Matheus Cardoso Moraes

15PUBLICATIONS
69CO-AUTHORS
Peripheral nervous systemSemi- and unsupervised learningNeural networksPredictive and prognostic markersDeep learning
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Publications (15)

|Jun 26, 2026
Pathology-informed Generative Adversarial Network Augmentation Improves Classification of Peripheral Nerve Sheath Tumors by Modeling Morphological Variability: A Pilot Investigation.

|May 04, 2026
Supervised Learning for Collagen Segmentation in Bright-Field Histology: A Comparative Evaluation of U-Net and MLP.

|Feb 19, 2026
Impact of Transfer Learning on Convolutional Neural Networks for Odontogenic Tumor Diagnosis.

Daniela Giraldo-Roldán, Thaís Cerqueira Reis Nakamura, Anderson Faria Claret

|Jan 19, 2026
Machine Learning for Predicting Malignant Transformation in Actinic Cheilitis: A Prognostic Support System Based on Demographic and Clinical Descriptors.

Ivan José Correia-Neto, Alex Franco da Costa, Anna Luíza Damaceno Araújo

|Nov 18, 2025
Machine Learning Classification of Palatal Salivary Gland Tumors Using Clinical and Demographic Descriptors.

Luís Arthur de Melo Tassinari, Anna Luíza Damaceno Araújo, Sebastião Silvério de Sousa-Neto

|Nov 12, 2025
Predicting Malignant Transformation in Oral Leukoplakia: A Multilayer Perceptron Approach Incorporating Clinicopathological Features and DNA Content.

Guilherme Iani Pontes, Anna Luíza Damaceno Araújo, Andresa Borges Soares

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Frequent Collaborators

11 joint publications

Pablo Agustin Vargas

10 joint publications

Marcio Ajudarte Lopes

10 joint publications

Alan Roger Santos-Silva

10 joint publications

Anna Luiza Damaceno Araújo