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Cancers (Basel)
December 2024
Department of Dermatology and Venereology, Medical University of Lodz, pl. Hallera 1, 90-647 Lodz, Poland.
Background/objectives: Skin cancer is becoming increasingly common due to increasing risk factors such as excessive ultraviolet (UV) radiation, genetic predisposition, fair skin, and a history of sunburn. Melanoma accounts for only 1% of cases but causes most skin cancer deaths. Dysplastic nevi (DN) are important precursors of melanoma.
View Article and Find Full Text PDFBackground: Skin cancer poses a significant global health threat, with early detection being essential for successful treatment. While deep learning algorithms have greatly enhanced the categorization of skin lesions, the black-box nature of many models limits interpretability, posing challenges for dermatologists.
Methods: To address these limitations, SkinSage XAI utilizes advanced explainable artificial intelligence (XAI) techniques for skin lesion categorization.
Am J Dermatopathol
January 2025
Department of Dermatology, University Hospitals Cleveland Medical Center, Cleveland, OH; and.
Background: Focal acantholytic dyskeratosis (FAD) and epidermolytic hyperkeratosis (EHK) are common incidental epidermal histologic findings within dysplastic nevi biopsies. We evaluate whether areas of FAD and EHK within dysplastic nevi biopsies stain with immunostains used to characterize melanocytic neoplasms.
Methods: In this case series, a natural language search of histopathology reports from our institution in the past year (2020-2021) identified dysplastic nevus biopsies with concurrent FAD and/or EHK.
Skinmed
October 2024
Empire Dermatology (Private Practice), Syracuse, NY.
J Transl Med
October 2024
Starbody Plastic Surgery Clinic, No. 271 South Hushu Road, Hushu District, Hangzhou, Zhejiang, 310007, China.
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