Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Ethical Issues Involved In Solid Organ Xenotransplantation., Daniel J Hurst, Chris Bobier, Luz A Padilla

Rowan-Virtua School of Osteopathic Medicine Departmental Research

Xenotransplantation (specifically, genetically modified pig-to-human transplant of organs, tissues, or cells) clinical trials are set to begin in the United States after decades of pre-clinical studies and recent decedent and compassionate use investigations. This article provides a primer on the key ethical issues attendant with this emerging therapy. We explore four central areas of concern: (i) the use of animals to meet human transplant needs, as well as their welfare since they are housed in non-natural conditions, (ii) the risk of infectious disease transfer from the porcine graft to the human recipient, known as xenozoonosis, (iii) patient selection criteria for …

Clinical Pharmacokinetics, Pharmacodynamics, And Drug Interactions Of Remimazolam, Derek E. Murrell, Sam Harirforoosh

Pharmacy Faculty Articles and Research

Remimazolam, an ultrashort-acting benzodiazepine, has emerged as a promising sedative agent for procedural sedation and general anesthesia. It combines the favorable properties of traditional benzodiazepines with a rapid onset and offset of action, largely due to its unique metabolism via hepatic carboxylesterases rather than cytochrome P450 enzymes. This metabolism allows for predictable pharmacokinetics, reducing the risk of prolonged sedation and drug accumulation, particularly in patients with hepatic or renal impairment. Clinically, remimazolam demonstrates non-inferiority to midazolam and propofol, with advantages including a lower incidence of hypotension and respiratory depression. Multiple randomized controlled trials have shown its efficacy in various procedural …

Rapid Mapping Of Spinal And Supraspinal Connectome Via Self-Targeting Glucose-Based Carbon Dots, Yasin B. Seven, Elif S. Seven, Emel Kirbas Cilingir, Komal Parikh, Mehmet Aydin, Edward K. Luca, Jayakrishnan Nair, Roger M. Leblanc

Department of Physical Therapy Faculty Papers

The spinal cord is a highly dynamic network, playing significant roles in the vital functions of the brain. Disorders of the spinal cord, such as spinal cord injury and amyotrophic lateral sclerosis (ALS), are associated with neurodegeneration, often resulting in morbidity and mortality. The blood-brain barrier (BBB) poses a major challenge to imaging and therapeutic agents because less than 2% of small-molecule drugs and almost no large-molecule drugs can cross the BBB. Furthermore, spatial spectroscopy studies have shown highly heterogeneous BBB crossing with significant accumulation at the unintended brain regions. Thus, targeting systems that can cross the BBB at the …

Early Blood Pressure Targets In Acute Spinal Cord Injury: A Randomized Clinical Trial, Ruba Sajdeya, N. David Yanez, Michael Kampp, Michael D. Goodman, David Zonies, Brandon Togioka, Andrew Nunn, Robert D. Winfield, Niels D. Martin, Anirudh Kohli, Toan T. Huynh, David O. Okonkwo, Roy A. Poblete, Emily J. Gilmore, Randall M. Chesnut, Aaron E. Bunnell, Tetsu Ohnuma, Mona Hashemaghaie, Miriam M. Treggiari

Department of Surgery Faculty Papers

IMPORTANCE: Early blood pressure management is central to neurologic resuscitation of spinal cord injury; however, the role of augmented blood pressure is unclear.

OBJECTIVE: To compare the efficacy and safety of augmented vs conventional blood pressure on 6-month neurologic outcomes after acute spinal cord injury.

DESIGN, SETTING, AND PARTICIPANTS: This multicenter randomized clinical trial took place from October 3, 2017, to July 26, 2023, and assessed patients 18 years or older with spinal cord injury followed up for 6 months at 13 large US trauma centers.

INTERVENTIONS: Patients were equally randomized to augmented (>85-90 mm Hg) or conventional ( …

Integrated Mirna-Mrna Analyses Of Triple-Negative Breast Cancer In Black And White Patients With Or Without Obesity, Fokhrul Hossain, Martha I. Gonzalez-Ramirez, Jone Garai, Diana Polania-Villanueva, Li Li, Farzeen Nafees, Md Manirujjaman, Bolin Liu, Samarpan Majumder, Xiao Cheng Wu, Chindo Hicks, Luis Del Valle, Denise Danos, Augusto Ochoa, Lucio Miele, Jovanny Zabaleta

School of Graduate Studies Faculty Publications

Triple-negative breast cancer (TNBC) is an aggressive, heterogeneous subtype of breast cancer. miRNAs play an essential role in TNBC pathogenesis and prognosis. Obesity is linked with an increased risk for several cancers, including breast cancer. Obesity is also related to the dysregulation of miRNA expression in adipose tissues. However, there is limited knowledge about race- and obesity-specific differential miRNA expression in TNBC. We performed miRNA sequencing of 48 samples (24 tumor and 24 adjacent non-tumor tissues) and RNA sequencing of 24 tumors samples from Black (AA) and White (EA) TNBC patients with or without obesity. We identified 55 miRNAs exclusively …

Predictors Of All-Cause In-Hospital Mortality In Patients With Malignant Well-Differentiated Gastroenteropancreatic Neuroendocrine Tumors, Elvis Obomanu, Tarfa Verinumbe, Tinsae Anebo, Colton Jones, Claudia Dourado

Einstein Health Papers

BACKGROUND: Factors influencing in-hospital mortality in patients with well-differentiated gastroenteropancreatic neuroendocrine tumors (GEP-NETs) remain understudied, highlighting gaps in optimizing acute clinical outcomes. This study aimed to identify sociodemographic and clinical predictors of all-cause in-hospital mortality in this population.

METHODS: Using 2016 - 2020 data from the National Inpatient Sample (NIS), patients with malignant well-differentiated GEP-NETs were identified via the International Classification of Diseases, 10th Revision (ICD-10) codes. The primary outcome was in-hospital mortality. Sociodemographic and clinical variables (heart failure (HF), malnutrition, Charlson Comorbidity Index (CCI), and tumor site) were analyzed using multivariable logistic regression.

RESULTS: Among 5,642 patients (mean age …

A Single Center Study Of The Symbol Digit Modalities Test As A Screening Tool For Cognitive Impairment In Parkinson’S Disease, Daniyell Thomason, Morganne Manuel, Shannin Moody, Jesus Lovera, Brain Copeland, Deidre Devier

School of Medicine Faculty Publications

Background: Parkinson’s Disease (PD) can include physical signs and possibly cognitive impairment, resulting from the convergence of pathologicalprocesses involving dopaminergic dysfunction, accumulation ofalpha-synuclein, cholinergic deficits, and disruption of otherneurotransmitter systems. We used screening tests to evaluate thecharacteristics of cognitive performance in patients with PD and to assess their validity compared tothe Montreal Cognitive Assessment (MoCA). Methods: This is a natural history study of participants with PD and controls screened for possible cognitive impairment using the MoCA, Symbol Digit Modalities Test (SDMT), and King-Devick (KD). The groups were compared on performance and then factors associated with cognitive performance (age, diagnosis, and …

Metagenomic Characterization Of Gut Microbiota In Children With Autism Spectrum Disorder: Microbial Signatures And Modulation By Anti-Inflammatory Diet And Probiotics, Marysol Valencia-Buitrago, Rodrigo Dias Oliveira-Carvalho, Valbert Cardoso, Jessica Triviño-Valencia, Luisa Matilde Salamanca-Duque, Vanessa Martínez-Díaz, Jovanny Zabaleta, Narmer Fernando Galeano-Vanegas, Carlos Andrés Naranjo-Galvis

School of Medicine Faculty Publications

Background: Autism Spectrum Disorder (ASD) is increasingly associated with alterations in gut microbiota, intestinal permeability, and immune dysregulation. However, integrative studies exploring these mechanisms in Latin American populations are lacking. Objective: To characterize gut microbiota profiles in Colombian children with ASD and evaluate the effects of two microbiota-targeted interventions, an anti-inflammatory diet and a probiotic formulation, on microbial diversity and taxonomic composition. Methods: In a two-phase study, shotgun metagenomic sequencing was performed on fecal samples from 23 children with ASD and 7 typically developing (TD) controls. In the second phase, 17 children with ASD were randomized to receive a 12-week …

Barriers To And Strategies For Improved Treatment Adherence In Vitiligo: A Systematic Review, Lauren Gawey, Aditya Joshi, Muhammad Rahman, Tyler Hernandez, Krishna Babaria, Roshni Sabhaya, Debbie Wang, Raveena Ghanshani, Jennifer L. Hsiao, Vivian Y. Shi

School of Medicine Faculty Publications

No abstract provided.

Early Definitive Fusion Versus Magnetic Growing Rods In "Tweeners": What Do Parents Prefer?, Sylvia Culpepper, Ravi Rajendra, Brett Lullo, Anthony A. Catanzano, Tyler C. Mcdonald, R Carter Clement

School of Medicine Faculty Publications

INTRODUCTION: In treating early-onset scoliosis (EOS), pediatric orthopaedic surgeons and families must often choose between growth-friendly interventions such as magnetically controlled growing rods (MCGR) and early definitive posterior spinal fusion (PSF). While each strategy has associated pros and cons, little is understood about the specific preferences of patients' families. Addressing potential nuances in these preferences is crucial for meaningful shared decision-making (SDM). To better understand the factors influencing family decisions, we conducted a choice-based conjoint (CBC) analysis to explore parents' preferences for PSF and MCGR as treatment options. METHODS: A survey was developed using Sawtooth Software (Lighthouse Studio version 9.2.0) …

Redefining The Albumin-Bilirubin Score: Predictive Modeling And Multidimensional Integration In Liver And Systemic Disease, Berkay Demirors, Ramin Shekouhi, Paola Berrios Jimenez, Anjali Yadav, Guido Chiriboga, Vishal A. Mahesh, Harsheen K. Manaise, Jade Bowers, Angel Aguayo Merly, Emmanuel Gabriel

School of Medicine Faculty Publications

This editorial comment is on the article by Xu et al. It offers an in-depth analysis of liver function assessment tools and their prognostic roles in non-malignant liver diseases, with a focus on the albumin-bilirubin (ALBI) score. ALBI’s components, grading system, and clinical relevance across various liver conditions are reviewed and compared with traditional models such as the Child-Pugh and model for end-stage liver disease scores. We included recent studies evaluating ALBI’s role in estimating liver function, suggesting it may help differentiate patients who appear similar under other staging systems, and assist in guiding clinical decisions. Although ALBI is primarily …

Targeting Kinin B1r Attenuates Hypertension Through At1r-Dependent Mechanisms, Drew Theobald, Riley N. Bessetti, Yumei Feng Earley, Eric Lazartigues, Karen Litwa, Srinivas Sriramula

School of Medicine Faculty Publications

BACKGROUND: Neurogenic hypertension is chronically high blood pressure that is initiated and maintained through excessive sympathetic nervous system activity and has been associated with increased B1R (kinin B1 receptor) activation. We previously reported a central role for B1R in mediating inflammatory pathways in the development of deoxycorticosterone acetate salt hypertension. Additionally, we identified a causal relationship between B1R expression after Ang II (angiotensin II) stimulation, and that B1R can mediate the bidirectional interaction between neuroinflammation and oxidative stress. However, whether there are any interactions between AT1R (Ang II-type I receptor) and B1R, and if B1R can mediate the effects of …

In-Hospital Exposure And Opioids Prescribed After Total Knee Arthroplasty, Clifton Daigle, Robert Branstetter, Leland Van Deventer, Ravi Rajendra, Claudia Leonardi, Amy Bronstone, Vinod Dasa

School of Medicine Faculty Publications

BACKGROUND: Opioids are frequently used intraoperatively and during postanesthesia care unit care in total knee arthroplasty (TKA) cases and are commonly prescribed after surgery despite known adverse effects. This study examined whether in-hospital opioid exposure is related to postoperative opioid prescribing in opioid-naïve TKA patients. METHODS: This retrospective study included opioid-naïve patients (no opioid prescriptions filled during the three months before TKA) who had unilateral primary TKA between May 1, 2020, and November 30, 2023, performed by an orthopaedic surgeon. All patients were treated using the same multimodal pain protocol. Opioid prescriptions filled by patients during the three months following …

Distinct Transcriptional Regulation Of The Wnt And Tgfβ Signaling Families Associated With Wound Healing And Fibrotic Outcomes To Lens Injury, Catherine Lalman, Kylie R. Stabler, Joshua Disatham, Lisa A. Brennan, Marc Kantorow, Janice L. Walker

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Posterior capsule opacification (PCO) is a fibrotic complication of cataract surgery caused by aberrant repair of residual lens cells. It remains unclear how the lens injury response shifts toward a pathological repair process. Here, we performed a transcriptional analysis of two major pro-fibrotic pathways, the TGF-β superfamily and Wnt signaling pathways to determine how they are differentially regulated during regenerative wound healing versus fibrosis in a lens injury model. For these studies, RNA sequencing was performed on an ex vivo lens explant system that models post-surgical healing within regenerative and fibrotic microenvironments, from 0 to 3 days post-injury. Fibrotic conditions …

Intelligence Architectures And Machine Learning Applications In Contemporary Spine Care, Rahul Kumar, Conor Dougherty, Kyle Sporn, Akshay Khanna, Puja Ravi, Pranay Prabhakar, Nasif Zaman

SKMC Student Presentations and Publications

The rapid evolution of artificial intelligence (AI) and machine learning (ML) technologies has initiated a paradigm shift in contemporary spine care. This narrative review synthesizes advances across imaging-based diagnostics, surgical planning, genomic risk stratification, and post-operative outcome prediction. We critically assess high-performing AI tools, such as convolutional neural networks for vertebral fracture detection, robotic guidance platforms like Mazor X and ExcelsiusGPS, and deep learning-based morphometric analysis systems. In parallel, we examine the emergence of ambient clinical intelligence and precision pharmacogenomics as enablers of personalized spine care. Notably, genome-wide association studies (GWAS) and polygenic risk scores are enabling a shift from …

Increased Risk Of Postoperative Complications In Patients With Hypertension Undergoing Mohs Micrographic Surgery, Alexandra Elder, Henry Yang, Megan O'Donnell-Capelli, Jenna Mandel, Molly Wallace, Lauren Banner, Ramsay Hafer, Thomas Rohan, Neda Nikbakht

Department of Dermatology and Cutaneous Biology Faculty Papers

Hypertension has been previously associated with higher intraoperative bleeding risk in patients undergoing Mohs micrographic surgery. However, the risks of common postoperative Mohs micrographic surgery complications have not been substantiated by large studies. Our study aimed to assess the risks of common Mohs micrographic surgery complications for patients with hypertension utilizing the TriNetX database, a global health records database encompassing over 105 million patients' data, from January 2009 to January 2024. After 1:1 propensity score matching for age, sex, race, diabetes, nicotine dependence, obesity, and anticoagulant use, the final analysis included 80,739 patients in each cohort of patients with hypertension …

Novel Percutaneous Repair Of Femoral Pseudoaneurysms Using Perclose Proglide™: A Case Series, Ryan Mancoll, Emily Burnett, Nicholas Bandy, Benjamin Samberg, Thomas Cook, Jacob Hoffman, Christopher Murter, Matthew Rossi, David Dexter, Hosam El Sayed, Animesh Rathore Md

Cardiovascular Research Symposium

BACKGROUND - This case series details the novel use of the Perclose ProGlide closure device to successfully repair three separate cases of iatrogenic femoral pseudoaneurysms (PSAs) without attempting other modalities first. Conventional treatment methods of ultrasound-guided compression, duplex-directed thrombin injection (DDTI), or open surgical repair were contraindicated in these patients due to unique anatomy or advanced comorbidities.

METHODS – Details were gathered via a retrospective chart review.

RESULTS - In the first case, a 73-year-old female had an access site PSA off the superficial femoral artery (SFA) with concomitant arteriovenous fistula (AVF) and advanced cardiac disease. The ProGlide device was …

Cardiopulmonary Bypass Facilitates Emergent Tavr And Bifurcation Pci In A Highly Comorbid 72-Year-Old Female With Acute Valvular Shock, Omar Sale Bs, Nicholas Valle Do, Matthew Rossi Md, Joshua Cohen Md, Paul Lavigne Md, Matthew Summers Md

Cardiovascular Research Symposium

Title:

Cardiopulmonary Bypass Facilitates Emergent TAVR and Bifurcation PCI in a Highly Comorbid 72-year-old Female with Acute Valvular Shock

Introduction:

Transcatheter aortic valve replacement (TAVR) has emerged as a critical minimally invasive option for patients with severe AS who present in valvular shock, particularly those at prohibitive surgical risk. Multicenter registry data demonstrate that emergent TAVR in this population is associated with promising procedural success, significant improvements in functional status, and lower short- and long-term mortality compared to medical management or balloon aortic valvuloplasty, with outcomes approaching those of surgical aortic valve replacement in selected patients [1] [2]. We present …

Acute Valve Syndrome And 1-Year All-Cause Mortality Post-Avr: A Retrospective Cohort Study, Omar Sale Bs, Nicholas Valle Do, Israa Saleh, Omar Jafar Md, Matthew Summers Md

Cardiovascular Research Symposium

Background: Acute Valve Syndrome (AVS) identifies a high-risk cohort of aortic stenosis (AS) patients with poor outcomes following aortic valve replacement (AVR), but the spectrum of risk within this group has yet to be fully explored. We sought to evaluate whether admission markers facilitated risk stratification of 1-year mortality in an AVS cohort.

Methods: In a retrospective cohort study (MIMIC-IV v3.1), we identified 2,380 adults who underwent AVR between 2008–2019. Patients were classified as AVS or progressive valvular disease (PVD). AVS was defined by criteria of acute decompensation, including advanced heart failure symptoms, cardiogenic shock, or significant hyperlactatemia. The AVS …

Emerging Clinical Role Of Tavapadon, A Novel Dopamine Partial Agonist, In The Treatment Of Parkinson’S Disease, Alan D. Kaye, Bennett M. Ford, Brennan M. Abbott, Kalob M. Broocks, Sofia Novacic, Sahar Shekoohi

School of Medicine Faculty Publications

Tavapadon, a novel oral dopamine-D1R/D5R partial agonist, has been studied in recent years for the treatment of late-stage development Parkinson’s disease (PD). Levodopa, a dopamine precursor that currently remains the gold-standard first-line therapy for PD motor symptoms, serves as a benchmark against emerging dopaminergic agents. By selectively activating D1-family receptors on direct-pathway medium neurons, Tavapadon differs in that it delivers levodopa-level motor benefit while avoiding its many D2R/D3R-mediated adverse effects. In placebo-controlled trials, Tavapadon produced clear, clinically meaningful gains in motor function and day-to-day activities, as captured by the Unified Parkinson’s Disease Rating Scale (UPDRS). Recent late-stage results have revealed …

Comparison Of Crotalidae Immune F(Ab')2 (Equine) And Crotalidae Polyvalent Immune Fab (Ovine) At Establishing Control Of Initial Envenomation Symptoms In Louisiana Agkistrodon Envenomations, Taylor Sanders, Christine Murphy, Greggory Davis, Christina Aspinwall, Lauren Theriot, Christopher Mcvicker, Thomas Arnold

School of Medicine Faculty Publications

INTRODUCTION: Copperheads and cottonmouths are responsible for most snake envenomations in Louisiana. While the United States Food and Drug Administration has approved both Crotalidae polyvalent immune Fab (FabAV) and Crotalidae immune F(ab') (Fab2AV) for Agkistrodon envenomations, data is limited comparing their efficacies for this indication. METHODS: This is a retrospective study comparing FabAV to Fab2AV in the treatment of suspected Agkistrodon envenomations in Louisiana between April 2017 and October 2024. Cases identifying rattlesnakes were excluded. The primary outcome was the need for additional antivenom doses to achieve control after the initial antivenom dose. RESULTS: One hundred fifty-eight patients received FabAV …

Cardiomyocyte Regeneration Therapy And Its Effect On Lvef And Scar Size- A Systematic Review And Meta-Analysis, Mahnoor Mahnoor, Syed Irtaza Hassan, Muhammad Bakhtiar, Salal Sharjeel, Roha Daneyal, Muhammad Ibrahim, Raheel Iftikhar

Kimmel Cancer Center Faculty Papers

BACKGROUND: Myocardial infarction (MI) results in loss of cardiomyocytes leading to heart failure. Despite advancements in pharmacotherapy and interventions such as revascularization, ischemic heart failure remains a challenge. Recent advancements in stem cell therapies, genetic engineering and bioengineering have shown to improve cardiac function and quality of life.

METHODOLOGY: Following PRISMA guidelines, randomized controlled trials clinical trials from last 12 years were systematically reviewed. All the patients included in these studies had ischemic heart failure and were subjected to different types of stem cell therapies. Protocol for this meta-analysis is registered on PROSPERO (Registration no: CRD42023399263). Data extraction and Quality …

Diagnostic Journey In The Recognition Of Oncogenic Osteomalacia, Steven B. Nagelberg, Mihaela Biscoveanu, Barbara Bix, Carrie Andrews, Srinivas Prasad

Jefferson Health - Northeast Papers (formerly Aria Health Papers)

A 73-year-old woman with a remote history of successfully treated primary hyperparathyroidism was referred to our office because of multiple skeletal fractures and proximal muscle weakness. Prior laboratory evaluation demonstrated hypocalcemia, vitamin D deficiency, elevated PTH, and elevated alkaline phosphatase. Updated evaluation in our clinic additionally showed hypophosphatemia prompting measurement of serum fibroblast growth factor 23 (FGF23). FGF23 proved to be markedly elevated prompting consideration of tumor-induced osteomalacia. Positron emission tomography with Cu-64 oxodotreotide revealed an enhancing focus in the left thoracic spine that was confirmed on magnetic resonance imaging to be a 1.5-cm extradural mass. The patient underwent surgical …

Docking Investigation Of Thevetia Peruviana Plant Compounds For Targeting Molluscicidal Activity Against Biomphalaria Alexandrina Snails, The Intermediate Host Of Schistosoma Mansoni, Samah I. Ghoname, Basma H. Amin, Asmaa T. Mohamed, Olfat A. Olfat A. Hammam, Hebat‑Allah A. Dokmak

Nanotechnology Research Centre

Background Thevetia peruviana, commonly known as Yellow Oleander or Cabbage Tree, is a tropical shrub. Extracts from various parts of the plant (e.g., leaves, seeds) have demonstrated pesticidal properties, including the ability to repel or kill intermediate hosts of Schistosomiasis. Methods This study employed gas chromatography–mass spectrometry (GC–MS) analysis to identify 33 compo nents in the ethanol extract, with key compounds exhibiting antioxidant, anti‑inflammatory, anticancer, and anti microbial properties. Additionally, the research investigated the molluscicidal activity of the plant extract, its impact on Caspase‑3 expression, steroid sex hormone levels in Biomphalaria alexandrina, and histological alterations in the digestive and hermaphrodite …

Determining Risk Factors And Rate Of Surgery After Collagenase Injections For Dupuytren Contracture, Ryan C. Cha, Juliet S. Chung, Sina Ramtin, Asif M. Ilyas

Department of Orthopaedic Surgery Faculty Papers

Purpose: Collagenase injections are a nonsurgical treatment for Dupuytren contracture, but their long-term effectiveness in preventing surgery remains unclear. This study aimed to evaluate the rate of surgical intervention following collagenase treatment and identify whether specific risk factors increase the likelihood of future surgical correction. Methods: This retrospective cohort study utilized the TriNetX US Collaborative network to identify patients diagnosed with Dupuytren contracture between January 2007 and September 2024. Patients initially treated with collagenase injections were identified using relevant current procedural terminology codes. Procedure-specific current procedural terminology codes were then used to determine which patients underwent a subsequent fasciectomy or …

Reliability And Spatial Consistency Of Mr Diffusion Tensor Imaging Measures Along The Cerebral Perivascular Space, Enchao Qiu, Joga Chaganti, Phillip Phan, M. Alizadeh, Devon Middleton, Kiran Talekar, Prabath Mondel, Scott H. Faro, Feroze Mohamed, Hsiangkuo Yuan

Department of Radiology Faculty Papers

BACKGROUND AND PURPOSE: Diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) has emerged as a promising noninvasive method for evaluating water motion that may reflect glymphatic system function. However, the reliability of DTI-ALPS measurements across different region-of-interest (ROI) selection methods remains underinvestigated. This study aimed to assess the interrater reliability among three neuroradiologists in native space and compare DTI-ALPS indices derived from ROIs placed in subjects' native space versus standardized Montreal Neurological Institute (MNI) space.

METHODS: DTI-ALPS indices from 16 healthy subjects were calculated from both left and right hemispheres using two ROI placement approaches: (1) native space ROIs …

Automated Instance Segmentation And Registration Of Spinal Vertebrae From Ct-Scans With An Improved 3d U-Net Neural Network And Corner Point Registration, James Hill, Muhammad Rizwan Khokher, Chuong Nguyen, Matt Adcock, Ron Li, Stuart Anderson, Thomas Morrell, Tim Diprose, Olivier Salvado, Dadong Wang, Guan K. Tay

Research outputs 2022 to 2026

This paper presents a rapid and robust approach for 3D volumetric segmentation, labelling, and registration of human spinal vertebrae from CT scans using an optimised and improved 3D U-Net neural network architecture. The network is designed by incorporating residual and dense interconnections, followed by an extensive evaluation of different network setups by optimising the network components like activation functions, optimisers, and pooling operations. In addition, the network architecture is optimised for varying numbers of convolution layers per block and U-Net levels with fixed and cascading numbers of filters. For 3D virtual reality visualisation, the segmentation output of the improved 3D …

Parent Needs, Recommendations, And Systemic Challenges Affecting Pediatric Hypertension Detection, Abbas H. Zaidi, Erica D. Sood, Sarah De Ferranti, Samuel Gidding, Varsha Zadokar, Jonathan M. Miller, Anne E Kazak

Department of Pediatrics Faculty Papers

Pediatric hypertension (HTN) affects 3%-5% of children in the United States, yet only 25% are diagnosed and 60% lack recommended follow-up care. Skepticism about elevated blood pressure (BP) readings and reluctance to use antihypertensive medications by parents and clinicians highlight the need for stakeholder-informed strategies to address these challenges. This study examined parents' perceived needs, their recommended strategies to improve HTN detection, and contextual health system challenges. Parents and clinicians from 10 pediatric primary care clinics participated in semi-structured qualitative interviews. Only parents of children with documented stage 2 BP readings and a HTN diagnosis, but with gaps in care …

Enhancing Patient Outcomes: Developing A Comprehensive Database For Tracking Post- Dural Puncture Headache Incidence And Contributing Factors, Meredith B. Auge, Brittany Bogonovich

Doctor of Nurse Anesthesia Practice (DNAP) Manuscripts

Post-dural puncture headache (PDPH) is a debilitating complication following labor analgesia, often resulting from unintentional dural puncture (UDP). While national incidence is approximately 1.5%, institutional rates may vary due to provider experience, documentation practices, and patient factors. This Doctor of Nurse Anesthesia Practice (DNAP) quality improvement project aimed to improve identification and monitoring of UDP and PDPH through a revised tracking tool, retrospective review of 2024 data, and planning for an electronic registry. A multidisciplinary team of anesthesiologists, Certified Registered Nurse Anesthetists (CRNAs), Student Registered Nurse Anesthetists (SRNAs), and IT and quality specialists revised an existing tracking tool to better …

Biofluid Biomarkers Aid In Diagnosing And Developing Improved Treatments For People With Alzheimer's Disease, Jonatan A. Lopez

University Honors Theses

Dementia is a disease in which daily life is disrupted by a loss of cognitive function. Late-onset Alzheimer's disease (AD) is the most common dementia that largely begins to affect individuals in their mid 60s or older. AD was selected as the focus of this paper because it is the most common form of dementia, accounting for 50-70% of dementia cases. A typical diagnostic approach used by physicians starts with a simple clinical test, the Mini-Mental State Examination (MMSE), when cognitive decline is suspected in a patient. Then if there is enough evidence to suggest AD, a physician would order …