Importance of complementary data to histopathological image analysis of oral leukoplakia and carcinoma using deep neural networks

Importance of complementary data to histopathological image analysis of oral leukoplakia and carcinoma using deep neural networks

Background Oral cancer is one of the most common types of cancer in men causing mortality if not diagnosed early. In recent years, computer-aided diagnosis (CAD) using artificial intelligence techniques, in particular, deep neural networks have been investigated and several approaches have been prop...

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Bibliographic Details
Main Authors: Leandro Muniz de Lima, Maria Clara Falcão Ribeiro de Assis, Júlia Pessini Soares, Tânia Regina Grão-Velloso, Liliana Aparecida Pimenta de Barros, Danielle Resende Camisasca, Renato Antonio Krohling
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Intelligent Medicine
Subjects:
Leukoplakia
Squamous carcinoma
Pathology
Deep learning
Transfer learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2667102623000050

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http://www.sciencedirect.com/science/article/pii/S2667102623000050

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