Get started
Author

Matheus Becali Rocha

Observed names: Becali Rocha, Matheus, Matheus B. Rocha, Rocha, Matheus Becali
ORCID: 0009-0003-9957-5276
Observed ORCID: 0009-0003-9957-5276
OpenAlex ID: A5008618170
Transformers, convolutional neural networks, and few-shot learning for classification of histopathological images of oral cancer
2023 · Beatriz Matias Santana Maia, Maria Clara Falcão Ribeiro de Assis, et al. · Expert Systems with Applications · 47
Skin cancer diagnosis using NIR spectroscopy data of skin lesions in vivo using machine learning algorithms
2024 · Matheus B. Rocha, Flavio P. Loss, et al. · Journal of Applied Biomedicine · 25
PDF
VAE-GNA: a variational autoencoder with Gaussian neurons in the latent space and attention mechanisms
2024 · Matheus B. Rocha, Renato A. Krohling · Knowledge and Information Systems · 13
Fluorescence images of skin lesions and automated diagnosis using convolutional neural networks
2024 · Matheus B. Rocha, Sebastiao Pratavieira, et al. · Photodiagnosis and Photodynamic Therapy · 8
A Novel Interpretable Approach to Deep Multimodal Data Fusion Applied to Cancer Diagnosis
2026 · Leandro M. de Lima, Matheus B. Rocha, et al. · Lecture notes in computer science · 2
Multimodal fusion of skin lesion images and NIR spectroscopy: A novel dataset for classification evaluation
2026 · Matheus B. Rocha, Bruno S. Fernandes, et al. · Chemometrics and Intelligent Laboratory Systems
An Approach with Visual and Tabular Mamba to Multimodal Medical Data Using Mixed Fusion
2026 · Matheus B. Rocha, Gustavo B. Dettogni, et al. · Lecture notes in computer science
PDF
The Impact of Bias Mitigation on Fairness and Accuracy in Automated Skin Lesion Classification
2026 · Matheus B. Rocha, Renato A. Krohling · Journal of Healthcare Informatics Research
PDF
I+NIR-SC-UFES: a multimodal image and Near-Infrared (NIR) spectroscopy dataset for skin cancer
2026 · Becali Rocha, Matheus, P. Zanoni, Madson, et al. · Mendeley Data
Enhancing Diagnostic Accuracy for Urinary Tract Disease through Explainable SHAP-Guided Feature Selection and Classification
2026 · Filipe Ferreira de Oliveira, Matheus Becali Rocha, et al. · International Joint Conference on Neural Networks (IJCNN)
PDF
Works count: 11
Citation count: 98
H-index: 4
I10-index: 3
Year
Topic
Type