Learning & Nonlinear Models – L&NLM – Volume 20 – Número 2

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Special Issue: Applications of Computational Intelligence (CI) in Healthcare

Editors:
Fabrício Martins Lopes orcid
Universidade Tecnológica Federal do Paraná (UFPR)
Lattes: http://lattes.cnpq.br/1660070580824436
Renato Tinós orcid
Universidade de São Paulo, Campus de Ribeirão Preto (USP/RP)
Lattes: http://lattes.cnpq.br/1273134370963830

 

Tuning of Data Augmentation Hyperparameters to Covid-19 Detection in X-Ray Images with Deep Learning

    • Pedro Rici, Samara Oliveira Silva Santos & André Luiz Carvalho Ottoni

Benign and Malign Breast Cancer Classification Using Support Vector Machines Optimized with Particle Swarm and Genetic Algorithms

    • Uriel Abe Contardi, Paulo Rogério Scalassara & Douglas Vieira Thomaz

Intelligent Detection of Arrhythmia Episodes in Dialysis Patients

    • Sergio Pinto Gomes Junior, João Baptista de Oliveira e Souza Filho, Felipe da Rocha Henriques & Michel Pompeu Tcheou

Application of Machine Learning Tools in the Evaluation of the Risk of Falls in the Elderly: Integrative Review

    • Daniele A. Silva, Nayra F. L. C. Branco, Hermes Manoel G. C. Branco & Guilherme A. Barreto

Applying the Lifelong Machine Learning Paradigm in Tuberculosis Triage

    • Regina Reis da Costa Alves, Frederico Caetano Jandre de Assis Tavares, Anete Trajman & José Manoel de Seixas

Unsupervised Class-Expert Learning for Supporting Covid-19 Triage Based on Computed Tomography Data

    • Taís Aparecida Alvarenga, Luís Otávio Santos, Demóstenes Zegarra Rodríguez, Danton Diego Ferreira, Bruno Henrique Groenner Barbosa & José Manoel de Seixas

Machine Learning Based Sampling of X-Ray Images for a Computer-Aided Detection of Tuberculosis

    • Fernando Ferreira, Philipp Gaspar, Rodrigo Torres, Carlos Eduardo Covas, Lukas Müller de Oliveira, Micael Veríssimo de Araújo, José Manoel de Seixas, Mayara Bastos & Anete Trajman