Dermatology Commons^™

Bridging The Dermatology Divide: A Literature Review Of Artificial Intelligence–Enabled Point-Of-Care Tools For Skin Cancer Detection In Primary Care, Jared Hensley, Smaran Marupudi, Maria Villegas

School of Medicine Publications

The United States faces a critical dermatology workforce shortage, with more than 60% of counties lacking specialist access. Primary care providers (PCPs) are often tasked with managing suspicious skin lesions but demonstrate lower diagnostic accuracy than dermatologists. Artificial intelligence (AI) tools offer potential solutions, and meta-analytic evidence demonstrates that AI assistance improves PCP sensitivity by 13 percentage points and specificity by 11 percentage points. Yet only 1 Food and Drug Administration–authorized device (January 2024) is cleared for nondermatologist use in the United States. This device achieves 96% sensitivity but only 21% specificity, meaning most positive results are false alarms. A …

Seeing Skin, Seeking Evidence: Lessons From A Dermatology Internship, Isabella Floyd

Health, Human Performance and Recreation Undergraduate Honors Theses

Background: Indoor tanning exposes individuals to artificial ultraviolet (UV) radiation through devices such as tanning beds and sunlamps, increasing the risk of skin damage and malignancy. Prior research suggests associations between indoor tanning and melanoma, basal cell carcinoma (BCC), and squamous cell carcinoma (SCC), with potential variation based on age of initiation and cumulative exposure.

Purpose: The purpose of this literature review was to examine the association between indoor tanning and skin cancer risk, with a focus on age at first exposure, frequency, and duration of tanning bed use across melanoma, BCC, and SCC outcomes.

Methodology: A structured literature review …

Occupational Epidemiology Of Acral Lentiginous Melanoma, Lily Guo, Robin Kikuchi, April W. Armstrong, Suephy C. Chen

Department of Dermatology and Cutaneous Biology Faculty Papers

Acral lentiginous melanoma (ALM) classically presents in glabrous skin. Some studies suggest an association between mechanical stress and ALM development. People working jobs with long periods of standing/walking may be exposed to near-daily mechanical stress. To investigate the relationship between occupation type and ALM development, we performed a retrospective cohort study using Optum’s Clinformatics Database (2007—2023). We compared the risk of ALM in adults with occupational data (n = 9,270,935). Retired patients had the highest prevalence (0.081) and incidence per 1,000,000 person-years (0.514, 95% confidence interval = 0.487—0.542) of ALM. We performed multivariate logistic regression, adjusted for demographics and insurance, …

Persistent Lichenoid Reaction And Eruptive Keratoacanthomas Following Pd-1 Inhibitor Therapy, Paul Vance, Michael Hohnadel

HCA Healthcare Journal of Medicine

Background

Immune checkpoint inhibitors, such as nivolumab, have become integral in treating metastatic malignancies by enhancing immune responses against tumors. However, they are associated with immune-related adverse events (irAEs), including cutaneous reactions. We report a case of persistent lichenoid dermatitis during therapy and eruptive keratoacanthomas (KAs) following the cessation of nivolumab.

Case Presentation

A 77-year-old Caucasian man presented with a subcutaneous melanoma on the left lateral chest, treated with excision followed by adjuvant nivolumab. Seven weeks into therapy, he developed pruritic erythematous macules, forming patches on his forearms, later spreading to his trunk. Biopsy confirmed lichenoid dermatitis. Treatment with triamcinolone …

The Effective Utilization Of Artificial Intelligence (Ai) In Early Melanoma Detection, Svetlana Filiche

Rowan-Virtua Research Day

Background:

Melanoma, while comprising only 1% of skin cancer cases, accounts for a high mortality rate due to its ability to metastasize if not detected early. Traditional face-to-face dermatologic evaluations provide limited access to care, resulting in delayed diagnoses.

Significance:

Artificial Intelligence (AI) offers a novel approach to improve diagnostic accuracy and accessibility by alleviating strain on healthcare resources in medically underserved areas.

Methods:

A literature review was conducted using studies published in the last ten years. Eligible resources included case reports, clinical studies, clinical trials, meta-analyses, reviews, and systematic reviews in English. Studies that were repetitive or inapplicable were …

Connecting Disciplines: Dermatologists Discuss Skin Cancer Screening In Physical Therapy, Michael T. Robinson, Lindsay Gietzen

Pacific Journal of Health

Background: This study aims to explore dermatologists’ perspectives on the integration of skin cancer screening within physical therapy practice. The hypothesis is that insights from dermatologists can enhance the efficacy and accuracy of skin cancer screening by physical therapists (PTs), thereby improving early detection rates and patient outcomes. Methods: A total of five dermatologists participated in this study, each with between 5 and 18 years of experience and a diverse range of expert opinions and insights. This qualitative study utilized semi-structured interviews with participating dermatologists. The interview questions focused on their knowledge of skin cancer screening, perceptions of its implementation …

Regional Disparities In Melanoma Mortality: A Study Of The Lower Rio Grande Valley In South Texas, Jared Hensley, Smaran Marupudi, Neharika Penmetcha, Blake C. Martin, Natasha Quailes, Elias Arellano Villanueva, Maria Villegas

Research Symposium

Background: Melanoma, a serious skin cancer with substantial morbidity, is influenced by demographic, geographic, and healthcare access factors. South Texas' Lower Rio Grande Valley (LRGV) region—including Starr, Willacy, Cameron, and Hidalgo counties—has a predominantly Hispanic population facing unique barriers to timely diagnosis and treatment. This study investigates the primary causes of death among melanoma patients in the LRGV compared to other Texas regions, aiming to uncover regional disparities that could guide public health interventions.

Methods: We conducted a retrospective cohort analysis using data from the Texas Cancer Registry (1995-2019). Patients were grouped into two cohorts: Group 1 (LRGV counties) and …

Mechanisms Of Familial And Uv-Induced Melanoma, Jeri D. Hughes

Pursuit - The Journal of Undergraduate Research at The University of Tennessee

Melanoma is the most common form of skin cancer in the United States. Melanoma is a disease where cancerous cells derive from melanocytes. Common melanoma susceptibility genes induce dysregulation in the mitogen-activated protein kinase (MAPK) pathway, phosphatase and tensin homolog (PTEN),and AKT expression. Melanoma can be induced through prolonged UV-radiation or familial diagnosis. This article aims to discuss the mechanisms of both familial and UV-induced melanomagenesis

Skin Cancer Risk In Patients With Brca Mutations, Lucy J Navsaria, Allen M Haas, Jessica L Corredor, Banu K Arun, Sharon H Giordano, Kevin T Nead, Mackenzie R Wehner

Faculty, Staff and Student Publications

No abstract provided.

Identifying Subsets Of Cancer Patients With An Increased Risk Of Developing Cutaneous Melanoma: A Surveillance, Epidemiology, And End Results-Based Analysis, Thomas Z. Rohan, Jenna L. Mandel, Henry Y. Yang, Lauren Banner, Daniel Joffe, Rachel Zachian, Jaanvi Mehta, Safiyyah Bhatti, Tingting Zhan, Neda Nikbakht

SKMC Student Presentations and Publications

Cancer survivors have an increased risk of developing second primary malignancies. We aimed to identify whether certain cancers lead to an increased risk of developing melanoma among cancer survivors. We evaluated the risk of developing cutaneous melanoma after the 20 most common cancers in the United States through the Surveillance, Epidemiology, and End Results database. We identified 9 primary cancers linked to increased risk of developing a subsequent cutaneous melanoma: cutaneous melanoma (standardized incidence ratio [SIR] = 9.65), leukemia (SIR = 1.76), non-Hodgkin lymphoma (SIR = 1.33), thyroid cancer (SIR = 1.32), brain and nervous system cancer (SIR = 1.31), …

Increased Myositis And Possible Myocarditis In Melanoma Patients Treated With Immune Checkpoint Inhibitors In The Covid-19 Era, Allison L. Gradone, Vincent T Ma, Alexi Vasbinder, Leslie A Fecher, Sarah Yentz, Salim S Hayek, Christopher D Lao

Department of Medical Oncology Faculty Papers

BACKGROUND: Immune checkpoint inhibitor (ICI)-mediated myocarditis results in significant morbidity and mortality. At our institution, we noted an increased incidence of ICI-mediated myocarditis cases, leading to further investigation in our database of advanced melanoma patients treated with ICI therapy.

METHODS: A single-center, retrospective cohort analysis of patients with advanced melanoma identified cases of ICI-mediated myocarditis and myositis.

RESULTS: 366 patients with advanced melanoma received a dose of ICI from September 2014 to October 2019. Of these patients, there were 0 cases of ICI-mediated myocarditis (0%, 95% CI 0%-1.0%) and 2 cases of ICI-mediated myositis (0.55%, 95% CI 0.07%-1.96%). From November …

Waiting For A Cure: Factors Influencing Melanoma Treatment Delays, Lisa Huang, David Rubin, Lothar Vidal, Jordan Riser, Christopher Jones, Samantha Hiester

Rowan-Virtua Research Day

Melanoma, with a five-year survival rate of 94% in early-stage diagnosis, drops significantly when diagnosed at later stages, making identifying barriers to timely treatment crucial. This literature review examines factors influencing melanoma treatment wait times and their impact on patient outcomes. Elderly, male, and Medicare patients, along with those with higher Breslow thickness and severe melanoma stages, experienced longer wait times. Patients receiving intervention within 30 days had better survival rates. Lack of knowledge and misconceptions about melanoma contribute to delayed care, particularly in communities with lower incidence rates. Black patients faced longer waits from diagnosis to surgery, indicating disparities. …

Geographic Distribution Of Melanoma Cases In Maine: Identifying Vulnerable Counties For Targeted Intervention, Joshua R. Parbs, Madeline Prentiss, Calla Hladky, Henry Stoddard, Kathryn Stevens, Elizabeth V. Seiverling, Peggy Cyr

Journal of Maine Medical Center

Introduction: Maine has the twelfth highest incidence of melanoma in the United States. The purpose of this study was to determine which Maine counties were the most impacted by melanoma through the use of geographical methods. Identification of counties with the highest prevalence of melanoma will help in targeting future training and public health interventions.

Methods: All melanoma cases (n=5,340) reported to the Maine CDC Cancer Registry from 2013 to 2018 were sorted by pathologic T stage. Data were sorted by county and population-adjusted. Population data and provider data came from Area Health Resource Files. County and zip-code maps were …

A Review Of Current And Pipeline Drugs For Treatment Of Melanoma, Nicole Natarelli, Sarah J. Aleman, Isabella M. Mark, Jasmine T. Tran, Sean Kwak, Elizabeth Botto, Shaliz Aflatooni, Michael J. Diaz, Shari R. Lipner

School of Medicine Faculty Publications

Malignant melanoma is the most aggressive form of skin cancer. Standard treatment options include surgery, radiation therapy, systemic chemotherapy, targeted therapy, and immunotherapy. Combining these modalities often yields better responses. Surgery is suitable for localized cases, sometimes involving lymph node dissection and biopsy, to assess the spread of the disease. Radiation therapy may be sometimes used as a standalone treatment or following surgical excision. Systemic chemotherapy, while having low response rates, is utilized as part of combination treatments or when other methods fail. The development of resistance to systemic chemotherapies and associated side effects have prompted further research and clinical …

Health Economic Consequences Associated With Covid-19-Related Delay In Melanoma Diagnosis In Europe, Lara V Maul, Dagmar Jamiolkowski, Rebecca A Lapides, Alina M Mueller, Axel Hauschild, Claus Garbe, Paul Lorigan, Jeffrey E Gershenwald, Paolo Antonio Ascierto, Georgina V Long, Michael Wang-Evers, Richard A Scolyer, Babak Saravi, Matthias Augustin, Alexander A Navarini, Stefan Legge, István B Németh, Ágnes J Jánosi, Simone Mocellin, Anita Feller, Dieter Manstein, Alexander Zink, Julia-Tatjana Maul, Alessandra Buja, Kaustubh Adhikari, Elisabeth Roider

Faculty, Staff and Student Publications

IMPORTANCE: The COVID-19 pandemic resulted in delayed access to medical care. Restrictions to health care specialists, staff shortages, and fear of SARS-CoV-2 infection led to interruptions in routine care, such as early melanoma detection; however, premature mortality and economic burden associated with this postponement have not been studied yet.

OBJECTIVE: To determine the premature mortality and economic costs associated with suspended melanoma screenings during COVID-19 pandemic lockdowns by estimating the total burden of delayed melanoma diagnoses for Europe.

DESIGN, SETTING, AND PARTICIPANTS: This multicenter economic evaluation used population-based data from patients aged at least 18 years with invasive primary cutaneous …

Cd133-Dependent Activation Of Phosphoinositide 3-Kinase /Akt/Mammalian Target Of Rapamycin Signaling In Melanoma Progression And Drug Resistance, Naji Kharouf, Thomas W. Flanagan, Abdulhadi A. Alamodi, Youssef Al Hmada, Sofie Yasmin Hassan, Hosam Shalaby, Simeon Santourlidis, Sarah Lilly Hassan, Youssef Haikel, Mossad Megahed, Robert T. Brodell, Mohamed Hassan

School of Medicine Faculty Publications

Melanoma frequently harbors genetic alterations in key molecules leading to the aberrant activation of PI3K and its downstream pathways. Although the role of PI3K/AKT/mTOR in melanoma progression and drug resistance is well documented, targeting the PI3K/AKT/mTOR pathway showed less efficiency in clinical trials than might have been expected, since the suppression of the PI3K/mTOR signaling pathway-induced feedback loops is mostly associated with the activation of compensatory pathways such as MAPK/MEK/ERK. Consequently, the development of intrinsic and acquired resistance can occur. As a solid tumor, melanoma is notorious for its heterogeneity. This can be expressed in the form of genetically divergent …

Mechanisms Of Melanoma Progression And Treatment Resistance: Role Of Cancer Stem-Like Cells, Youssef Al Hmada, Robert T. Brodell, Naji Kharouf, Thomas W. Flanagan, Abdulhadi A. Alamodi, Sofie Yasmin Hassan, Hosam Shalaby, Sarah Lilly Hassan, Youssef Haikel, Mosaad Megahed, Simeon Santourlidis, Mohamed Hassan

School of Medicine Faculty Publications

Melanoma is the third most common type of skin cancer, characterized by its heterogeneity and propensity to metastasize to distant organs. Melanoma is a heterogeneous tumor, composed of genetically divergent subpopulations, including a small fraction of melanoma-initiating cancer stem-like cells (CSCs) and many non-cancer stem cells (non-CSCs). CSCs are characterized by their unique surface proteins associated with aberrant signaling pathways with a causal or consequential relationship with tumor progression, drug resistance, and recurrence. Melanomas also harbor significant alterations in functional genes (BRAF, CDKN2A, NRAS, TP53, and NF1). Of these, the most common are the BRAF and NRAS oncogenes, with 50% …

Xtx101, A Tumor-Activated, Fc-Enhanced Anti-Ctla-4 Monoclonal Antibody, Demonstrates Tumor-Growth Inhibition And Tumor-Selective Pharmacodynamics In Mouse Models Of Cancer, Kurt A. Jenkins, Miso Park, Magali Pederzoli-Ribeil, Ugur Eskiocak, Parker Johnson, Wilson Guzman, Megan Mclaughlin, Deborah Moore-Lai, Caitlin O'Toole, Zhen Liu, Benjamin Nicholson, Veronica Flesch, Huawei Qiu, Tim Clackson, Ronan C. O'Hagan, Ulrich Rodeck, Margaret Karow, Jennifer O'Neil, John C. Williams

Department of Dermatology and Cutaneous Biology Faculty Papers

INTRODUCTION: The clinical benefit of the anti-CTLA-4 monoclonal antibody (mAb) ipilimumab has been well established but limited by immune-related adverse events, especially when ipilimumab is used in combination with anti-PD-(L)1 mAb therapy. To overcome these limitations, we have developed XTX101, a tumor-activated, Fc-enhanced anti-CTLA-4 mAb.

METHODS: XTX101 consists of an anti-human CTLA-4 mAb covalently linked to masking peptides that block the complementarity-determining regions, thereby minimizing the mAb binding to CTLA-4. The masking peptides are designed to be released by proteases that are typically dysregulated within the tumor microenvironment (TME), resulting in activation of XTX101 intratumorally. Mutations within the Fc region …

Skin Cancers In Medicare Beneficiaries With Actinic Keratoses, Cassandra Mohr, Yao Li, Lucy J Navsaria, Candice L Hinkston, Sanjay S Shete, David J Margolis, Mackenzie R Wehner

Faculty, Staff and Student Publications

Importance: Actinic keratoses (AK) are common premalignant skin lesions with a small risk of progressing to cutaneous squamous cell carcinoma (SCC). There is some evidence that patients with AKs also have increased risks of other skin cancers beyond SCC. However, the absolute risks of skin cancer in patients with AKs are unknown.

Objective: To calculate the absolute and relative risks of future skin cancer in Medicare beneficiaries with AKs.

Design, setting, and participants: This retrospective cohort study was performed using a deidentified, random sample of 4 999 999 fee-for-service Medicare beneficiaries from 2009 through 2018. Patients with treated AKs were …

Advances In Melanoma: Epidemiology, Diagnosis, And Prognosis, Shayan Waseh, Jason B. Lee

Department of Dermatology and Cutaneous Biology Faculty Papers

Unraveling the multidimensional complexities of melanoma has required concerted efforts by dedicated community of researchers and clinicians battling against this deadly form of skin cancer. Remarkable advances have been made in the realm of epidemiology, classification, diagnosis, and therapy of melanoma. The treatment of advanced melanomas has entered the golden era as targeted personalized therapies have emerged that have significantly altered the mortality rate. A paradigm shift in the approach to melanoma classification, diagnosis, prognosis, and staging is underway, fueled by discoveries of genetic alterations in melanocytic neoplasms. A morphologic clinicopathologic classification of melanoma is expected to be replaced by …

Ccdc50 Promotes Tumor Growth Through Regulation Of Lysosome Homeostasis, Penghui Jia, Tian Tian, Zibo Li, Yicheng Wang, Yuxin Lin, Weijie Zeng, Yu Ye, Miao He, Xiangrong Ni, Ji'an Pan, Xiaonan Dong, Jian Huang, Chun-Mei Li, Deyin Guo, Panpan Hou

Faculty, Staff and Student Publications

The maintenance of lysosome homeostasis is crucial for cell growth. Lysosome-dependent degradation and metabolism sustain tumor cell survival. Here, we demonstrate that CCDC50 serves as a lysophagy receptor, promoting tumor progression and invasion by controlling lysosomal integrity and renewal. CCDC50 monitors lysosomal damage, recognizes galectin-3 and K63-linked polyubiquitination on damaged lysosomes, and specifically targets them for autophagy-dependent degradation. CCDC50 deficiency causes the accumulation of ruptured lysosomes, impaired autophagic flux, and superfluous reactive oxygen species, consequently leading to cell death and tumor suppression. CCDC50 expression is associated with malignancy, progression to metastasis, and poor overall survival in human melanoma. Targeting CCDC50 …

Gut Microbiome In Patients With Early-Stage And Late-Stage Melanoma, Russell G Witt, Samuel H Cass, Tiffaney Tran, Ashish Damania, Emelie E Nelson, Elizabeth Sirmans, Elizabeth M Burton, Manoj Chelvanambi, Sarah Johnson, Hussein A Tawbi, Jeffrey E Gershenwald, Michael A Davies, Christine Spencer, Aditya Mishra, Matthew C Wong, Nadim J Ajami, Christine B Peterson, Carrie R Daniel, Jennifer A Wargo, Jennifer L Mcquade, Kelly C Nelson

Faculty, Staff and Student Publications

IMPORTANCE: The gut microbiome modulates the immune system and responses to immunotherapy in patients with late-stage melanoma. It is unknown whether fecal microbiota profiles differ between healthy individuals and patients with melanoma or if microbiota profiles differ among patients with different stages of melanoma. Defining gut microbiota profiles in individuals without melanoma and those with early-stage and late-stage melanoma may reveal features associated with disease progression.

OBJECTIVE: To characterize and compare gut microbiota profiles between healthy volunteers and patients with melanoma and between patients with early-stage and late-stage melanoma.

DESIGN, SETTING, AND PARTICIPANTS: This single-site case-control study took place at …

Prame And Lef1 In Combined Deep Penetrating Nevus And Combined Blue Nevus: Utility And Pitfall, Kaitlin Vanderbeck, Aimi T Rothrock, Woo Cheal Cho, Priyadharsini Nagarajan, Phyu P Aung, Courtney Hudgens, Roland L Bassett, Doina Ivan, Victor G Prieto, Jonathan L Curry, Carlos A Torres-Cabala

Faculty, Staff and Student Publications

Deep penetrating nevi (DPN), particularly those showing combined features, or combined deep penetrating nevi (CDPN), may show histopathological resemblance to blue nevus (BN) and melanoma. Preferentially Expressed Antigen in MElanoma (PRAME) is a marker that helps distinguish melanoma from benign melanocytic lesions. Lymphoid enhancer-binding factor 1 (LEF1) has been proposed to be used in conjunction with β-catenin for diagnosis of DPN. The immunohistochemical expression of PRAME and LEF1 was evaluated in 10 DPN (including 6 CDPN and 2 DPN-like proliferations with atypical features), 16 BN (including combined and cellular BN), and 2 melanomas with features of DPN or BN. PRAME …

Perspectives In Melanoma: Meeting Report From The Melanoma Bridge (December 1st–3rd, 2022-Naples, Italy), Paolo A Ascierto, Sanjiv S Agarwala, Allison Betof Warner, Marc S Ernstoff, Bernard A Fox, Thomas F Gajewski, Jérôme Galon, Claus Garbe, Brian R Gastman, Jeffrey E Gershenwald, Pawel Kalinski, Michelle Krogsgaard, Rom S Leidner, Roger S Lo, Alexander M Menzies, Olivier Michielin, Poulikos I Poulikakos, Jeffrey S Weber, Corrado Caracò, Iman Osman, Igor Puzanov, Magdalena Thurin

Faculty, Staff and Student Publications

Outcomes for patients with melanoma have improved over the past decade with the clinical development and approval of immunotherapies targeting immune checkpoint receptors such as programmed death-1 (PD-1), programmed death ligand 1 (PD-L1) or cytotoxic T lymphocyte antigen-4 (CTLA-4). Combinations of these checkpoint therapies with other agents are now being explored to improve outcomes and enhance benefit-risk profiles of treatment. Alternative inhibitory receptors have been identified that may be targeted for anti-tumor immune therapy, such as lymphocyte-activation gene-3 (LAG-3), as have several potential target oncogenes for molecularly targeted therapy, such as tyrosine kinase inhibitors. Unfortunately, many patients still progress and …

Presence Of Circulating Tumor Cells Predates Imaging Detection Of Relapse In Patients With Stage Iii Melanoma, Anthony Lucci, Sridevi Addanki, Yi-Ju Chiang, Salyna Meas, Vanessa N Sarli, Joshua R Upshaw, Mayank Manchem, Sapna P Patel, Jennifer A Wargo, Jeffrey E Gershenwald, Merrick I Ross

Faculty, Staff and Student Publications

Stage III melanoma includes nodal metastasis or in-transit disease. Five-year survival rates vary between 32% and 93%. The identification of high-risk patients is important for clinical decision making. We demonstrated previously that ≥1 circulating tumor cells (CTCs) at baseline was associated with recurrence. In this study, we investigated how frequently CTCs were identified prior to radiologically detected recurrence. Stage III patients (n = 325) had imaging at baseline and q 3 months. Baseline and q 6-12 months blood draws (7.5 mL) were performed to identify CTCs up to 3.5 years from diagnosis. CTC assessment was performed using the immunomagnetic …

High Expression Of Talin-1 Is Associated With Tumor Progression And Recurrence In Melanoma Skin Cancer Patients., Yasaman Rezaie, Fahimeh Fattahi, Baharnaz Mashinchi, Kambiz Kamyab Hesari, Sahar Montazeri, Elham Kalantari, Zahra Madjd, Leili Saeednejad Zanjani

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND: Talin-1 as a component of multi-protein adhesion complexes plays a role in tumor formation and migration in various malignancies. This study investigated Talin-1 in protein levels as a potential prognosis biomarker in skin tumors.

METHODS: Talin-1 was evaluated in 106 skin cancer (33 melanomas and 73 non-melanomas skin cancer (NMSC)) and 11 normal skin formalin-fixed paraffin-embedded (FFPE) tissue samples using immunohistochemical technique on tissue microarrays (TMAs). The association between the expression of Talin-1 and clinicopathological parameters, as well as survival outcomes, were assessed.

RESULTS: Our findings from data minings through bioinformatics tools indicated dysregulation of Talin-1 in mRNA levels …

Inhibitors Of Histone Deacetylase And Mcl-1 Synergistically Reduce Proliferation In Malignant Melanoma, Mehrnoosh Ghafouri, Chester Gauss, Yue Xi Phd, William Azkoul Ii Md, Abby Knudsen, Jordan Zuckerman, Sharon K. Michelhaugh Phd, Sandeep Mittal Md, Andrew M. Fribley Phd

Medical Student Research Symposium

Melanoma is a skin cancer that arises in melanocytes; it is the fifth most common cancer in the United States with approximately 100,000 new cases per year. Current treatments for malignant melanoma are surgical excision, radiation therapy and systemic therapy; however, the five-year survival rate for patients with stage IV is 29.8%. There is an urgent unmet clinical need to investigate novel treatments for these patients. Panobinostat is an orally available histone deacetylase inhibitor used in several hematologic malignancies, but it was ineffective as a single agent against melanoma in Phase 1. To address the insufficiency of options for melanoma …

Racial Differences In Perceived Risk And Sunscreen Usage, Rebecca Fliorent, Alicia Podwojniak, Lianne Adolphe, Katharine Milani

Rowan-Virtua School of Osteopathic Medicine Departmental Research

Background Although White individuals have higher incidence of melanoma, clinical outcomes are worse among patients with skin of color. This disparity arises from delayed diagnoses and treatment that are largely due to clinical and sociodemographic factors. Investigating this discrepancy is crucial to decrease melanoma-related mortality rates in minority communities. A survey was used to investigate the presence of racial disparities in perceived sun exposure risks and behaviors. Methods A survey consisting of 16 questions was deployed via social media to assess skin health knowledge. Over 350 responses were recorded, and the extracted data were analyzed using statistical software. Results Of …

Skin Lesion Segmentation In Dermoscopic Images With Noisy Data, Norsang Lama, Jason Hagerty, Anand Nambisan, Ronald Joe Stanley, William Van Stoecker

Electrical and Computer Engineering Faculty Research & Creative Works

We Propose a Deep Learning Approach to Segment the Skin Lesion in Dermoscopic Images. the Proposed Network Architecture Uses a Pretrained Efficient Net Model in the Encoder and Squeeze-And-Excitation Residual Structures in the Decoder. We Applied This Approach on the Publicly Available International Skin Imaging Collaboration (ISIC) 2017 Challenge Skin Lesion Segmentation Dataset. This Benchmark Dataset Has Been Widely Used in Previous Studies. We Observed Many Inaccurate or Noisy Ground Truth Labels. to Reduce Noisy Data, We Manually Sorted All Ground Truth Labels into Three Categories — Good, Mildly Noisy, and Noisy Labels. Furthermore, We Investigated the Effect of Such …

Evaluating Kentucky Advanced Practice Registered Nurses’ Confidence, Comfort, And Knowledge Levels Regarding Dermatology Care After A Web-Based Video Training, Victoria Hayden

DNP Projects

Background: It can take an average of 38.9 days to see dermatology from referral to initial appointment. As a result, delays in diagnosis and treatment of life-threatening conditions such as malignant melanoma could occur. Primary care providers frequently refer patients for benign conditions that can be appropriately managed in the primary care setting; often due to lack of knowledge or confidence in their clinical management skills. Educational resources equip providers with the knowledge and tools to feel confident in their management of various skin conditions in a primary care setting. Purpose: The purpose of this project was to …