Other Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

A Retrospective Study On The Associations Of Clinical Measures To Mortality In Pediatric Extracorporeal Membrane Oxygenation (Ecmo) Patients, Ammar F. Chauhdri, Ryan Davis Md, Christina Shanti Md, Michelle Veenstra Md, Megan Zacarias, Samantha Carranza, Laura Sansoterra, Nimr Assaf, Christian Hudson-Bradford Md, Elika Ridelman Phd

Medical Student Research Symposium

A Retrospective Study on the Associations of Clinical Measures to Mortality in Pediatric Extracorporeal Membrane Oxygenation (ECMO) Patients

Ammar Chauhdri; Ryan Davis, MD; Christina Shanti, MD; Michelle Veenstra, MD; Megan Zacarias; Samantha Carranza; Laura Sansoterra; Nimr Assaf; Christian Hudson-Bradford, MD; Elika Ridelman, PhD

Background: Extracorporeal membrane oxygenation (ECMO) is a form of temporary cardiopulmonary support used in critically ill pediatric patients when conventional therapies fail, yet survival to discharge remains only ~50% nationwide. Prior studies have identified candidate mortality predictors and developed basic risk scores, but these models have limited accuracy and are often derived from registry-level or narrowly defined …

The A1 Segment Of The Anterior Cerebral Artery: A Systematic Review Of Cadaveric Morphometry Studies, Marlena Muszynska, Emily Awdish, Afua Osei-Wusu, Parker Ballard

Annual Research Symposium

No abstract provided.

The P1 Segment Of The Posterior Cerebral Artery: A Systematic Review Of Cadaveric Morphometry Studies, Marlena Muszynska, Afua Osei-Wusu, Emily Awdish, Parker Ballard

Annual Research Symposium

No abstract provided.

Review Of Methodological Practices In Cadaveric Cerebral Arterial Morphometry: Variability In Contemporary Protocols (2015-2025), Marlena Muszynska, Emily Awdish, Afua Osei-Wusu, Parker Ballard

Annual Research Symposium

No abstract provided.

Pediatric Anesthesia And Virtual Reality: Managing Perioperative Pain And Anxiety– A Scoping Review, Moneer Sharafi, Mason Pham, Alec Wiscombe

Doctoral Projects

Pediatric surgery is common, but it often causes considerable anxiety and pain. A staggering percentage of children experience preoperative anxiety, which can heighten pain, delay recovery, and contribute to complications such as emergence delirium and longer-term behavioral issues (Fortier & Kain, 2015). Virtual reality (VR), which immerses users in computer-generated environments, has been proposed as a distraction technique to reduce these challenges. This Doctor of Nursing Practice (DNP) project conducted a scoping review to examine the effectiveness of VR in reducing perioperative pain and anxiety in pediatric patients. The review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses …

The Science Of Sound: Studying The Cognitive, Emotional, And Physiological Effects Of Frequency, Genre, And Music, Jett Yarborough

Senior Honors Theses

Music influences emotion, physiology, and cognition, yet little is known about how the frequency it is tuned to affects these influences. Prior research has shown that music tuned to 432 Hz can reduce stress, lower blood pressure, and improve sleep. My colleagues and I conducted two studies to investigate this. Our research found that music tuned to 432 Hz promotes a significant increase in memory retention and induces a state of focus and relaxation. These results suggest that shifting from the standard tuning frequency of 440 Hz to 432 Hz could have a profoundly positive impact on our daily lives. …

Enhancing Cataract Surgery Outcomes: Optimal Use Of Pre- And Post-Operative Eye Drops, Keith Skolnick M.D., Anu Valiaveedu

Mako: NSU Undergraduate Student Journal

Many preoperative and postoperative cataract patients struggle with comprehending the use of prescription medication as directed. Language barriers and low health literacy levels are major factors contributing to improper use of prescriptions. To increase patients comprehension, the Fort Lauderdale Eye Institute employed an educational intervention consisting of a live presentation and an instructional video. Results found that 44% of patients were hesitant to ask questions to clinical staff, 32% felt overwhelmed, and nearly 70% lacked confidence in using their prescribed eye drops. Following the intervention, 91% of patients reported increased confidence in their medications, and most indicated that the video …

Implementation Of A Triage System For The Residents At A Residential Facility To Improve Triage Assessment Skills Of The Staff As Well As Improve The Level And Timeliness Of Care, Andrew J. Choi Rn, Neha Gopal Rn, Andres N. Padilla Rn, Dana Son

Master's Projects and Capstones

Triage is an integral part of the clinical process which involves assessing patients and determining their level of care in order to get them appropriate, timely treatment. Several countries utilize a standardized triage system with established criteria to aid staff in their decision-making during assessments (Peta et al., 2023). The Nursing and Residential Triage (NaRT) tool, from the Manchester Triage System (MTS), was shown to enhance staff clinical assessment skills and help avoid inappropriate ED transfers during a study among older adults in a residential facility (Markey et al., 2024). For this project, the main issue identified at the residential …

Surveying Management Strategies For Pediatric Autoimmune Hepatitis, Lillie Baca

University Honors Theses

Pediatric autoimmune hepatitis (PAIH) is a long-term condition that requires ongoing treatment and regular monitoring. It is characterized by its elevation of liver enzymes, interface hepatitis, and the specific presence of circulating autoantibodies. There is a general lack of consensus on appropriate measures of diagnostic criteria, treatment medication, and beneficial practices for monitoring the disease. The existing literature contains several subtle discrepancies that challenge a practitioner's judgement for care management of children with autoimmune hepatitis. This study is a retrospective chart review aimed at understanding the current diagnostics, treatment, and long-term management strategies of PAIH at a single center. Also, …

Scoping Review Of Algorithms For Electronic Fetal Monitoring, Katherine Sabatier, Kate Fouquier Cnm, Phd, Facnm

Doctor of Nursing Practice Projects

Purpose/Background

The purpose of this scoping review is to review the use of an algorithm in evaluating continuous external fetal heart rate (FHR) monitoring in labor as opposed to clinician judgment for improved fetal outcomes, including earlier recognition of abnormal tracings (Clark et al., 2017). FHR monitoring was created to evaluate for fetal hypoxia in labor and has become standard practice (Gyllencreutz et al., 2018). One of the goals of the use of cardiotocography is to decrease hypoxia-induced fetal metabolic acidemia and neurologic injury. There are multiple options for individual or computer-based algorithms in evaluating FHR to reduce fetal acidemia …

Role Of Eye-Tracking Technology And Software Algorithms In Enhancing Adhd Detection And Diagnosis: A Systematic Literature Review, Lauren E. Perkins

Honors College Theses

This systematic literature review explores the role of eye-tracking technology and software algorithms in enhancing the detection and diagnosis of ADHD. ADHD, a neurodevelopmental disorder affecting both children and adults, is traditionally diagnosed through behavioral assessments, which may lack objectivity. Recent studies suggest that eye-tracking, specifically focusing on saccades, fixations, and blink rates, offers the potential for more accurate and objective measures of ADHD. The review examines clinical trials, observational studies, and machine learning research to assess the correlation between ADHD and eye movement patterns. Results indicate that individuals with ADHD exhibit distinct eye movement patterns, which can be quantified …

Caregiver Perceptions On Telehealth-Based Audiological Services Offered Within A Mobile-Health Clinic For Infants, Divhanani Sithi, Samantha Marlanie Govender Dr

Journal of Early Hearing Detection and Intervention

Purpose: Telehealth audiological services offered within a mobile clinic can expand the range of hearing healthcare services to rural and remote areas where many patients, in particular infants with hearing loss, go undetected due to limited access to specialist care. This study describes caregiver perceptions on the use of synchronous telehealth-based Auditory Brainstem Response (ABR) services offered for their infants.

Method: A self-administered questionnaire comprising a total of 15 questions was issued to forty (n = 40) caregivers to rate their perceptions of the service.

Results: Caregivers were satisfied (76.8%) with mobile telehealth-based services on aspects of access, satisfaction …

Accessible Real-Time Eye-Gaze Tracking For Neurocognitive Health Assessments, A Multimodal Web-Based Approach, Daniel C. Tisdale

Master's Theses

We introduce a novel integration of real-time, predictive eye-gaze tracking models into a multimodal dialogue system tailored for remote health assessments. This system is designed to be highly accessible requiring only a conventional webcam for video input along with minimal cursor interaction and utilizes engaging gaze-based tasks that can be performed directly in a web browser. We have crafted dynamic subsystems that capture high-quality data efficiently and maintain quality through instances of user attrition and incomplete calls. Additionally, these subsystems are designed with the foresight to allow for future re-analysis using improved predictive models, as well as enable the creation …

Analyzing The Effectiveness Of Transcutaneous Auricular Vagus Nerve Stimulation On Parkinson’S Disease Related Gait Function: A Systematic Review And Meta-Analysis, Sami Dakhel, Jonathan Elias, Alexander King

Rowan-Virtua Research Day

Background: Those suffering from Parkinson’s Disease often experience a shuffling gait, alongside many other symptoms, due to the degradation of dopaminergic neurons in the substantia nigra. Transcutaneous auricular vagus nerve stimulation (taVNS) operates by non-invasively applying an electrical current to the cutaneous receptive field formed by the auricular branch of the vagus nerve in the outer ear. We sought to determine if taVNS would serve as a non-invasive alternative to addressing Parkinson’s related gait dysfunction.

Purpose: This systematic review and meta-analysis analyzes the effectiveness of taVNS on the reduction of gait dysfunction caused by Parkinson’s Disease.

Methods: The systematic review …

Transcranial Electrical Stimulation As A Treatment For Aging-Related Cognitive Disorders: Review Of Published Evidence, Srujan Dadi, Kyle Jackson, Don Shamilov

Rowan-Virtua Research Day

Alzheimer's disease (AD) and MCI are a major concern in modern neuropsychiatric care, chiefly for their difficult management. This strategic literature review categorizes MCI via the Jak-Bondi criteria and relates it to tES treatment paradigms. Commonly used outcome measures and regional brain mapping data synergizes associations between MCI pathology and potential tES treatment targets. Effect sizes were calculated and attributed to outcome measures based on primary articles evaluating the efficacy of tES. These were then corresponded to a desired Jack-Bondi classification. A better understanding of the efficacy of tES on specific brain regions in synergy with diagnostic criteria will allow …

A Comprehensive Examination Of Age-Related Lower Limb Muscle Function Asymmetries Across A Variety Of Muscle Contraction Types, Kylee Heap

All Graduate Reports and Creative Projects, Fall 2023 to Present

Previous research has found that lower limb muscle asymmetries increase with age and are linked to fall and injury risks. However, past studies lacked a wide variety of muscle function modes and measures as well as comparison to a comparable young aged group. The purpose of this study was to examine age-related lower limb muscle function asymmetries across a variety of muscle contraction types and velocities in young and old adults. Lower limb muscle balance, strength, power, and velocity were evaluated with concentric, isometric, isotonic, and eccentric muscle actions during a single-leg stance test and on single- and multi-joint dynamometers …

The Case For Using Composition Tomography To Evaluate Perirectal Necrotizing Fasciitis: Is It Really Necessary?, Tyler Bayliss, David Denning

Marshall Journal of Medicine

Clinical reviews of Fournier’s Gangrene state that diagnostic protocol includes interpreting CT, MRI, or Ultrasound imaging along with clinical symptoms and lab findings. We think that the use of imaging techniques as a diagnostic tool is no longer needed as Fournier’s Gangrene is specific enough of a disease that clinicians can diagnose using labs and physical examination alone.

Cases of perirectal necrotizing soft tissue infection recorded at St. Marys Medical Center were reviewed. Results of physical exams and imaging were compared along with measurements of severity upon admittance and length of stay. Due to the COVID-19 pandemic, we investigated if …

Pharmacologic Management Of Postpartum Hemorrhage In An Urban Hospital, Jessica Summer Martin Bsn, Rn, Alison Brubaker Doyle Bsn, Rn, Lacey Camille Ballard Bsn, Rn, Stephanie Marie Maupin Bsn, Rn, Kate Fouquier Phd, Aprn, Cnm, Facnm

Doctor of Nursing Practice Projects

This retrospective chart review examined female patients (N=25) who had a postpartum hemorrhage. Electronic medical records from Regional One Health were queried for ICD-10 072 related codes from January 1, 2021-October 31, 2023. Of those, a maximum of 25 charts were identified and the information was deidentified. All data was de-identified, coded, encrypted, housed, and locked securely. Selected records that met the above criteria were then queried for the following: Baseline demographics, gravida, para, amount of blood loss, pharmacological and non-pharmacological interventions, and timing of tranexamic acid (TXA) administration. Data was imported into MS Excel and statistical analysis was conducted …

A Desirable Advancement But Not Without Concern For Black Blood Sequences: Vessel Wall Imaging May Not Be Blindly Done, Subhendra N. Sarkar

Publications and Research

Time of flight (TOF) gradient echo magnetic resonance angiography (MRA) is a bright lumen method that is supposed to be simpler but is not free of challenges. Post-treatment, tricky geometry, Gd build up and high fields pose challenges and practice variation making some special applications of even the well-developed bright blood method questionable in treated AVMs as discussed in a prior editorial (Sarkar Eur Rad, 2023). In this editorial another, perhaps more important (pseudo-steady state for black blood angiography) is discussed. It has been agreed upon that assessment of vessel wall integrity, particularly plaques and other arterial wall diseases is …

Mandatory Second Opinion To Reduce Caesarean Section Rate Among Low-Risk Pregnant Women At A Private Tertiary Hospital: An Analysis Using Who Robson Classification., Gregory Ntiyakunze

Master of Obstetrics and Gynecology

v> The caesarean section rate has increased globally, even among low-risk obstetric deliveries. Consequently, mothers and babies are exposed to potential complications associated with caesarean sections. Therefore, the World Health Organization has introduced measures to reduce unnecessary caesarean sections, including a globally accepted classification system for all deliveries Robson's system and recommended safe non-medical interventions, such as mandatory second opinions prior to caesarean sections

Utilizing Ai Integrated Neuroimaging Technology To Expand Upon Machine Learning In Positron Emission Tomography Technology With The Aim Of Detecting Amyloid Beta Biomarkers Early In The Onset Of Alzheimer's., Ethan S. Terman

Undergraduate Research Posters

Early intervention in Alzheimer's is vital for treatment. The earlier a professional can detect symptoms and make a diagnosis the earlier a prognosis can be implemented. With the prevalence of data in our day-to-day world combined with Artificial intelligence (AI), utilizing both for machine learning can pave the way for more accurate and efficient detection of Alzheimer's and other neurodegenerative diseases. AI combined with Machine learning (ML) increases diagnostic efficiency and reduces human errors, making it a valuable resource for physicians and clinicians alike. With the increasing amount of data processing and image interpretation required, the ability to use AI …

Epileptic Seizure Classification Using Image-Based Data Representation, Amber Surles

Graduate Theses and Dissertations (2019 - present)

Epilepsy is a recurrence of seizures caused by a disorder of the brain in over 3.4 million people nationwide. Some people are able to predict their seizures based off prodrome, which is an early sign or symptom that usually resembles mood changes or a euphoric feeling even days to an hour before occurrence. Consequently, the natural instincts of the body to react to an upcoming attack lends credence to the existence of a pre-ictal state that precedes seizure episodes. Physicians and researchers have thus sought for an automated approach for predicting or detecting seizures.

In this research, we evaluate the …

Cardiovascular Disease Prediction Modelling: A Machine Learning Approach, Usmaan Al-Shehab, Maduka Gunasinghe, Yousuf Elkhoga, Nimay Patel, Juliana Yang

Rowan-Virtua Research Day

The objective of this project is to utilize the UCI Heart Disease dataset to identify physiological biomarkers that are highly correlated with heart disease incidence. A predictive model can then be developed using these biomarkers to estimate the likelihood of someone having or developing a heart-related condition. This study compares the efficacy of predicting cardiovascular disease as an outcome using three machine learning algorithms: Support Vector Machine, Gaussian Naive Bayes, and logistic regression. Support Vector Machine works by creating hyperplanes between data points to conduct classification. Gaussian Naive Bayes works by using the conditional probabilities of events to classify the …

A Proof Of Concept For Detection Of Palato-Lingual Contact Without Intraoral Electrodes In A Human Participant, Amitava Biswas

Master's Theses

The author of this thesis conceived and investigated an unexpected electrical signal that may not be noticed during regular electroglottography (EGG) when electrodes are conventionally placed on the anterior surface of the throat. It appears that there is a measurable electrical signal from the EGG equipment when electrodes are placed over the frontal cheek (belly of zygomatic muscle), and the tongue is elevated to contact the hard palate, or the tongue is lowered to break the contact. Therefore, this phenomenon is designated as unconventional electroglottography (UEGG, Dr. Steven Cloud, private communication, July 17, 2022).

Two distinctive patterns of waveforms were …

Head And Neck Tumor Histopathological Image Representation With Pre- Trained Convolutional Neural Network And Vision Transformer, Ranny Rahaningrum Herdiantoputri, Daisuke Komura, Tohru Ikeda, Shumpei Ishikawa

Journal of Dentistry Indonesia

Image representation via machine learning is an approach to quantitatively represent histopathological images of head and neck tumors for future applications of artificial intelligence-assisted pathological diagnosis systems. Objective: This study compares image representations produced by a pre-trained convolutional neural network (VGG16) to those produced by a vision transformer (ViT-L/14) in terms of the classification performance of head and neck tumors. Methods: W hole-slide images of five oral t umor categories (n = 319 cases) were analyzed. Image patches were created from manually annotated regions at 4096, 2048, and 1024 pixels and rescaled to 256 pixels. Image representations were …

Digital 3d Brain Mri Arterial Territories Atlas, Chin-Fu Liu, Johnny Hsu, Xin Xu, Ganghyun Kim, Shannon M. Sheppard, Erin L. Meier, Michael I. Miller, Argye E. Hillis, Andreia V. Faria

Communication Sciences and Disorders Faculty Articles and Research

The locus and extent of brain damage in the event of vascular insult can be quantitatively established quickly and easily with vascular atlases. Although highly anticipated by clinicians and clinical researchers, no digital MRI arterial atlas is readily available for automated data analyses. We created a digital arterial territory atlas based on lesion distributions in 1,298 patients with acute stroke. The lesions were manually traced in the diffusion-weighted MRIs, binary stroke masks were mapped to a common space, probability maps of lesions were generated and the boundaries for each arterial territory was defined based on the ratio between probabilistic maps. …

Combining Novel Direction Modulated Brachytherapy Tandem-And-Ovoids Applicators For Treatment Planning Of Multi-Institutional Cervical Cancer Cases: Removing Needles In Intracavitary-Interstitial Techniques, Sharmin Alam

Theses and Dissertations

Lack of standard guidelines for optimal needle insertion during high-dose-rate (HDR) intracavitary-interstitial (IC-IS) brachytherapy of the cervix means a sophisticated and technical skillset of inserting needles next to IC applicators must be developed to enhance plan quality. This study sought to evaluate the performance of two separate direction modulated brachytherapy (DMBT) tandem applicators used in conjunction with one set of novel DMBT ovoids, to effectively obviate the need for IS needles.

A cohort of 32 retrospective clinical HDR brachytherapy plans was re-planned with Varian’s BrachyVision^® treatment planning system, using VEGO^® inverse optimization algorithm, with dose heterogeneity accounted for …

Using Data And Evidence To Improve Quality Of Life For Patients With Alzheimer’S Disease, Ying Wang

2023

As an irreversible, progressive brain disorder, Alzheimer’s disease (AD) imposes a severe burden upon patients and their caregivers, as well as the healthcare system. Of the ten leading causes of death in the United States, Alzheimer’s disease is the only one without a pharmacological intervention that has been proven to cure or delay the onset of the disease. Aging is the primary risk factor contributing to Alzheimer’s disease in the elderly. With an aging population that continues to grow, the challenges for the healthcare system surrounding AD become more and more serious. My dissertation aims to contribute to a better …

Three-Dimensional Motion Analysis For Occupational Therapy Upper Extremity Assessment And Rehabilitation: A Scoping Review, Stephen W. Hill, Samantha Mong, Quyen Vo

The Open Journal of Occupational Therapy

Background: Three-dimensional (3D) human motion analysis provides objective, quantitative, and reliable kinematic data that are valuable in rehabilitation. Clinicians, including occupational therapists and other specialists, can apply this technology to quantify patients’ upper extremity (UE) motion during functional tasks. A better comprehension of altered body mechanics serves to guide clinical reasoning, develop evidence-based interventions, and monitor patients’ progress through follow-up. However, the scientific literature has yet to emphasize the practicality of using 3D motion analysis as a clinical measurement tool.

Method: This scoping review appraised 20 articles that used 3D motion analysis to quantify UE movements for individuals …

Effects Of Environmental Conditions, Core Temperature, And Hydration Status On Women’S Soccer Performance, Abigail G. Poague

Student Scholar Showcase

This study aimed to discover the effects of hydration status, core temperature, sleep data, perceived exertion, and environmental conditions affected the GPS-tracked performance of women's division III soccer players. The results of this study support the association between internal load, hydration status, and environmental conditions with external load.