Utilizing deep learning model for assessing melanocytic density in resection margins of lentigo maligna

• Main Authors: Jan Siarov (Author), Darshan Kumar (Author), John Paoli (Author), Johan Mölne (Author), Martin Gillstedt (Author), Noora Neittaanmäki (Author)
• Format: Book
• Published: BMC, 2024-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Surgical excision with clear histopathological margins is the preferred treatment to prevent progression of lentigo maligna (LM) to invasive melanoma. However, the assessment of resection margins on sun-damaged skin is challenging. We developed a deep learning model for detection...