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...
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: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2667102623000050 |
Similar Items
-
NDB-UFES: An oral cancer and leukoplakia dataset composed of histopathological images and patient data
by: Maria Clara Falcão Ribeiro-de-Assis, et al.
Published: (2023-06-01) -
Proliferative verrucous leukoplakia misdiagnosed as oral leukoplakia
by: Rajesh Kumar Gupta, et al.
Published: (2017-01-01) -
Oral leukoplakia: Diagnosis and treatment
by: Marie Kjaergaard Larsen, et al.
Published: (2016-05-01) -
Human Papillomavirus in Oral Leukoplakia, Verrucous Carcinoma, Squamous Cell Carcinoma, and Normal Mucous Membrane
by: Nasrollah Saghravanian, et al.
Published: (2015-11-01) -
BMI-1 expression increases in oral leukoplakias and correlates with cell proliferation
by: Isadora Peres KLEIN, et al.
Published: (2020-04-01)