4320 Acral, Head and Neck Melanoma Subtype Classification Performance Using A Convolutional Neural Network (CNN) Trained On a Public Dataset

OBJECTIVES/GOALS: Composition of demographics or image types in publicly available datasets may detract from deep learning (DL) diagnosis performance of underrepresented melanoma subtypes. We evaluate a DL model’s performance on melanoma subtypes (acral; head and neck) that have known association wi...

Full description

Bibliographic Details
Main Authors: Payal Shah, Sameer Arya, Lauren Rangel, Yindalon Aphinyanaphongs
Format: Article
Language:English
Published: Cambridge University Press 2020-06-01
Series:Journal of Clinical and Translational Science
Online Access:https://www.cambridge.org/core/product/identifier/S205986612000165X/type/journal_article