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 …

The Profile Of Skin Cancer Patients At Dr Pirngadi Hospital Medan: A Retrospective Study, Febrina Dewi Pratiwi Lingga, Aisya Indira, Remenda Siregar

Journal of General - Procedural Dermatology and Venereology Indonesia

Background: Skin cancer is among the most common malignancies, including basal cell carcinoma (BCC), squamous cell carcinoma (SCC), and malignant melanoma. In Indonesia, it ranks third after cervical and breast cancer. This study aimed to analyze the demographic, clinical, and treatment patterns of skin cancer cases at Dr. Pirngadi General Hospital, Medan, Indonesia from 2019 to 2023.

Methods: A retrospective descriptive study was conducted using medical record data of all skin cancer patients treated from 2019 to 2023. Variables analyzed included age, sex, occupation, lesion site, skin cancer type, and treatment modality. Data were analyzed using univariate statistics and presented …

A Comprehensive Narrative Review Of The Challenges Surrounding Cutaneous Scc., Sarah C Beach, Austin S Cusick, Aaron S Farberg, Shannon C Trotter

Ambulatory and Primary Care Articles

Cutaneous squamous cell carcinoma (cSCC) is the second most common nonmelanoma skin cancer (NMSC) and is predominantly found in the head and neck region. With an annual increase in NMSC diagnoses, cSCC presents significant diagnostic and therapeutic challenges. This review discusses the many risk factors for the development of cSCC, outlines the criteria for defining high-risk cSCC, and examines treatment approaches of these tumors based on risk stratification. While most cSCCs are treatable with surgical excision, approximately 5% metastasize, with head and neck cSCC showing poor prognosis once metastasis occurs. High-risk cSCCs, which are more likely to recur or metastasize, …

Spontaneous Tumor Regression And Immunotherapy Response Demonstrate Clonal T-Cell Expansion In Merkel Cell Carcinoma, Patrick Hallaert, John W Roman, Mairead Baker, Natasha T Hill, Jennifer L Marte, James L Gulley, Nicholas Logemann, Courtney W Hudgens, Alexandre Reuben, Isaac Brownell

Faculty, Staff and Student Publications

Merkel cell carcinoma (MCC) is a rare and aggressive neuroendocrine skin cancer that is responsive to immune checkpoint inhibitors (ICI). On rare occasion, MCC spontaneously regresses. It is speculated that this regression occurs when biopsy-induced antigen shedding precipitates an immune response. Here, we demonstrate the activation of an adaptive immune response in a patient whose tumor underwent spontaneous regression after biopsy. To evaluate the tumor immune microenvironment during regression, we performed quantitative immunohistochemical analysis and T-cell receptor (TCR) sequencing. Relative to baseline, the regressing tumor showed evidence of an activated cytotoxic T-cell response together with increased TCR clonality, greater representation …

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 …

Perceived Risk Of Skin Cancer: Influence Of Family History, Age, Ethnicity, And Fitzpatrick Type, Henry Lim, Reem Ayoub, Rafael Do Valle, Kristina Kafle, Dana Olsen, Ysabelle Martinez, Christina Guo, Marshall Hall, Christian Scheufele, Michael Carletti, Stephen Weis

North Texas Research Forum 2025

Background: Skin cancer in the United States accounts for approximately 50% of new early cancer diagnoses. Despite this, many individuals underestimate their personal risk, leading to lower engagement in preventative behaviors. Several factors may influence an individual’s perceived risk, including family history, age, race, ethnicity, skin type, and gender. While some individuals recognize their increased susceptibility based on personal, familial, and cultural experiences, others may have a lower perceived risk due to misconceptions or limited awareness. This study examines how these demographic factors influence individuals' perceived risk of skin cancer. Methods: This study analyzed data from 333 individuals aged 19 …

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.

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. …

Presentations Of Cutaneous Disease In Various Skin Pigmentations: Porokeratosis, Henry Lim, Christopher M. Wong, Christian J. Scheufele, Daniel A. Nguyen, Michael Carletti, Stephen E. Weis

HCA Healthcare Journal of Medicine

Porokeratosis was first described in 1893. It is a relatively rare disorder with over 9 subtypes. Lesions are clinically characterized as well-demarcated, erythematous papules (raised, <1 cm) or plaques (raised, >1 cm), with an atrophic center, and raised scaly border. Porokeratosis is an important diagnosis to identify because it may undergo malignant transformation and mimics many commonly encountered diagnoses. These commonly mimicked diagnoses include squamous cell carcinoma, tinea corporis, nummular dermatitis, and psoriasis vulgaris, to name a few. The clinical images in this review focus on identifying porokeratosis along the full spectrum of skin tones.

Development Of Solitary Keratoacanthoma From A Cutaneous Wart, Joshua M. Ninan, Veronica Salazar

Research Symposium

Background: Common cutaneous warts, referred to in medicine as verrucae vulgaris, are proliferative lesions caused by human papillomavirus. These lesions are mostly benign and usually resolve without incident, except in the case of the patient mentioned in this report. Our patient developed a solitary keratoacanthoma, currently accepted as a clinical variant of squamous cell carcinoma, as a result of several risk factors and traumatic exposure. The current literature does not have an established association of HPV with solitary keratoacanthomas. This case report explores the presentation and pathogenesis of solitary keratoacanthomas within the setting of HPV.

Case Presentation: 48-year-old Caucasian female …

Enhanced Skin Cancer Diagnosis Through Grid Search Algorithm-Optimized Deep Learning Models For Skin Lesion Analysis, Rudresh Pillai, Neha Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja, Saurav Malik, Hong Qin, Mohammed S. Alqahtani, Amel Ksibi

Computer Science Faculty Publications

Skin cancer is a widespread and perilous disease that necessitates prompt and precise detection for successful treatment. This research introduces a thorough method for identifying skin lesions by utilizing sophisticated deep learning (DL) techniques. The study utilizes three convolutional neural networks (CNNs)-CNN1, CNN2, and CNN3-each assigned to a distinct categorization job. Task 1 involves binary classification to determine whether skin lesions are present or absent. Task 2 involves distinguishing between benign and malignant lesions. Task 3 involves multiclass classification of skin lesion images to identify the precise type of skin lesion from a set of seven categories. The most optimal …

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 …

Sunscreen Is Not Just For White People: Church-Based Sunscreen Education For Black Women, Lauren Mitchell

DNP Projects

Significance and Background: African American women are an undeserved population in healthcare, particularly regarding skin cancer prevention. The lack of education and misinformation surrounding skin cancer has resulted in general mistrust of the healthcare system amongst African Americans. Proper education on sunscreen use and skin cancer screening is essential to prevent late diagnosis of skin cancer and to promote prevention efforts.

Purpose: This quality improvement project utilized evidence-based practice to provide education on the proper use of sunscreen and skin cancer screening to African American women in a faith-based setting in Southern Connecticut.

Methods: A pre-survey was conducted to assess …

Sun Protection Intervention For Urban Youth, Erika Polanco, Jordan Tall, Erin Caris, Arjun Muralidharan, Michael Escobar, Sofia Howson, Jason Liu, Alyssa Goodwin, Steven Daveluy

Medical Student Research Symposium

Introduction:

Skin cancer is less prevalent in persons with darker skin color compared to those with light skin, but contrarily is associated with greater mortality rates. Experts agree this is primarily due to late detection. Challenges in early detection include low public awareness, uncommon presentation, lower index of suspicion among health care providers, and decreased access to specialty care. To address some of these barriers, we designed a survey-based study to discover current beliefs, perceptions, and attitudes of urban youth towards sun protection before and after an educational intervention.

Methods:

In 2022, 17 children living in metro Detroit …

Devastating Effect Of Untreated Facial Squamous Cell Carcinoma, Nasim Khalfe, Ya Xu, Elizabeth May Schuele, Doris Lin

Faculty, Staff and Students Publications

Skin cancer develops primarily on areas of sun-exposed skin and can typically be treated if caught early. Here, we present a case of a 57-year-old man who presented with an extremely large facial squamous cell carcinoma with resulting perineural invasion and metastasis to parotid lymph nodes because he was unable to obtain timely treatment.

Noninvasive Diagnostic Modality For Skin Cancer, Remenda Siregar, Raja Nurhayati, Widyaningsih Oentari, Ari Karmila Sari

Journal of General - Procedural Dermatology and Venereology Indonesia

Histopathological examination is the gold standard for the diagnosis of nonmelanoma and melanoma skin cancer, but it is an invasive procedure that consumes time and requires large costs. The average cure rate for skin cancer is high with early detection and appropriate treatment. This is an article review that was made through findings from several scientific articles. There are several noninvasive imaging modality choices that can be used for screening at low cost, high quality, and faster result, which includes dermoscopy, optical coherence tomography, reflectance confocal microscopy, electrical impedance spectroscopy, multispectral imaging, and SIAscopy®. These imaging modalities can assist in …

Keeping Primary Care Providers Informed About Detecting Skin Cancer In Young Adults, Riley J. Spears

Evidence-Based Practice Project Reports

Skin cancer is a common, life-threatening disease that affects anyone, regardless of age or skin color (American Cancer Society [ACS], 2020). The incidence of melanoma is on the rise for young adults, with an estimated 2,400 new cases for individuals aged 15 to 29 (ACS, 2020). Although skin cancer is highly preventable, clinical guidelines are inconsistent regarding skin cancer screening. The purpose of this evidence-based practice (EBP) project was to determine if the implementation of the INternet curriculum FOR Melanoma Early Detection (INFORMED) program would improve primary care providers’ (PCPs’) confidence about skin cancer and the number of completed and …

A Systematic Review And Meta-Analysis: Evaluatia Systematic Review And Meta-Analysis: Evaluation Of The Β-Human Papillomavirus In Immunosuppressed Individuals With Cutaneous Squamous Cell Carcinoma With Cutaneous Squamous Cell Carcinoma, Mazaher Ramezani, Farideh Baharzadeh, Afshin Almasi, Masoud Sadeghi

BioMedicine

Background: Some types of beta-human papillomavirus (β-HPV) may be one of the probable causes of squamous cell carcinoma (SCC) in transplant recipients. β-HPVs are linked to SCC in the literature with small number of subjects. Aim: Herein, the first meta-analysis was carried out on the association between β-HPVs and cutaneous SCC in immunosuppressed patients. Methods: A systematic search was carried out in the PubMed and Scopus databases up to December 2018. The odds ratio (OR) were calculated by RevMan 5.3 software and the event rate (ER) by Comprehensive Meta-Analysis 2.0 software with a 95% confidence interval (CI). …

The Effect Of A Sun Damage Simulation Photography App On The Skin-Protective Behavior Intentions Of Women With Children Age 18 Or Younger, James Bowlds

DNP Projects

Abstract

Background: Skin cancer is the most common form of cancer diagnosed in the U.S. annually, despite being a largely preventable disease through the limitation of ultraviolet radiation exposure. Attempts to decrease its incidence have focused on appearance-based interventions. These have been effective at improving sun-protective behaviors among various subpopulations including people of color. Anecdotal observations suggest mothers more frequently utilize sun protection for their children than on themselves.

Purpose: The purpose of this project was to gain an understanding of the sun protection practices and beliefs of Caucasian and African American mothers, to assess the response to an appearance-based …

Assessment Of The Risk And Characterization Of Non-Melanoma Skin Cancer In Kindler Syndrome: Study Of A Series Of 91 Patients., Sara Guerrero-Aspizua, Claudio J. Conti, Maria Jose Escamez, Daniele Castiglia, Giovanna Zambruno, Leila Youssefian, Hassan Vahidnezhad, Luis Requena, Peter Itin, Gianluca Tadini, Ivelina Yordanova, Ludovic Martin, Jouni Uitto, Cristina Has, Marcela Del Rio

Department of Dermatology and Cutaneous Biology Faculty Papers

BACKGROUND: Kindler Syndrome (KS) is a rare genodermatosis characterized by skin fragility, skin atrophy, premature aging and poikiloderma. It is caused by mutations in the FERMT1 gene, which encodes kindlin-1, a protein involved in integrin signalling and the formation of focal adhesions. Several reports have shown the presence of non-melanoma skin cancers in KS patients but a systematic study evaluating the risk of these tumors at different ages and their potential outcome has not yet been published. We have here addressed this condition in a retrospective study of 91 adult KS patients, characterizing frequency, metastatic potential and body distribution of …

Total Body Skin Exam And Number Needed To Screen, Audra Hugo, Michael Bui, Alexander Sherban, Shayan Waseh, Elizabeth Jones, Md

Phase 1

Introduction/Background: Skin cancer screening could impact mortality and morbidity in US adults; however, the effectiveness of widespread screening remains unclear. Further research is necessary to determine what age groups, with what risk factors, might benefit from routine total body skin exams (TBSE) in the US.

Objective: This study sought to determine, on average, the number of patients, per decade, needed to screen via TBSE to identify one person with skin cancer.

Methods: A retrospective review of Jefferson Dermatology outpatient data in Epic was conducted. All patient charts from 1/1/2017 - 1/1/2018 were reviewed if they received a TBSE. The type …

Total Body Skin Exams: Sensitivity, Specificity, And Number Needed To Screen, Shayan Waseh, Michael Bui, Audra Hugo, Alexander Sherban, Elizabeth Jones, Md

Phase 1

Introduction: Skin cancer, the most common form of cancer worldwide, has one of the highest cure rates among cancers if diagnosed and treated early in its course. The Total Body Skin Exam (TBSE) is the primary modality used to screen for skin cancers. Currently, few studies have characterized the effectiveness of the TBSE in contemporary populations.

Objective: Characterizing the number-needed-to-screen (NNS) to diagnose a case of skin cancer through TBSEs will make it possible to better understand its effectiveness as a screening modality and its utility in an increasingly population health-based healthcare system.

Methods: A retrospective chart review of 3155 …

Occupational Skin Cancer And Precancerous Lesions, Fifinela Raissa, Githa Rahmayunita, Sri Linuwih Menaldi, Dewi Soemarko

Journal of General - Procedural Dermatology and Venereology Indonesia

Occupational skin cancer and precancerous lesions are skin disorders caused by exposure to chemical carcinogens such as polycyclic hydrocarbons and arsenic, or radiation, such as ultraviolet light and ionizing light in the workplace. Annual increase in skin cancer incidence is believed to be related to various factors such as frequent intense sunlight exposure (i.e. at work, recreational activities, and sun-tanning habit), ozone depletion, an increase in number of geriatric population, and an increase of public awareness in skin cancer. The most common occupational skin cancers are basal cell carcinoma, squamous cell carcinoma, and melanoma. Examples of occupational precancerous lesion of …

Engaging Moms On Teen Indoor Tanning Through Social Media: Protocol Of A Randomized Controlled Trial, Sherry L. Pagoto, Katie Baker, Julia Griffith, Jessica L. Oleski, Ashley Palumbo, Barbara Walkosz, Joel J. Hillhouse, Kimberly L. Henry, David Buller

ETSU Faculty Works

Background: Indoor tanning elevates the risk for melanoma, which is now the most common cancer in US women aged 25-29. Public policies restricting access to indoor tanning by minors to reduce melanoma morbidity and mortality in teens are emerging. In the United States, the most common policy restricting indoor tanning in minors involves parents providing either written or in person consent for the minor to purchase a tanning visit. The effectiveness of this policy relies on parents being properly educated about the harms of indoor tanning to their children.

Objective: This randomized controlled trial will test the efficacy …

Accuracy Of Self-Reported Sun Exposure And Sun Protection Behavior, Joel J. Hillhouse, Robert Turrisi, James Jaccard, June K. Robinson

ETSU Faculty Works

The objective of this study was to compare the accuracy of self-reported skin cancer risk outcome measures proposed as standards by prevention experts to aggregated estimates of behavior from weekly diaries. Weekly electronic diaries of ultraviolet radiation (UVR) behaviors, initially validated by comparison with daily electronic diaries, were used to assess the accuracy of commonly used end-of-summer self-reported measures among 250 adults. Results revealed low biases, and good correspondence between simple open-ended self-reported estimates of days outside, hours outside, sunbathing days and hours, and days outside when not protected by either sunscreen, long-sleeved shirts, hats, or shade. Rating scale measures …

Pdest Fg12-Cmv Dsred Vector, Jarod Wolffis, Sheri L. Holmen

Undergraduate Research Opportunities Program (UROP)

Melanoma is the most rapidly increasing malignancy among young people in the United States. If detected early, the disease is easily treated; however, once the disease has metastasized it is largely refractory to conventional therapies and is associated with a high mortality rate. The development of human cancer from a pre-malignant primary tumor to a metastatic lesion that develops at secondary sites is thought to be a multi-step process, requiring many genetic and epigenetic events that provide a growth advantage to cells. It is still unclear which of the many genetic changes in human cancers are required for metastasis. Therefore, …