Journal of Skin Cancer最新文献

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Nonmelanoma Skin Cancer in the Heart of the Middle East: Analysis of Mohs Micrographic Surgery Cases From a Tertiary Care Center in Lebanon.
IF 1.2
Journal of Skin Cancer Pub Date : 2024-11-26 eCollection Date: 2024-01-01 DOI: 10.1155/jskc/2696706
Ahmad Berjawi, Namir Saade, Zeina Tannous
{"title":"Nonmelanoma Skin Cancer in the Heart of the Middle East: Analysis of Mohs Micrographic Surgery Cases From a Tertiary Care Center in Lebanon.","authors":"Ahmad Berjawi, Namir Saade, Zeina Tannous","doi":"10.1155/jskc/2696706","DOIUrl":"10.1155/jskc/2696706","url":null,"abstract":"<p><p>Skin cancer is the most common cancer worldwide. According to the Skin Cancer Foundation, Mohs micrographic surgery (MMS) is considered the most effective technique for treating nonmelanoma skin cancer (NMSC). Recurrence rate after MMS for treating NMSC ranges from 1.4% to 3.2% for primary tumors and 2.4%-6% for recurrent tumors. The aim of the study was to report data from a tertiary care center in Lebanon providing MMS to patients with NMSC. Retrospective cohort study was conducted through chart review of 94 patients at the Lebanese American University Medical Center (LAUMC-RH) with a total of 115 cases of MMS identified. The study showed that most cases were males (72; 63%), and 77% were aged > 60 years (88). The average tumor size was 1.6 cm. Recurrence rate was zero in primary tumors and 0.9% in recurrent tumors. With respect to age, bivariate analysis showed that cases of males over 60 years of age were more significantly associated with undergoing Mohs surgery (69% vs. 31%; <i>p</i>=0.012). With respect to maximum tumor diameter (MTD) > 1 cm, male gender was associated with a higher MTD when compared to females (74% vs. 26%; <i>p</i>=0.02). Also, Area L was associated with a larger MTD when compared to areas H and M, respectively (90% vs. 61.1% vs. 37.7%; <i>p</i>=0.01). Multivariate analysis of MTD showed that tumors with MTD > 1 cm were significantly associated with male gender, presence in low- or middle-risk areas and being a recurrent tumor. This study shows that MMS is adequate for the treatment of NMSC at our center with minimal complications (< 1%) and recurrence (< 1%).</p>","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"2024 ","pages":"2696706"},"PeriodicalIF":1.2,"publicationDate":"2024-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11614497/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142769899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of the Stockholm Public Health Cohort: Exploring How Ultraviolet Radiation and Other Factors Associate with Skin Cancer. 斯德哥尔摩公共卫生队列分析:探索紫外线辐射和其他因素与皮肤癌的关系。
IF 1.2
Journal of Skin Cancer Pub Date : 2024-10-03 eCollection Date: 2024-01-01 DOI: 10.1155/2024/7142055
Lina U Ivert, Henrik Dal, Ylva Rodvall, Bernt Lindelöf
{"title":"Analysis of the Stockholm Public Health Cohort: Exploring How Ultraviolet Radiation and Other Factors Associate with Skin Cancer.","authors":"Lina U Ivert, Henrik Dal, Ylva Rodvall, Bernt Lindelöf","doi":"10.1155/2024/7142055","DOIUrl":"https://doi.org/10.1155/2024/7142055","url":null,"abstract":"<p><strong>Objective: </strong>The primary aims of the study were to (1) explore the association of skin cancer and four ultraviolet radiation (UVR) indicators (sunbed use, healthcare data on diagnosed melanocytic nevi (MN) and actinic keratosis (AK), and latitude of birthplace), and (2) find factors other than UVR that could explain the increasing trend in incidence of skin cancers, including basal cell carcinoma (BCC), squamous cell carcinoma (SCC), and cutaneous malignant melanoma (CMM).</p><p><strong>Methods: </strong>This population-based cohort study used self-reported questionnaire data from the Stockholm Public Health Cohort, encompassing 103 questions, merged with data from Swedish national registers. The study population included almost 35,000 Swedish-born people aged 30-66 years in 2014. Binomial logistic regression was employed for analysis. A forward stepwise regression was applied to select significant risk factors among all the factors included. We tentatively tested >30 variables separately for any relationship with each of the three skin cancers. A 5% level of significance was applied. Melanoma in situ and SCC in situ were excluded.</p><p><strong>Results: </strong>The four UVR-related factors (sunbed use, being diagnosed with AK or MN, birthplace latitude) had a significant association with at least one of the three skin cancers that remained after adjustment including behavioural, social, hereditary, and medical factors. Sunbed use >10 times before age 30 years was related to all three skin cancers; SCC adjusted odds ratio (aOR) 1.66, 95% confidence interval (CI) 1.12-2.47, CMM (aOR 1.57, 95% CI 1.11-2.22), and the clearest dose-response association with BCC (aOR 1.74, 95% CI 1.46-2.06). None of the examined lifestyle factors, except physical activity, had any significant associations with UVR indicators or skin cancer.</p><p><strong>Conclusion: </strong>We did not find any preventable explanatory cause other than UVR exposure for the increasing incidence of skin cancers. This result remained when adjusting for an array of possible confounders including behavioural, social, hereditary, and medical factors.</p>","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"2024 ","pages":"7142055"},"PeriodicalIF":1.2,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11480963/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142468611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Beyond the Scalpel: Advancing Strategic Approaches and Targeted Therapies in Nonexcisable Melanomas. 手术刀之外:推进不可切除黑色素瘤的战略方法和靶向治疗。
IF 1.2
Journal of Skin Cancer Pub Date : 2024-08-27 eCollection Date: 2024-01-01 DOI: 10.1155/2024/2167176
Vivian Li, Kelly Frasier, Julia Vinagolu-Baur, Olivia Chapman, Alexandra Loperfito, Kathleen Daly, Viktoria Taranto
{"title":"Beyond the Scalpel: Advancing Strategic Approaches and Targeted Therapies in Nonexcisable Melanomas.","authors":"Vivian Li, Kelly Frasier, Julia Vinagolu-Baur, Olivia Chapman, Alexandra Loperfito, Kathleen Daly, Viktoria Taranto","doi":"10.1155/2024/2167176","DOIUrl":"10.1155/2024/2167176","url":null,"abstract":"<p><p>Melanoma in challenging anatomical locations such as the face, acral surfaces, and mucosal areas presents unique hurdles for surgical excision. This review examines alternative nonsurgical treatment modalities in the context of these complexities, addressing the gaps in current guidelines and the varied efficacy of existing therapies. A comprehensive literature search was conducted using PubMed, Embase, and Web of Science databases. The review focuses on peer-reviewed articles discussing nonsurgical treatment options for melanoma in complex anatomical locations. Articles were screened by three independent researchers, ensuring a broad analysis of topical agents, immunotherapies, radiotherapies, and targeted therapies. The review highlights significant advancements in localized treatments such as imiquimod and intralesional therapy with talimogene laherparepvec (T-VEC), which show promise in managing nonexcisable melanomas. BRAF and MEK inhibitors, as well as checkpoint inhibitors targeting CTLA-4 and PD-1/PD-L1 pathways, demonstrate improved survival rates but pose challenges with resistance and systemic side effects. Radiotherapy serves as an adjunctive strategy due to melanoma's inherent radioresistant properties. Despite advancements, there is a notable absence of comprehensive, evidence-based protocols to guide the treatment of melanoma in these critical areas. This paper underscores the need for standardized treatment guidelines that account for the efficacy, side effects, and psychosocial impacts of therapies. Future research should focus on refining existing treatments and exploring innovative modalities to enhance patient outcomes in the management of nonexcisable melanomas. Comprehensive guidelines and long-term efficacy studies are essential to optimize care and improve the quality of life for patients afflicted with melanoma in challenging anatomical locations.</p>","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"2024 ","pages":"2167176"},"PeriodicalIF":1.2,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11371453/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142126068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Knowledge, Attitude, and Practice toward Skin Cancer among Patients of Dermatology Clinics and Medical Students/General Practitioners. 皮肤科诊所患者和医科学生/全科医生对皮肤癌的认识、态度和做法。
IF 1.1
Journal of Skin Cancer Pub Date : 2024-05-20 eCollection Date: 2024-01-01 DOI: 10.1155/2024/9081896
Moein Baghani, Reza M Robati, Nikoo Mozafari, Matin Baghani, Martin Kassir, Fatemeh Sheibani, Vahid Mansouri
{"title":"Knowledge, Attitude, and Practice toward Skin Cancer among Patients of Dermatology Clinics and Medical Students/General Practitioners.","authors":"Moein Baghani, Reza M Robati, Nikoo Mozafari, Matin Baghani, Martin Kassir, Fatemeh Sheibani, Vahid Mansouri","doi":"10.1155/2024/9081896","DOIUrl":"10.1155/2024/9081896","url":null,"abstract":"<p><p>This cross-sectional study assessed the knowledge, attitude, and practices (KAP) regarding skin cancer among dermatology clinic patients, medical students, and general practitioners (GPs) in Tehran, Iran. The researchers collected data using a validated questionnaire administered online, measuring KAP on scales of 0-31, 0-16, and 0-28, respectively, with scores above 16, 8, and 14 indicating \"good\" levels. Of 2243 participants (mean age 28 years), 59.4% had good knowledge, 19.8% had good attitudes, 31.8% had good practices, and 29.8% had good overall KAP. Medical students/GPs scored higher on knowledge and attitudes, while patients scored better on practices. Knowledge, attitudes, and practices were positively correlated in professionals but inversely correlated in patients. The findings suggest that while knowledge was moderate, attitudes and behaviors remained poor, particularly among patients. Immediate interventions are needed to improve attitudes and prevention practices, as public health initiatives must focus on positively influencing both to translate knowledge into meaningful action and find the reasons why good knowledge may not always lead to good practice. These findings underline the need for targeted interventions to bridge the gap between knowledge and preventive behaviors, to effectively reduce the burden of skin cancer in the population.</p>","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"2024 ","pages":"9081896"},"PeriodicalIF":1.1,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11129908/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141158406","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Same Day Biopsy and Treatment of Non-Melanoma Skin Cancer in Patients with Field Cancerization: A Retrospective Chart Study. 非黑色素瘤皮肤癌野外癌变患者的当天活检和治疗:回顾性图表研究。
IF 1.1
Journal of Skin Cancer Pub Date : 2023-01-01 DOI: 10.1155/2023/9990046
Jonathan Miles, Camila Luis-Gronau, Estefania Cruzval-O'Reilly, Aida Lugo-Somolinos, Puneet S Jolly
{"title":"Same Day Biopsy and Treatment of Non-Melanoma Skin Cancer in Patients with Field Cancerization: A Retrospective Chart Study.","authors":"Jonathan Miles,&nbsp;Camila Luis-Gronau,&nbsp;Estefania Cruzval-O'Reilly,&nbsp;Aida Lugo-Somolinos,&nbsp;Puneet S Jolly","doi":"10.1155/2023/9990046","DOIUrl":"https://doi.org/10.1155/2023/9990046","url":null,"abstract":"<p><strong>Background: </strong>Patients with field cancerization will develop numerous superficial non-melanoma skin cancers (NMSCs). Treating patients with field cancerization can be challenging and burdensome due to the numerous non-melanoma skin cancers (NMSCs) they develop and the frequent dermatology visits required for biopsy and treatment.</p><p><strong>Objective: </strong>The success rate of diagnosing and treating lesions suspicious for NMSCs on the same day is measured, immediately after biopsy.</p><p><strong>Methods: </strong>We retrospectively reviewed records of patients with same day lesion diagnosis and curettage treatment to determine diagnostic accuracy, treatment failure, and number needed to treat to reduce a follow-up treatment.</p><p><strong>Results: </strong>A total of 237 lesions underwent same day biopsy and treatment, of which the majority were NMSC (66%) or actinic keratosis (23%). Patients had at least 3 months and a median of 17 months follow-up. A total of 20 lesions either recurred or were deemed to require additional treatment. The number needed to treat (NNT) to prevent one follow-up treatment was 1.3. Limitations: sample size limited ability to determine risk factors for treatment failure.</p><p><strong>Conclusion: </strong>Simultaneous diagnosis and treatment of superficial NMSCs is a successful way of improving efficiency and patient satisfaction.</p>","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"2023 ","pages":"9990046"},"PeriodicalIF":1.1,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908359/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10765221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Indoor Tanning among Sexual and Gender Minority Adolescents and Adults: Results from the 2020 Pennsylvania LGBT Health Needs Assessment. 性少数和性别少数青少年和成年人的室内美黑:来自2020年宾夕法尼亚州LGBT健康需求评估的结果
IF 1.1
Journal of Skin Cancer Pub Date : 2023-01-01 DOI: 10.1155/2023/3953951
Christopher W Wheldon, Joshua Zhi Hao Spradau
{"title":"Indoor Tanning among Sexual and Gender Minority Adolescents and Adults: Results from the 2020 Pennsylvania LGBT Health Needs Assessment.","authors":"Christopher W Wheldon,&nbsp;Joshua Zhi Hao Spradau","doi":"10.1155/2023/3953951","DOIUrl":"https://doi.org/10.1155/2023/3953951","url":null,"abstract":"<p><p>Sexual and gender minority (SGM) populations include individuals whose sexual orientation, gender identity, or reproductive development is characterized by nonbinary sexual constructs (e.g., lesbian, gay, bisexual, and transgender (LGBT) individuals). Previous research suggests that some SGM populations have higher rates of skin cancer. The purpose of this study was to assess the association of diverse SGM identities with indoor tanning, a risk factor for skin cancer, while exploring other relevant co-occurring risk factors. A secondary analysis was performed on the 2020 LGBT Health Needs Assessment collected by the Pennsylvania Department of Health. Measures included sexual orientation, gender identity, healthcare utilization, and cancer risk factors. Cisgender SGM men are more likely to use indoor tanning devices (adjusted odds ratio (aOR) = 1.79; 95% CI: 1.31-2.44) compared to other SGM subpopulations independent of sexual orientation. Indoor tanning was also associated with alcohol (aOR = 1.94; 95% CI: 1.50-2.51) and tobacco use (aOR = 1.64; 95% CI: 1.21-2.21). Findings suggest that targeted screening for skin cancer risk behaviors could accompany standard tobacco and alcohol screenings in clinical practice.</p>","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"2023 ","pages":"3953951"},"PeriodicalIF":1.1,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10208760/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9580245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Squamous Cell Carcinoma Arising from Chronic Osteomyelitis in the Extremities: Treatment Approach and Oncological Outcomes-A Systematic Review of the Literature. 四肢慢性骨髓炎引起的鳞状细胞癌:治疗方法和肿瘤结果——文献系统综述。
IF 1.1
Journal of Skin Cancer Pub Date : 2022-10-10 eCollection Date: 2022-01-01 DOI: 10.1155/2022/2671420
Mayte Bryce-Alberti, M R Gonzalez, Andres Quevedo-Ramirez, Juan Pretell-Mazzini
{"title":"Squamous Cell Carcinoma Arising from Chronic Osteomyelitis in the Extremities: Treatment Approach and Oncological Outcomes-A Systematic Review of the Literature.","authors":"Mayte Bryce-Alberti,&nbsp;M R Gonzalez,&nbsp;Andres Quevedo-Ramirez,&nbsp;Juan Pretell-Mazzini","doi":"10.1155/2022/2671420","DOIUrl":"10.1155/2022/2671420","url":null,"abstract":"<p><strong>Aims: </strong>In chronic osteomyelitis-derived squamous cell carcinoma, what are the demographic and clinical variables, risk factors associated with worse outcomes, and results of treatment modalities used?</p><p><strong>Methods: </strong>A systematic review was performed using PubMed and EMBASE. Articles were evaluated for inclusion and exclusion criteria, and for quality analysis. PRISMA guidelines were applied. Demographic and clinical data and therapeutic approaches were presented narratively and in descriptive statistics registered at PROSPERO.</p><p><strong>Results: </strong>Most patients were male (40/49), trauma was the most common etiology (27/36), and about half of all SCC were in the tibia (25/48). Amputation was the main definitive treatment (42/47). Adjuvant treatments were not analyzed. Well-differentiated SCC accounted for 58.3% (21/36) of all tumors. Bone invasion was described in 82.8% (24/29); recurrence, in 7.7% (3/39); and metastasis, in 7.7% (3/39). Recurrence and metastasis occurred more frequently when bone invasion was present (<i>p</i> = 0.578 and <i>p</i> = 0.646, respectively). SCC with lymph node involvement showed a higher tendency to metastasize (<i>p</i> = 0.377). Compared with limb salvage, amputation was associated with a tendency for less recurrence (<i>p</i> = 0.312) and longer survival (<i>p</i> = 0.219).</p><p><strong>Conclusions: </strong>COM-derived SCC mostly occurs after trauma and is usually located in the tibia. Bone invasion is common, and patients predominantly undergo amputation. This treatment is associated with a trend toward higher survival, compared to limb salvage.</p>","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"2022 ","pages":"2671420"},"PeriodicalIF":1.1,"publicationDate":"2022-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576437/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10275215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
A Profile and Three-Year Follow-Up of Patients with Basal Cell Carcinoma in the Western Cape, South Africa 南非西开普省基底细胞癌患者的概况和三年随访
IF 1.1
Journal of Skin Cancer Pub Date : 2022-05-05 DOI: 10.1155/2022/8443867
J. C. Gallo, J. Schneider, J. D. De Wet, K. Moxley, H. Jordaan, W. Visser, B. Tod
{"title":"A Profile and Three-Year Follow-Up of Patients with Basal Cell Carcinoma in the Western Cape, South Africa","authors":"J. C. Gallo, J. Schneider, J. D. De Wet, K. Moxley, H. Jordaan, W. Visser, B. Tod","doi":"10.1155/2022/8443867","DOIUrl":"https://doi.org/10.1155/2022/8443867","url":null,"abstract":"Background Basal cell carcinoma (BCC) is an important malignancy in sub-Saharan Africa. There is a paucity of data regarding BCC in South Africa. Aims To describe the clinicopathological features of patients presenting with BCC in a cohort of South African patients. Methods This retrospective descriptive study reviewed the medical records of 149 patients with BCC who attended the dermatology clinic at Tygerberg Academic Hospital from September 2015 to August 2016. Demographic and clinical data of those patients with histologically proven BCC were retrieved from clinical records. The data included the assessment for BCC recurrence after three years (September 2016–August 2019). Results Of 390 patients, 155 (39.7%) had histologically confirmed BCCs. Complete medical records were available for 149 of these patients, and most were male (55.7%) and white (85.9%) with a median age of 70 years. Most patients had their BCC lesions for 12 months (43.1%) before diagnosis. BCCs were mostly located on the head and neck area (58.1%). In most patients (72.0%), a diagnostic punch biopsy confirmed BCC. Plastic surgeons subsequently excised the BCC lesions in 74.0% of these patients. The most common histological subtype was nodular BCC (74.0%). The National Comprehensive Cancer Network (NCCN) risk of recurrence was approximately evenly distributed between high- (54.1%) and low-risk groups (45.9%). The major high-risk feature was the location (36.6%). Histologically confirmed BCC recurrence occurred in 9 of the 149 patients (3.7%) over three years. Conclusions BCC represents a high burden of disease in our setting. Compared to existing studies, the BCCs in this study are clinically and histologically similar to international reports.","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"21 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83722400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Application of Differing Machine Learning Algorithms and Their Related Performance in Detecting Skin Cancers and Melanomas 不同机器学习算法在皮肤癌和黑色素瘤检测中的应用及其相关性能
IF 1.1
Journal of Skin Cancer Pub Date : 2022-05-04 DOI: 10.1155/2022/2839162
Suboh Alkhushayni, Du’a Al-zaleq, Luwis Andradi, Patrick Flynn
{"title":"The Application of Differing Machine Learning Algorithms and Their Related Performance in Detecting Skin Cancers and Melanomas","authors":"Suboh Alkhushayni, Du’a Al-zaleq, Luwis Andradi, Patrick Flynn","doi":"10.1155/2022/2839162","DOIUrl":"https://doi.org/10.1155/2022/2839162","url":null,"abstract":"Skin cancer, and its less common form melanoma, is a disease affecting a wide variety of people. Since it is usually detected initially by visual inspection, it makes for a good candidate for the application of machine learning. With early detection being key to good outcomes, any method that can enhance the diagnostic accuracy of dermatologists and oncologists is of significant interest. When comparing different existing implementations of machine learning against public datasets and several we seek to create, we attempted to create a more accurate model that can be readily adapted to use in clinical settings. We tested combinations of models, including convolutional neural networks (CNNs), and various layers of data manipulation, such as the application of Gaussian functions and trimming of images to improve accuracy. We also created more traditional data models, including support vector classification, K-nearest neighbor, Naïve Bayes, random forest, and gradient boosting algorithms, and compared them to the CNN-based models we had created. Results had indicated that CNN-based algorithms significantly outperformed other data models we had created. Partial results of this work were presented at the CSET Presentations for Research Month at the Minnesota State University, Mankato.","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"3 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76147655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Biomimetic Nanoscale Materials for Skin Cancer Therapy and Detection 用于皮肤癌治疗和检测的仿生纳米材料
IF 1.1
Journal of Skin Cancer Pub Date : 2022-04-07 DOI: 10.1155/2022/2961996
Hamza Abu Owida
{"title":"Biomimetic Nanoscale Materials for Skin Cancer Therapy and Detection","authors":"Hamza Abu Owida","doi":"10.1155/2022/2961996","DOIUrl":"https://doi.org/10.1155/2022/2961996","url":null,"abstract":"Skin cancer has developed as one of the most common types of cancer in the world, with a significant impact on public health impact and the economy. Nanotechnology methods for cancer treatment are appealing since they allow for the effective transport of medicines and other biologically active substances to specific tissues while minimizing harmful consequences. It is one of the most significant fields of research for treating skin cancer. Various nanomaterials have been employed in skin cancer therapy. The current review will summarize numerous methods of treating and diagnosing skin cancer in the earliest stages. There are numerous skin cancer indicators available for the prompt diagnosis of this type of disease. Traditional approaches to skin cancer diagnosis are explored, as are their shortcomings. Electrochemical and optical biosensors for skin cancer diagnosis and management were also discussed. Finally, various difficulties concerning the cost and ease of use of innovative methods should be addressed and overcome.","PeriodicalId":17172,"journal":{"name":"Journal of Skin Cancer","volume":"60 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75912911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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