Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

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 …

Practicality In Pocus: Benefits Of Ultrasound Training In Medical Education, Robert Martin, Ho An Lau, Ryan Morrison, Kate Deiling

Rowan-Virtua Research Day

As point-of-care ultrasound (POCUS) becomes an integral component of healthcare, both undergraduate and graduate medical POCUS education is urgently necessary in curricula. Despite the apparent need of POCUS curricula, there remains a lingering question: Are there evidence-based benefits to POCUS training in undergraduate and/or graduate medical education settings? This systematic review utilized PubMed, Google Scholar, and Scopus to identify articles of interest that met the inclusion criteria and relevance to undergraduate and/or graduate medical education. Qualitative evaluation of research was conducted to identify common themes for benefits of POCUS and the requirements or characteristics for effective POCUS educational curricula. Results …

Outcomes Of Arthroscopic Vs. Open Biceps Tenodesis For Treatment Of Slap Lesion In Female Patients, Adeeb Hanna, Matthew Wallingford, William Johns, John Sonner, Emma Johnson, Sommer Hammoud, Brandon Erickson, Steven Cohen, Michael Ciccotti, Meghan Bishop

Rowan-Virtua Research Day

Background: Biceps tenodesis (BT) is one alternative treatment to repair of superior labrum anterior to posterior (SLAP) tears. It can be performed as an arthroscopy or open procedure. While there have been studies comparing the outcomes of SLAP repair procedures with BT for the treatment of SLAP tears, literature comparing arthroscopic and open BT for the treatment of SLAP tears is limited. Additionally, no previous study has specifically examined the outcomes of these procedures in female patients.

Hypothesis/Purpose: The purpose of this study was to compare outcomes following Arthroscopic BT and Open BT for SLAP tears in females. The authors …

Inflammatory Marker Levels Among Patients Diagnosed With Autism Spectrum Disorder And Congenital Heart Defects, Patrick Pearce, Venkateswar Venkataraman, Andrea Iannuzzelli, Jennifer Lecomte

Rowan-Virtua Research Day

Autism Spectrum Disorder (ASD) and congenital heart defects (CHD) are conditions that both confer an immense increase in standard of care, and utilization of medical resources addressing comorbidities. One shared symptom that has been consistently cited is inflammation. This review sought to explore the levels of Tumor Necrosis Factor-�� (TNF-��) and Interleukin-6 (IL-6) between patients diagnosed as having either ASD or CHD. By compiling published data containing the mean values of these two inflammatory markers within these populations, it was shown that while both have significantly elevated levels compared to a phenotypically normal demographic, there is no significant difference between …

Case Report: Proximal Large Bowel Obstruction Due To Constipation Requiring Subtotal Colectomy And Ileostomy, Brian Lim, Russell Mordecai, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

Large bowel obstructions are an abdominal emergency with morbidity and mortality dependent on early diagnosis . This case is of a 58-year-old male who presented with large bowel obstruction due to constipation. Differential diagnosis of large bowel obstruction ranges from benign to emergent should include conditions such as Ogilvie’s syndrome, paralytic ileus, small bowel obstruction to toxic megacolon. This male with only a risk factor of opioid use after spinal surgery. Attempts at medical management were made but the patient ultimately needed definitive management through exploratory laparostomy.

Isolated Temazepam Overdose: A Unique Case Of An Unresponsive Female, Eric Doane

Rowan-Virtua Research Day

Cases of acute overdose presenting to the emergency department pose a great challenge given that history can sometimes be limited or at times be inaccurate. While naloxone is routinely given in the field to help reduce opiate’s sedating effects, the routine use of flumazenil has not been routinely adopted in cases of benzodiazepine overdose. This is because, unlike naloxone, there are many medications that act on the GABA receptor, and flumazenil is only specific for binding to the benzodiazepine/GABA receptor. This can lead to an unmasking of other medications that may be co-ingested that also effect the GABA receptor leading …

Design And Preliminary Testing Of A Multi-Use 3d-Printed Splint For Wilderness Medicine, Ryan Desrochers, John Desrochers

Rowan-Virtua Research Day

Splinting devices are commonplace in emergency medicine, as musculoskeletal and soft tissue injuries account for a majority of nonfatal events in wilderness medicine. Current splint designs, such as the SAM splint, sacrifice site-specific stability for their portability. This leads to the need for a similarly portable, but more securely fitting splint device. This design aims to provide a lightweight, multi-use, reusable, biodegradable, and inexpensive solution for splinting in wilderness medicine. A thin plate constructed of polylactic acid extruded from a 3D printer becomes easily malleable after submersion in hot water and can be form fitted to almost any location on …

Mixed Beri’S: High Output Heart Failure From Severe Anemia And Thiamine Deficiency, Rohan Umrani, Hiral Amin, Ashley Pinckney, Charles Yang, Daniel Tran

Rowan-Virtua Research Day

Background: Severe anemia and thiamine deficiency can independently result in high output heart failure (HOHF) through different mechanisms. Data on the threshold and timeframe at which these etiologies may precipitate HOHF is unclear.

Case: A 63-year-old male with alcohol use disorder consuming 18 drinks/week presented with progressive shortness of breath and lower extremity edema for a few months. Physical exam revealed tachycardia, anasarca, jugular venous distension, Lancisi’s sign, and a midsystolic murmur. Echocardiogram demonstrated EF of 30-35%, dilated left ventricle, and cardiac index of 4.2L/min/m2.

Decision-Making: Heart failure can independently precipitate anemia while severe alcoholism can induce myelosuppression and promote …

Management And Considerations In The Usage Of Txa In Hemorrhagic Trauma Patients, Matthew Petterson, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

Tranexamic acid is a synthetic reversible competitive inhibitor that exerts its action on plasminogen, preventing plasmin formation and deterring fibrinolysis.1 Current FDA-approved indications of TXA include heavy menstrual bleeding and short-term blood loss prevention in patients with hemophilia following tooth extraction.1 TXA has more recently been utilized in the management of massive hemorrhagic trauma patients despite this being an off-label use. While TXA has shown promise as a hemostatic agent for this patient population, considerations in the pre-hospital and hospital settings must be examined for its integration into massive hemorrhage protocols.

A Rare Case Of Left Main Vasospasm Resulting In Sudden Cardiac Death, Trinava Roy, Anjeli Patel, Tania Maheshwari, Vasu Palli

Rowan-Virtua Research Day

Background: Coronary artery vasospasm (CAV) is transient spasm of a coronary artery that can lead to cardiac ischemia. We present a case with left main (LM) CAV identified on electrocardiogram (ECG) and cardiac catheterization resulting in appropriate therapy.

Case: A 52 year old female with months of spontaneously resolving episodic neck pain, flushing, and diaphoresis presented to the emergency department after a resuscitated cardiac arrest. Initial ECG was without evidence of ischemia, however high-sensitivity troponin (522) was elevated. Telemetry monitoring and ECG showed transient ST elevations in V1 and diffuse ST depressions with left bundle branch block. LV Function was …

Dislodged Endovascular Heat-Induced Thrombus Resulting In Pulmonary Embolus Following Post-Operative Ultrasound Compression, Danielle Park, Aghilas Belkadi, Luke Perry, Michael Kachmar, Holly Graves

Rowan-Virtua Research Day

Introduction: Venous insufficiency and consequent varicose veins are common problems faced by many patients. Fortunately, there are many treatment options available including a minimally invasive method known as radiofrequency ablation (RFA). RFA is not without complications; amongst those are endovascular heat induced thrombosis (EHIT). This rare complication is typically managed conservatively; however, in rare occasions, the thrombus can detach and embolize causing further issues for patients.

Case Description: A 48-year-old male underwent an uneventful RFA procedure for a CEAP 4a venous insufficiency. On the post-operative ultrasound venous duplex evaluation, the patient was found to have EHIT type 2 in the …

Evaluation Of Outcome Following Oocyte Retrieval In Women With Marked Diminished Oocyte Reserve (Dor) Where The Only Oocyte Retrieved Was In A Metaphase I State, Brooke Neumann, Jerome Check, Carrie Wilson, Donna Summers, Kathleen Hollahan

Rowan-Virtua Research Day

OBJECTIVE: To determine if there is value in culturing a metaphase I oocyte to metaphase II followed by intracytoplasmic sperm injection (ICSI), fertilization, then embryo transfer (ET) in women with marked DOR. MATERIALS AND METHODS: A follicle stimulating hormone (FSH) receptor up-regulation technique was used in women whose day 3 serum FSH levels were >12 mIU/mL and/or the serum anti-mullerian (AMH) level was <1ng/mL to mature antral follicle(s) to the dominant follicle stage (average diameter >18) and serum estradiol (E2) >200pg/mL when 10,000 IU human chorionic gonadotropin (hCG) would be given followed by oocyte retrieval 32 hours later. The basic tenet of this follicle maturation technique is to 1) use very little …

The Effect Of Graft Selection On Patients’ Subjective Readiness To Return To Sport After Acl Reconstruction, Adeeb Hanna, William Johns, Emma Johnson, Bryson Kelmer, Gabriel Onor, Kevin Freedman, Christopher Dodson, Michael Ciccotti

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Background: Patients who undergo ACL reconstruction with allografts may have an easier functional recovery compared to autograft patients. This is due to decreased donor site morbidity and less muscle atrophy compared to autograft patients. This “easier” recovery may be perceived by patients and may result in a subjective earlier readiness for return to sports.

Hypothesis/Purpose: To determine if there is a difference in perceived readiness to return to sport (RTS) in the first year postoperative period between individuals who undergo ACL reconstruction utilizing bone-patellar tendon-bone (BTB) autografts or allografts.

Study Design: Prospective Cohort Study, Level II Methods: This was a …

Association Of Prematurity And Urogenital Comorbidities With Postoperative Outcomes Of Ureteroneocystostomy For Vesicoureteral Reflux, Raeann Dalton, Young Son, Edward Wu, Leah Anderton, Matthew Eximond, Lance Earnshaw, Katelyn Klimowich, Gregory Dean

Rowan-Virtua Research Day

Background: It is estimated that 20-30% of congenital anomalies involve the kidney and ureter, and these rates are even higher in infants with low birth weights. Vesicoureteral reflux (VUR) occurs when there is a backflow of urine from the bladder to the kidney. Depending on severity, this condition may require surgical correction with ureteroneocystostomy (UNC). The impact of premature birth and presence of urogenital comorbidities on outcomes of UNC is not known. The objective of this study is to determine the relationship between premature birth and urogenital comorbidities with operative outcomes of UNC for VUR.

Methods: The 2020 American College …

The Impact Of Covid-19 On Post-Recovery Memory, Chelsea Mcnamara, Alison Mancuso

Rowan-Virtua Research Day

The SARS-CoV-2 virus, responsible for the covid-19 pandemic, has had profound effects on countries worldwide. As the pandemic progressed, clinical and patient data continued to mount. A subset of symptoms named “Long Covid Syndrome” persisted in patients after recovering from infection. One commonly reported but understudied symptom was a deficit in memory function. Although commonly reported, prevalence of ‘brain fog’ has yet to be characterized using patient data. Using Rowan Medicine electronic patient data, we were able to collect information on patients before and after the emergence of the coronavirus. Data was collected on reported memory-related symptoms as well as …

Purple Urine Bag Syndrome (Pubs) In A Patient With A Chronic Indwelling Foley, Kelsey Murray, Kishan B. Patel

Rowan-Virtua Research Day

Purple urine bag syndrome (PUBS) is a rare medical condition characterized by the appearance of purple discoloration in the urine collection bag of patients who use catheters for urinary drainage. PUBS is primarily seen in elderly, female, and institutionalized patients who have chronic indwelling catheters. The discoloration occurs due to the presence of certain bacteria that produce pigments, which react with the plastic materials of the catheter and urine collection bag, leading to the formation of a purple color. In addition to the aesthetic concerns, PUBS may also indicate an underlying urinary tract infection or other medical conditions that require …

Obstructive Hydrocephalus Caused By A Colloid Cyst Presenting As A Transient Ischemic Attack (Tia), Muhammad Nadeem

Rowan-Virtua Research Day

Colloid cysts are benign growths commonly found in the third ventricle or at the Foramen of Monroe. They are composed of epithelial lining filled with gelatinous material that contain cholesterol, mucin, old blood and ions. Most colloid cysts are asymptomatic but can present with a variety of symptoms that range from headaches, diplopia, memory problems, and vertigo. They can also present as an obstructive hydrocephalus with the classic “Wet, wacky and wobbly” triad. Rarely colloid cysts have been reported to cause sudden death. They can present to the ED with any spectrum of these symptoms.

Characterization Of Antibiotic Susceptibility Profiles Of Extensively- And Pan-Drug Resistant Acinetobacter Baumannii Clinical Isolates, Rachel Carr, Justin Halim, Rebecca Fliorent, Henry Fraimow, Dejan Nikolic, Valerie Carabetta

Rowan-Virtua Research Day

Acinetobacter baumannii is an opportunistic pathogen common in intensive care units (ICUs), particularly among immunocompromised individuals. Nosocomial A. baumannii infections have become increasingly problematic in recent years, as these bacteria rapidly acquire antibiotic resistance, leading to the emergence of multidrug, extensively drug and pan drug-resistant (MDR, XDR, and PDR, respectively) isolates. Recently, Cooper University Hospital (CUH) experienced a large increase in highly drug-resistant A. baumannii infections, which had a mortality rate of 60%. Oftentimes, physicians had to turn to combinations of drugs with no experimental verification or historically shelved antibiotics, such as the polymyxins, in a desperate attempt to save …

Chemical Restraints In The Emergency Department, Nicholas Noffsinger

Rowan-Virtua Research Day

Chemical restraint is a critical intervention used in emergency departments to manage acutely agitated or violent patients. It involves the administration of medication to induce sedation and control behavior, with the goal of ensuring patient and staff safety while allowing necessary medical interventions to be performed. However, the use of chemical restraints necessitates close observation of vital signs and any potential side effects, as well as careful consideration of patient-specific considerations.

An Unusual Ed Case: Spontaneous Necrotizing Fasciitis Presenting As Hypoxic Pneumonia, Chetna Thawani, Kishan Patel

Rowan-Virtua Research Day

We present a case of necrotizing fasciitis initially presenting as septic hypoxic pneumonia, and discuss imaging modalities and diagnostic evaluation. Necrotizing soft tissue infection (NSTI) is a rapidly progressive surgical emergency with a mortality rate of 30%. In approximately 80% of cases, it is introduced through a break in the skin. It can also occur after any invasive procedure or surgery. It is most commonly associated with skin flora including staph and strep, though polymicrobial infections are most common. It usually presents with signs of systemic infection, including fever, chills, sepsis, altered mental status - and signs of cutaneous involvement …