Humankind is witnessing a gradual increase in cancer incidence, emphasizing the
importance of early diagnosis and treatment, and follow-up clinical protocols. Oral or mouth …

The use of a convolutional neural network with transfer learning is a strategy that defines
high-level features, commonly explored to study patterns in medical images. These features …

In this work, a computational scheme is proposed to identify the main combinations of
handcrafted descriptors and deep-learned features capable of classifying histological …

Early diagnosis of potentially malignant disorders, such as oral epithelial dysplasia, is the
most reliable way to prevent oral cancer. Computational algorithms have been used as an …

Oral cavity lesions can be graded by specialists, a task that is both difficult and subjective.
The challenges in defining patterns can lead to inconsistencies in the diagnosis, often due to …

Humankind is witnessing a gradual increase in cancer incidence, emphasizing the
importance of early diagnosis and treatment, and follow-up clinical protocols. Oral or mouth …

Ao Programa de Pós-graduação em Biologia Celular e Estrutural Aplicadas do Instituto de
Ciências Biomédicas, aos ex-coordenadores e atual Coordenadora, a secretária Renata e …

As lesões da cavidade oral podem ser classificadas em diferentes graus pelo especialista.
No entanto, devido a carga de trabalho e nível de experiência essa tarefa pode estar sujeita …

Cancer in the oral cavity is one of the most common, making it necessary to investigate
lesions that could develop into cancer. Initial stage lesions, called dysplasia, can develop …