Medical Specialties Commons^™

Effect Of The Covid-19 Pandemic On Seizure Control Status In Patients With Epilepsy, A A Asadi-Pooya, Seyed Ali Nabavizadeh, Mohsen Farazdaghi

Department of Neurology Faculty Papers

Background: Previous studies have shown that patients with epilepsy (PWE) perceived significant disruption in the quality and provision of care due to the coronavirus disease 2019 (COVID-19) pandemic. The present study aimed to investigate the effect of this pandemic on seizure control status and changes in seizure frequency in PWE.

Methods:A consecutive sample of adult PWE registered in the database of Shiraz Epilepsy Center (Shiraz, Iran) was included in the study. In July 2021, phone interviews were conducted with all selected patients. Information such as age, sex, last seizure, seizure type, and frequency during the 12 months before the …

The Medicine Forum: Volume 23

The Medicine Forum

The Journal of Thomas Jefferson University Hospital - Department of Internal Medicine, Volume 23, 2021-2022

TABLE OF CONTENTS

Case Reports

• Cardiology
• Gastroenterology and Hepatology
• Hematology and Oncology
• Pulmonary Medicine

Resident Reflection

Machine Learning And Scalable Informatics Methods To Predict Disease Status From Multimodal Biomedical Data, Hossein Mohammadian Foroushani

McKelvey School of Engineering Graduate Student Theses & Dissertations

Biological understanding of complex diseases such as stroke and obesity is critical for the advancement of medicine. Further knowledge discovery can provide effective biomarkers to improve disease diagnosis and prognosis, identify driver mutations, predict individual genetic susceptibility for early prevention and effective disease management, and facilitate development of personalized drugs. Stroke is the second leading cause of death and long-term disability in the world. Thus, stroke management is a time-sensitive emergency. The initial hours after stroke onset map the trajectory of subsequent neurologic complications. Cerebral edema develops hours to days after acute ischemic stroke and may result in midline shift …

Intrinsic Cardiac Effects Of Severe Acute Respiratory Syndrome Coronavirus 2 In Coronavirus Disease 2019, Brittany Danielle Brumback

McKelvey School of Engineering Graduate Student Theses & Dissertations

Cardiac arrhythmias, particularly ventricular arrhythmias, can be life-threatening and caused by both congenital genetic mutations and acquired cardiac injury. My thesis work was originally focused on delineating the effects of genetic mutation-driven dysregulation of a protein called Hey2 in Brugada Syndrome, a complex disease characterized by a predisposition to dangerous arrhythmias originating in the right ventricular outflow tract. In response to the pandemic, my thesis work shifted toward understanding the mechanisms of cardiovascular injury in Coronavirus disease 2019 (COVID-19), which is associated with serious cardiovascular complications, including ventricular arrhythmias and sudden cardiac death as well as endothelial dysfunction and coagulopathies. …

Evaluation And Clinical Implementation Of A Dual-Energy Ct Stopping-Power Ratio Mapping Technique For Proton-Therapy Treatment Planning, Maria Jose Medrano Matamoros

McKelvey School of Engineering Graduate Student Theses & Dissertations

Proton radiotherapy has the potential to treat tumors with better conformal dose distribution than competing modalities when the rapid dose falloff at the end of the proton-beam range is correctly aligned to the edge of the clinical target volume (CTV). However, its clinical potential is dependent on the accurate localization of the Bragg-peak position from predicted stopping-power ratio maps. The method that is most commonly used in today’s clinical practice for predicting stopping-power ratio (SPR) consists of a stoichiometric calibrationtechnique based on single-energy CT (SECT) for direct estimation of patient-specific SPR distribution from vendor-reconstructed Hounsfield Unit (HU) images. Unfortunately, this …

"I Need More Knowledge": Qualitative Analysis Of Oncology Providers' Experiences With Sexual And Gender Minority Patients, Christina L Tamargo, Edith P Mitchell, Lynne Wagner, Melissa A Simon, Ruth C Carlos, Bruce J Giantonio, Matthew B Schabath, Gwendolyn P Quinn

Department of Medical Oncology Faculty Papers

Background: While societal acceptance for sexual and gender minority (SGM) individuals is increasing, this group continues to face barriers to quality healthcare. Little is known about clinicians' experiences with SGM patients in the oncology setting. To address this, a mixed method survey was administered to members of the ECOG-ACRIN Cancer Research Group.

Materials and methods: We report results from the open-ended portion of the survey. Four questions asked clinicians to describe experiences with SGM patients, reservations in caring for them, suggestions for improvement in SGM cancer care, and additional comments. Data were analyzed using content analysis and the constant comparison …

Secure Human Action Recognition By Encrypted Neural Network Inference, Miran Kim, Xiaoqian Jiang, Kristin Lauter, Elkhan Ismayilzada, Shayan Shams

Faculty, Staff and Student Publications

Advanced computer vision technology can provide near real-time home monitoring to support "aging in place" by detecting falls and symptoms related to seizures and stroke. Affordable webcams, together with cloud computing services (to run machine learning algorithms), can potentially bring significant social benefits. However, it has not been deployed in practice because of privacy concerns. In this paper, we propose a strategy that uses homomorphic encryption to resolve this dilemma, which guarantees information confidentiality while retaining action detection. Our protocol for secure inference can distinguish falls from activities of daily living with 86.21% sensitivity and 99.14% specificity, with an average …

Advancing The Portability, Field Of View, And Spatiotemporal Resolution Of Multi-Parametric Photoacoustic Microscopy, Fenghe Zhong

McKelvey School of Engineering Graduate Student Theses & Dissertations

Capable of structural, functional, molecular, and metabolic imaging with high spatial resolution in vivo, photoacoustic microscopy (PAM) is an emerging tool in biomedical research. Further, recent advances in multi-parametric acquisition and analysis make PAM uniquely capable of simultaneously mapping the total concentration of hemoglobin (CHb), oxygen saturation of hemoglobin (sO2), and blood flow speed. However, there are multiple major limitations, including, the large footprint, low imaging speed, limited imaging contrast, and insufficient axial resolution, which impedance its applications in basic and translational research. In this dissertation, I presented potential solutions to overcome the limitations above.In the first part of this …

Association Between The Baseline Gene Expression Profile In Periapical Granuloma And Periapical Wound Healing After Surgical Endodontic Treatment, Muhammad Adeel Ahmed, Fizza Nazim, Khalid Ahmed, Muhammad Furqan Bari, Abdulaziz Abdulwahed, Ahmed A. Almokhatieb, Yaseen Alalvi, Tariq Abduljabbar, Muhammad Nouman Mughal, Syed Hani Abidi

Department of Biological & Biomedical Sciences

In this study, we have investigated the association between the baseline gene expression profile in periapical granuloma and periapical wound healing after surgical endodontic treatment. Twenty-seven patients aged between 15 and 57 years underwent periapical surgery. The retrieved periapical tissue sample was used for mRNA expression analysis of COL1A1, VTN, ITGA5, IL-4, TNF, ANGPT, VEGFA, and CTGF. All patients were recalled after 6 and 12 months for periapical healing evaluation. Healing was then correlated with baseline gene expression. Healing was observed in 15 patients at the end of 6 months, which increased to 21 patients after 12 months. Six patients …

Re-Analysis And Additional Information Needed To Inform Conclusions Comment On Halenova Et Al Deuterium-Depleted Water As Adjuvant Therapeutic Agent For Treatment Of Diet-Induced Obesity In Rats, Colby J Vorland, Xiwei Chen, Daniella E Chusyd, Luis M Mestre, Stephanie L Dickinson, David B Allison, Andrew W Brown

Children’s Nutrition Research Center Staff Publications

We were interested to read the report by Halenova et al. [...].

A Multi-Institutional Prediction Model To Estimate The Risk Of Recurrence And Mortality After Mastectomy For T1-2n1 Breast Cancer, Sarah M C Sittenfeld, Emily C Zabor, Sarah N Hamilton, Henry M Kuerer, Mahmoud El-Tamer, George E Naoum, Pauline T Truong, Alan Nichol, Benjamin D Smith, Wendy A Woodward, Tracy-Ann Moo, Simon N Powell, Chirag S Shah, Alphonse G Taghian, Ibrahim Abu-Gheida, Rahul D Tendulkar

Faculty, Staff and Student Publications

Background: Post-mastectomy radiation therapy (PMRT) in women with pathologic stage T1-2N1M0 breast cancer is controversial.

Methods: Data from five North American institutions including women undergoing mastectomy without neoadjuvant therapy with pT1-2N1M0 breast cancer treated from 2006 to 2015 were pooled for analysis. Competing-risks regression was performed to identify factors associated with locoregional recurrence (LRR), distant metastasis (DM), overall recurrence (OR), and breast cancer mortality (BCM).

Results: A total of 3532 patients were included for analysis with a median follow-up time among survivors of 6.8 years (interquartile range [IQR], 4.5-9.5 years). The 2154 (61%) patients who received PMRT had significantly more …

Good Scientific Practice In Eeg And Meg Research: Progress And Perspectives, Guiomar Niso, Laurens R Krol, Etienne Combrisson, A Sophie Dubarry, Madison A Elliott, Clément François, Yseult Héjja-Brichard, Sophie K Herbst, Karim Jerbi, Vanja Kovic, Katia Lehongre, Steven J Luck, Manuel Mercier, John C Mosher, Yuri G Pavlov, Aina Puce, Antonio Schettino, Daniele Schön, Walter Sinnott-Armstrong, Bertille Somon, Anđela Šoškić, Suzy J Styles, Roni Tibon, Martina G Vilas, Marijn Van Vliet, Maximilien Chaumon

Faculty, Staff and Student Publications

Good scientific practice (GSP) refers to both explicit and implicit rules, recommendations, and guidelines that help scientists to produce work that is of the highest quality at any given time, and to efficiently share that work with the community for further scrutiny or utilization. For experimental research using magneto- and electroencephalography (MEEG), GSP includes specific standards and guidelines for technical competence, which are periodically updated and adapted to new findings. However, GSP also needs to be regularly revisited in a broader light. At the LiveMEEG 2020 conference, a reflection on GSP was fostered that included explicitly documented guidelines and technical …

Mixed-Phenotype Acute Leukemia: Clinical Diagnosis And Therapeutic Strategies, Binsah S George, Binoy Yohannan, Anneliese Gonzalez, Adan Rios

Faculty, Staff and Student Publications

Mixed-phenotype acute leukemia (MPAL) comprises a heterogenous group of leukemias that are genetically, immunophenotypically, and clinically, diverse. Given the rarity of the disease, the diagnosis and treatment of MPAL is extremely challenging. Recent collaborative efforts have made significant progress in understanding the complex genomic landscape of MPAL. Some retrospective studies support starting ALL-type induction followed by an allogeneic stem cell transplant(allo-sct) in the first complete remission; however, due to the inherent bias of retrospective data and small case series, a prospective validation of AML- and ALL-based regimen, and the incorporation of targeted therapies based on genetics and immunophenotype are warranted. …

Gray And White Matter Abnormality In Patients With T2dm-Related Cognitive Dysfunction: A Systemic Review And Meta-Analysis, Teng Ma, Ze-Yang Li, Ying Yu, Bo Hu, Yu Han, Min-Hua Ni, Yu-Xiang Huang, Hao-Han Chen, Wen Wang, Lin-Feng Yan, Guang-Bin Cui

Faculty, Staff and Student Publications

Aims/hypothesis

Brain structure abnormality in patients with type 2 diabetes mellitus (T2DM)-related cognitive dysfunction (T2DM-CD) has been reported for decades in magnetic resonance imaging (MRI) studies. However, the reliable results were still unclear. This study aimed to make a systemic review and meta-analysis to find the significant and consistent gray matter (GM) and white matter (WM) alterations in patients with T2DM-CD by comparing with the healthy controls (HCs).

Methods

Published studies were systemically searched from PubMed, MEDLINE, Cochrane Library and Web of Science databases updated to November 14, 2021. Studies reporting abnormal GM or WM between patients with T2DM-CD and …

Accuracy Of Iol Power Calculation Formulas For Acrysof Sn60wf Versus Tecnis Zcb00 Intraocular Lenses, Cynthia C Jiang, Noah M Hodson, Daniel A Johnson, Ahmad Kheirkhah

Faculty, Staff and Student Publications

PURPOSE: To compare the accuracy of various intraocular lens power formulas for two monofocal hydrophobic foldable lenses, the AcrySof SN60WF and the Tecnis ZCB00.

METHODS: This retrospective study included 409 eyes from 409 patients who underwent uncomplicated cataract surgery (299 eyes with SN60WF and 110 eyes with ZCB00). Biometry was performed for all eyes with an IOLMaster 700. Predicted refraction from five different IOL power formulas (Barrett Universal II, Haigis, Hoffer-Q, Holladay 2, and SRK/T) was compared to postoperative refraction at one to three months for the following axial length strata: short eyes (

RESULTS: In patients with medium eyes, …

Vascular Implications Of Covid-19: Role Of Radiological Imaging, Artificial Intelligence, And Tissue Characterization: A Special Report., Narendra N Khanna, Mahesh Maindarkar, Anudeep Puvvula, Sudip Paul, Mrinalini Bhagawati, Puneet Ahluwalia, Zoltan Ruzsa, Aditya Sharma, Smiksha Munjral, Raghu Kolluri, Padukone R Krishnan, Inder M Singh, John R Laird, Mostafa Fatemi, Azra Alizad, Surinder K Dhanjil, Luca Saba, Antonella Balestrieri, Gavino Faa, Kosmas I Paraskevas, Durga Prasanna Misra, Vikas Agarwal, Aman Sharma, Jagjit Teji, Mustafa Al-Maini, Andrew Nicolaides, Vijay Rathore, Subbaram Naidu, Kiera Liblik, Amer M Johri, Monika Turk, David W Sobel, Gyan Pareek, Martin Miner, Klaudija Viskovic, George Tsoulfas, Athanasios D Protogerou, Sophie Mavrogeni, George D Kitas, Mostafa M Fouda, Manudeep K Kalra, Jasjit S Suri

Heart and Vascular Articles

The SARS-CoV-2 virus has caused a pandemic, infecting nearly 80 million people worldwide, with mortality exceeding six million. The average survival span is just 14 days from the time the symptoms become aggressive. The present study delineates the deep-driven vascular damage in the pulmonary, renal, coronary, and carotid vessels due to SARS-CoV-2. This special report addresses an important gap in the literature in understanding (i) the pathophysiology of vascular damage and the role of medical imaging in the visualization of the damage caused by SARS-CoV-2, and (ii) further understanding the severity of COVID-19 using artificial intelligence (AI)-based tissue characterization (TC). …

Genetic Variants In Cyp2b6 And Hsd17b12 Associated With Risk Of Squamous Cell Carcinoma Of The Head And Neck, Hongliang Liu, Guojun Li, Erich M Sturgis, Sanjay Shete, Kristina R Dahlstrom, Mulong Du, Christopher I Amos, David C Christiani, Philip Lazarus, Qingyi Wei

Faculty, Staff and Students Publications

Polycyclic aromatic hydrocarbons (PAH) and tobacco-specific nitrosamines (TSNA) metabolism-related genes play an important role in the development of cancers. We assessed the associations of genetic variants in genes involved in the metabolism of PAHs and TSNA with risk of squamous cell carcinoma of the head and neck (SCCHN) in European populations using two published genome-wide association study datasets. In the single-locus analysis, we identified two SNPs (rs145533669 and rs35246205) in CYP2B6 to be associated with risk of SCCHN (P = 1.57 × 10

Clinical And Radiologic Factors Associated With Adnexal Torsion In Premenarchal And Menarchal Children And Adolescents., Beth I. Schwartz, Rebecca J. Mercier, Sharon Gould, David Saul, Claire Loiselle, Nimali Weerasooriya, Katrina Marcinkowski, Erin A Teeple, Loren Berman

Department of Obstetrics and Gynecology Faculty Papers

BACKGROUND: Adnexal torsion is a gynecologic emergency in children and adolescents but remains a challenging diagnosis, with no consistent clinical or radiologic diagnostic criteria. Our objective was to identify risk factors associated with adnexal torsion in premenarchal and menarchal patients with surgically confirmed torsion compared with those without torsion.

METHODS: We conducted a retrospective chart review of all patients who underwent surgery between January 2016 and December 2019 for possible adnexal torsion. Data on demographics, clinical characteristics, radiologic variables, and operative findings were compared using descriptive statistics. Independent predictors of torsion were then examined in multivariate logistic regression models.

RESULTS: …

Covad Survey 2 Long-Term Outcomes: Unmet Need And Protocol, Zoha Zahid Fazal, Parikshit Sen, Mrudula Joshi, Naveen Ravichandran, James B. Lilleker, Vishwesh Agarwal, Sinan Kardes, Minchul Kim, Jessica Day, Ashima Makol

Medical College Documents

Vaccine hesitancy is considered a major barrier to achieving herd immunity against COVID-19. While multiple alternative and synergistic approaches including heterologous vaccination, booster doses, and antiviral drugs have been developed, equitable vaccine uptake remains the foremost strategy to manage pandemic. Although none of the currently approved vaccines are live-attenuated, several reports of disease flares, waning protection, and acute-onset syndromes have emerged as short-term adverse events after vaccination. Hence, scientific literature falls short when discussing potential long-term effects in vulnerable cohorts. The COVAD-2 survey follows on from the baseline COVAD-1 survey with the aim to collect patient-reported data on the long-term …

Relevance Of Medullary Vein Sign In Neurosarcoidosis, Richard Liberio, Emily Kramer, Anza B Memon, Ryan Reinbeau, Parissa Feizi, Joe Joseph, Janet Wu, Shitiz Sriwastava

Faculty, Staff and Student Publications

BACKGROUND: Central nervous system involvement is uncommon in patients with sarcoidosis. It remains a diagnostic challenge for clinicians, as there is a broad differential diagnosis that matches the presenting neurological signs. Often, the imaging findings also overlap with other disease entities. One understudied finding in patients with neurosarcoidosis is the presence of medullary vein engorgement on SWI imaging, termed the "medullary vein sign", which has been postulated to be a specific sign for neurosarcoidosis. This study aims to provide an understanding of the diagnostic potential of the medullary vein sign.

METHODS: Thirty-two patients who presented with neurologic signs concerning for …

A Quantitative Investigation Of Treating Lung Tumors With Dynamic Conformal Arcs Vs. Vmat For Lung Sbrt Plans, Shawn Loutos

Masters Projects

Introduction

This study aims to investigate the comparisons in dynamic conformal arc, VMAT (no ASC), forced MU limitations (ASC), or a 50/50 hybrid arc (ASC) in how they can improve a lung SBRT case where the tumor is abutting a dose critical structure. The goal of this research is to investigate multiple treatment techniques in an attempt to increase the dose constraint pass rate. The variables in comparison are how well different plan iterations can successfully meet constraints as well as pass a 0.5 modulation complexity score (MCS).

Methods

10 previously treated patients were used in this study who exhibited …

Immunotherapy For Type 1 Diabetes Mellitus By Adjuvant-Free Schistosoma Japonicum-Egg Tip-Loaded Asymmetric Microneedle Patch (Stamp), Haoming Huang, Dian Hu, Zhuo Chen, Jiarong Xu, Rengui Xu, Yusheng Gong, Zhengming Fang, Ting Wang, Wei Chen

Faculty, Staff and Student Publications

BACKGROUND: Type 1 diabetes mellitus (T1DM) is an autoimmune disease mediated by autoreactive T cells and dominated by Th1 response polarization. Insulin replacement therapy faces great challenges to this autoimmune disease, requiring highly frequent daily administration. Intriguingly, the progression of T1DM has proven to be prevented or attenuated by helminth infection or worm antigens for a relatively long term. However, the inevitable problems of low safety and poor compliance arise from infection with live worms or direct injection of antigens. Microneedles would be a promising candidate for local delivery of intact antigens, thus providing an opportunity for the clinical immunotherapy …

Identification Of Missing Hierarchical Relations In The Vaccine Ontology Using Acquired Term Pairs, Warren Manuel, Rashmie Abeysinghe, Yongqun He, Cui Tao, Licong Cui

Faculty, Staff and Student Publications

Background

The Vaccine Ontology (VO) is a biomedical ontology that standardizes vaccine annotation. Errors in VO will affect a multitude of applications that it is being used in. Quality assurance of VO is imperative to ensure that it provides accurate domain knowledge to these downstream tasks. Manual review to identify and fix quality issues (such as missing hierarchical is-a relations) is challenging given the complexity of the ontology. Automated approaches are highly desirable to facilitate the quality assurance of VO.

Methods

We developed an automated lexical approach that identifies potentially missing is-a relations in VO. First, we construct two types …

Targeting Hyaluronic Acid Synthase-3 (Has3) For The Treatment Of Advanced Renal Cell Carcinoma, Xiaohan Xu, Kyle L Poulsen, Lijuan Wu, Shan Liu, Tatsunori Miyata, Qiaoling Song, Qingda Wei, Chenyang Zhao, Chunhua Lin, Jinbo Yang

Faculty, Staff and Student Publications

Non-alcohol-associated fatty liver/steatohepatitis (NAFL/NASH) has become the leading cause of liver disease worldwide. NASH, an advanced form of NAFL, can be progressive and more susceptible to developing cirrhosis and hepatocellular carcinoma. Currently, lifestyle interventions are the most essential and effective strategies for preventing and controlling NAFL without the development of fibrosis. While there are still limited appropriate drugs specifically to treat NAFL/NASH, growing progress is being seen in elucidating the pathogenesis and identifying therapeutic targets. In this review, we discussed recent developments in etiology and prospective therapeutic targets, as well as pharmacological candidates in pre/clinical trials and patents, with a …

An Ebp Approach To Managing Post Cardiac Arrest Interdisciplinary Care, Mary Kay Bader, Teresa Wavra, Tauseef Qureshi, Jon Cline, Marne Andersen

2022 Southern California Nursing Research Conference

The Joint Commission (TJC) published new performance standards on Post Cardiac Arrest (PCA) care that went into effect on Jan 1, 2022. The new standards encourage hospitals to review and synthesize current scientific literature on Post Cardiac Arrest Syndrome (PCAS) and analyze current hospital practice. Following a review of the evidence, hospitals are guided to create a multidisciplinary protocol and education that facilitates training of personnel, implementation of the evidence into clinical practice, data collection, and case review processes. The intent of the standard is to bring hospital based clinical practice in line with the established standards to improve patient …

The Impact Of Therapeutic Neonatal Positioning In The Nicu, Amanda Blaise

2022 Southern California Nursing Research Conference

Also presented at the National Association of Neonatal Nurses (NANN) Conference in September 2023

Identifying Critical Aging Care Challenges And Opportunities In High-Income Countries: A Cross-Country Comparison Of Denmark, Germany, And The United States, Cassandra Martin

Capstone Collection

Despite the rapid growth in the aging population in the United States, insufficient resources and attention are invested in improving the support systems this population relies on. This discussion explored the question of how the United States as a high-income country fails to operate an aging care support infrastructure that has comparable comprehensiveness, availability, affordability, and overall quality to other high-income countries. Comparing financing structures, long-term care models, and various aging care supports is important for answering this question. This paper approached exploring this question by analyzing specified indicators from publicly available data across the United States, Germany, and Denmark. …

Exploring The Lived Experiences Of New Graduate Nurses During The Covid-19 Pandemic, Julie Youn

2022 Southern California Nursing Research Conference

Background

New graduate nurses (NGNs) in acute care settings are particularly vulnerable to the stressors inherent in nursing, due to the immense amount of experiential learning required at the bedside during the first year of practice. The high amount of stress experienced by NGNs is reflected in high turnover rates. Nurses with less than two years of experience accounted for almost half (47.5%) of all nurse turnovers in 2019. Furthermore, the COVID-19 pandemic has caused much physical and emotional turmoil in the nursing profession due to the increased workload and emotional distress. However, there are limited studies exploring the experiences …

Nocardiosis Of The Central Nervous System: A Rare Complication Of Covid Management?, Matthew Dimeglio, Hamadullah Shaikh, Jennifer Newman, Gustavo Vazsquez-Rubio

Division of Infectious Diseases and Environmental Medicine Faculty Papers

This case report examines a previously immunocompetent male that was treated with a prolonged course of corticosteroids for COVID pneumonia. He then returned with worsening headaches followed by flaccid paralysis of extremities due to cerebral and spinal cord abscesses secondary to Nocardia farcinica. A review of the literature on the mechanism of immunosuppression with COVID infection and corticosteroids is provided.

Labeling Melanoma Cells With Black Microspheres For Improved Sensitivity In Detection Via Photoacoustic Flow Cytometry, Tori Kocsis

Electronic Theses and Dissertations

Melanoma is an aggressive form of skin cancer known for developing into metastatic disease. Current clinical diagnostics, including medical imaging and tissue biopsy, provide a poor prognosis since the cancer is in the late stages of disease progression. In recent years, photoacoustic flow cytometry has allowed for the detection of circulating melanoma cells within patient blood samples in vitro. Although this method exploits the naturally-produced melanin within the cells, it has only successfully detected highly-pigmented melanoma cell lines. Since various forms of melanoma exist, each with varying melanin concentrations, this research aims to provide a novel method for detecting lightly-pigmented …