Breast cancer diagnosis using thermal image analysis: A data-driven approach based on swarm intelligence and supervised learning for optimized feature selection. - Mariana Macedo; Maíra Santana; Wellington P. dos Santos; Ronaldo Menezes; Carmelo J. A. Bastos Filho (Appl. Soft Comput., 2021)

Features Selection Study for Breast Cancer Diagnosis Using Thermographic Images, Genetic Algorithms, and Particle Swarm Optimization. - Amanda Lays Rodrigues da Silva; Maíra Araújo de Santana; Clarisse Lins de Lima; José Filipe Silva de Andrade; Thifany Ketuli Silva de Souza; Maria Beatriz Jacinto de Almeida; Washington Wagner Azevedo da Silva; Rita de Cássia Fernandes de Lima; Wellington Pinheiro dos Santos (Int. J. Artif. Intell. Mach. Learn., 2021)

Emotion Recognition to Support Personalized Therapy: An Approach Based on a Hybrid Architecture of CNN and Random Forest. - Arianne Sarmento Torcate; Maíra Araújo de Santana; Wellington Pinheiro dos Santos (LA-CCI, 2023)

Deep-Wavelets and convolutional neural networks to support breast cancer diagnosis on thermography images. - Valter Augusto de Freitas Barbosa; Anderson Félix da Silva; Maíra Araújo de Santana; Rian Rabelo de Azevedo; Rita de Cássia Fernandes de Lima; Wellington Pinheiro dos Santos (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

COVID-19's influence on cardiac function: a machine learning perspective on ECG analysis. - Juliana Carneiro Gomes; Maíra Araújo de Santana; Aras Ismael Masood; Clarisse Lins de Lima; Wellington Pinheiro dos Santos (Medical Biol. Eng. Comput., 2023)

Development of an Electrode Reduction Model to Support ASD Diagnosis Based on EEG and Machine Learning. - Flávio Secco Fonseca; Adrielly Sayonara de Oliveira Silva; Maria Euclécia Albuquerque Da Silva; Maria Vitória Soares Muniz; Arthur Moreira Nogueira de Melo; Wesley Gregorio Machado; Camila Narjara Silva de Sá Moura; Arianne Sarmento Torcate; Ana Cristina de Albuquerque Montenegro; Maíra Araújo de Santana; Juliana Carneiro Gomes; Wellington Pinheiro dos Santos (LA-CCI, 2024)

Hybrid architectures based on Deep-wavelet networks for emotion recognition as a tool to support personalized therapies. - Arianne Sarmento Torcate; Maíra Araújo de Santana; Juliana Carneiro Gomes; Flávio Secco Fonseca; Wellington Pinheiro dos Santos (LA-CCI, 2024)

Automatic identification of preferred music genres: an exploratory machine learning approach to support personalized music therapy. - Ingrid Bruno Nunes; Maíra Araújo de Santana; Nicole Charron; Hyngrid Souza e Silva; Caylane Mayssa de Lima Simões; Camila Lins; Ana Beatriz de Souza Sampaio; Arthur Moreira Nogueira de Melo; Thailson Caetano Valdeci da Silva; Camila Tiodista; Nathália Córdula de Brito; Arianne Sarmento Torcate; et al. (Multim. Tools Appl., 2024)

A Novel Hybrid System for ASD Diagnosis: Integrating EEG Image Analysis, Deep Learning, and Swarm Intelligence. - Jordana Leandro Seixas; Flávio Secco Fonseca; Maíra Araújo de Santana; Cecilia Cordeiro da Silva; Clarisse Lins de Lima; Arianne Sarmento Torcate; Giselle Machado Magalhaes Moreno; Juliana Carneiro Gomes; Wellington Pinheiro dos Santos (CEC, 2025)