenic Genes And Associates With Recurrence, Muthana Al Abo, Wen-Chi Foo, Lauren Howard, Shannon Mcgue, Bonnie Lacroix, Julie Kephart, Angela Clayton, Blair Thornburg, Monika Anand, Michael Rothberg, Shannon Mccall, Jiaoti Huang, Thomas Esther, Judd Moul, Michael Ferrandino, Thomas Polascik, Cary Robertson, Brant Inman, Andrew Armstrong, Yuan Wu, Terry Hyslop, Daniel George, Steven Patierno, Jennifer Freedman

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Black men suffer disproportionately from prostate cancer (PCa) compared to men of other races and ethnicities. Comparing the molecular landscape of PCa among Black and White patients has the potential to identify targets for development of new precision medicine interventions. Herein, we conducted transcriptomic analysis of prostate tumors and paired tumor-adjacent normals from self-reported Black and White PCa patients and estimated patient genetic ancestry. Clinical follow-up revealed increased biochemical recurrence (BCR) among Black patients compared to White patients with high-grade PCa. Transcriptomic analysis identified differential alternative RNA splicing events (ARSs) between Black and White PCa patients. Genes undergoing genetic ancestry-concordant …

Clinical Outcomes In Patients With Cystic Fibrosis Receiving Cftr Modulators: A Comparison Of Childhood Versus Adolescent Initiation, Eman A. Toraih, Hassan A. Malik, Rahib K. Islam, Humza A. Pirzadah, Ahmed Abdelmaksoud, Rami M. Elshazli, Paul Antwi Boasiako, Shehab Ahmed Alenazi, Angelique Dabel, Jessan A. Jishu, Bandar T. Alenezi, Hani Aiash, Manal S. Fawzy

School of Medicine Faculty Publications

BACKGROUND/OBJECTIVES: Cystic fibrosis (CF) is a life-limiting genetic disorder affecting multiple organ systems. This study compared clinical outcomes, hospitalization rates, and survival between children and adolescents with CF who received CFTR modulator therapies (ivacaftor, lumacaftor, tezacaftor, and elexacaftor). METHODS: A retrospective cohort study was conducted using data from the TriNetX global collaborative network. Patients with CF aged 2-12 years (children) and 13-18 years (adolescents) who received CFTR modulator therapies were included. The propensity score matching balanced baseline characteristics between the two age groups. RESULTS: After propensity score matching, 946 patients per group were analyzed. The incidence of respiratory failure (3.81% …

Pull Or Play? The Interpretation Of A Novel, Ai-Powered On-Field Decision Support Tool., Lynne Becker, Dafne Badilla, Osho Yonzon, Xiaoyu Wu, Roland Rocafort, Erik Viogan Phd, Devansh Manocha

Journal for Sports Neuroscience

The document titled "Pull or Play? The interpretation of a novel, AI-powered on-field decision support tool" explores the development and application of the Injury Impact Severity Score (IISS)™ for assessing traumatic brain injuries (TBIs), particularly in sports settings. It addresses the limitations of current assessment tools like the Glasgow Coma Scale (GCS) and proposes a more objective approach using patient-reported data and machine learning algorithms.

Key points include:

• Background: TBIs are a significant health concern with under-reported cases and a lack of effective research. Current assessment tools like the GCS have limitations in accuracy and speed, especially in dynamic …

Expansion Of Genotypic And Phenotypic Findings In Adamts18-Related Ocular Pathology, Ari August, Rebecca Procopio, Christopher Rapuano, Jose Pulido

Wills Eye Hospital Papers

Purpose: ADAMTS18-related ocular pathology is rare with few described cases. Features include distinctive facies, refractive error, anterior segment dysgenesis, and retinal dystrophy. Previous patients were found to have ho- mozygous variants in ADAMTS18. Here, we present a patient with compound heterozygous ADAMTS18-related pathology and its associated findings. Observations: A 37-year-old male with a history of bilateral congenital nasolacrimal duct obstruction, dry eye syndrome, mild myopia, and accommodative esotropia presented to the Retina Service. He was found to have multiple features of anterior segment dysgenesis and retinal dystrophy, some of which have not been previously reported in association with ADAMTS18 variants. …

Clinical Evaluation Of A Markerless Motion Capture Technology: Reliability And Usability For Musculoskeletal Assessment, Meghan E. Garvey, Jeremy D. Hernandez, Philimon Nyakauru Gona, Matthew J. Schmitz, Brant Hannahs, Daniel E. Highland, Donald J. Kosiak Jr

Aesculapius Journal (Health Sciences & Medicine)

BACKGROUND While various technologies have recently emerged as prominent tools in healthcare, particularly for augmenting screening and diagnostic processes, evaluations of their accuracy and reliability within clinical musculoskeletal (MSK) settings remain limited.

METHODS This was a cross-sectional clinical evaluation and usability study of a markerless motion capture system (MMCS) compared with the standard of care using a manual goniometer in a healthy adult population. Ten range of motion (ROM) measurements (degrees) were taken on the same participant using both methods. Active, passive, and 3-repeat active joint ROM measurements were taken for the right and left sides. Mean paired differences between …

Residual Traditional Risk In Non-Traditional Atherosclerotic Diseases, Federico Biscetti, Giorgia Polito, Maria Margherita Rando, Maria Anna Nicolazzi, Luis H. Eraso, Paul J. Dimuzio, Massimo Massetti, Antonio Gasbarrini, Andrea Flex

Department of Surgery Faculty Papers

Individuals with chronic inflammatory and immune disorders are at an increased risk of atherosclerotic events and premature cardiovascular (CV) disease. Despite extensive literature exploring the relationship between "non-traditional" atherosclerotic conditions and CV risk, many aspects remain unresolved, including the underlying mechanisms promoting the "non-traditional CV risk", the development of an innovative and comprehensive CV risk assessment tool, and recommendations for tailored interventions. This review aims to evaluate the available evidence on key "non-traditional" CV risk-enhancer conditions, with a focus on assessing and managing CV risk factors. We conducted a comprehensive review of 412 original articles, narrative and systematic reviews, and …

Measures Of Joint Kinematic Reliability During Repeated Softball Pitching, Erin Pletcher, Mita Lovalakar, Takashi Nagai, Chris Connaboy

Department of Exercise Science Faculty Papers

Background/Objectives: Three-dimensional motion analysis is often used to evaluate improvements or decrements in movement patterns in athletes. The purpose of this study was to evaluate the reliability of joint flexion/extension angles of the pitching elbow and bilateral knees and hips in softball pitchers. Methods: Fourteen softball pitchers (17.9 ± 2.3 years) were tested in one session consisting of four sets of five consecutive fastballs and a second session of two sets of five fastballs. The magnitude of systematic bias and within-subject variation was calculated between pitches. An iterative intraclass correlation coefficient (ICC) process was used to determine intra- and inter-session …

The C-Terminal Phdvc5hch Tandem Domain Of Nsd2 Is A Combinatorial Reader Of Modified H3k4 And Tri-Methylated H3k27 That Regulates Transcription Of Cell Adhesion Genes In Multiple Myeloma, Andrea Berardi, Charlotte Leonie Kaestner, Michela Ghitti, Giacomo Quilici, Paolo Cocomazzi, Jianping Li, Federico Ballabio, Chiara Zucchelli, Stefan Knapp, Jonathan Licht, Giovanna Musco

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Histone methyltransferase NSD2 (MMSET) overexpression in multiple myeloma (MM) patients plays an important role in the development of this disease subtype. Through the expansion of transcriptional activating H3K36me2 and the suppression of repressive H3K27me3 marks, NSD2 activates an aberrant set of genes that contribute to myeloma growth, adhesive and invasive activities. NSD2 transcriptional activity also depends on its non-catalytic domains, which facilitate its recruitment to chromatin through histone binding. In this study, using NMR, ITC and molecular dynamics simulations, we show that the tandem PHD domain of NSD2 (PHDVC5HCHNSD2) is a combinatorial reader of unmodified histone H3K4 and tri-methylated H3K27 …

An Evaluation Of The Decline In Primary Care Physician Visits, 2010 To 2021, Anuradha Jetty, Marie Ezran, Alison Huffstetler, Yalda Jabbarpour

Department of Family & Community Medicine Faculty Papers

INTRODUCTION: Primary care is the backbone of the United States healthcare system, yet it continues to be underfunded and inaccessible to many. Previous studies explored primary care visit patterns until 2016, leaving gaps in our understanding of how recent factors like state Medicaid expansions, the Coronavirus Disease 2019 (COVID-19) pandemic, and population growth have influenced these patterns. Hence, the objective of the current study was to analyze the trends in primary care visits provided by outpatient clinicians over time and by visit type and contextualize study findings within the changing healthcare landscape.

METHODS: The Medical Expenditure Panel Survey data (2010-2021) …

Motion Artifacts (Ma) At-Rest In Measured Arterial Pulse Signals: Time-Varying Amplitude In Each Harmonic And Non-Flat Harmonic-Ma Coupled Baseline, Md Mahfuzur Rahman, Mamun Hasan, Zhili Hao

Mechanical & Aerospace Engineering Faculty Publications

Motion artifacts (MA) cause great variability in a measured arterial pulse signal, and treatment of MA solely as a baseline drift (BD) fails to eliminate its effect on the measured signal. This paper presents a study on the effect of MA at rest (< 0.7 Hz) on measured arterial pulse signals using a microfluidic-based tactile sensor. By taking full account of the dynamic behavior of the transmission path from the true pulse signal in an artery to a measured pulse signal at the sensor, the tissue-contact-sensor (TCS) stack, an analytical model of MA in a measured pulse signal is developed. In this model, the TCS stack is treated as a 1DOF system for its dynamic behavior; MA is quantified as the displacement (i.e., BD) and time-varying system parameters (TVSP) of the TCS stack. The mathematical expression of MA in a measured pulse signal reveals that while BD remains as low-frequency additive noise, TVSP causes time-varying harmonics in a measured pulse signal. Further time-frequency analysis (TFA) of measured pulse signals validates the existence of TVSP and, for the first time, reveals its effect on a measured pulse signal: time-varying amplitude in each harmonic and non-flat harmonic-MA-coupled baseline.