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MatheusBecali/README.md

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💫 About Me:

Hi, I’m Matheus Becali, B.Sc. in Industrial Mathematics and Master's in Computer Science with a focus on Deep Learning. My research aims to collect and study data from histopathological and clinical skin lesions.

I am a dedicated student, focused on studies and technology, always seeking to improve my knowledge through continuous learning.

“Risk comes from not knowing what you're doing.” — (Warren Buffet)

🌐 Socials:

Instagram LinkedIn

💻 Tech Stack:

Programming Languages:

Python C C++ LaTeX

ML/DL:

PyTorch NumPy Pandas scikit-learn SciPy Keras TensorFlow

IDEs/Editors:

Visual Studio Code Jupyter Notebook

📊 GitHub Stats:

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  1. VAE-GNA VAE-GNA Public

    This repository contains the code developed for my master's dissertation as well as the implementation used in the VAE-GNA paper. It includes detailed instructions on how to set up and use the code.

    Jupyter Notebook 3

  2. FLUO-SC FLUO-SC Public

    This repository contains the code developed for the Fluorescence Images of Skin Lesions and Automated Diagnosis Using Convolutional Neural Networks paper. It provides tools and scripts for skin les…

    Python 2

  3. filipefolv/shap-utd-explainability-study filipefolv/shap-utd-explainability-study Public

    [IJCNN 2026] Enhancing Diagnostic Accuracy for Urinary Tract Disease through Explainable SHAP-Guided Feature Selection and Classification

    Python 2

  4. mamba-mixed-fusion mamba-mixed-fusion Public

    [BRACIS 2026] Official repository for code from the paper "An approach with Visual and Tabular Mamba to multimodal medical data using Mixed Fusion" by Matheus B. Rocha, Gustavo B. Dettogni and Rena…

    Python 3

  5. bias-fairness-skin-lesion bias-fairness-skin-lesion Public

    This repository contains the implementation of a comprehensive bias mitigation pipeline for automated skin lesion classification.

    Python 4

  6. BrunoSantosFF/I-NIR-SC BrunoSantosFF/I-NIR-SC Public

    Python 2