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e4 Focus Theme — Original Articles Analysis of Machine Learning Algorithms for Diagnosis of Diffuse Lung Diseases Isadora Cardoso1 Eliana Almeida1 Hector Allende-Cid2 Paulo M. Azevedo-Marques4 Heitor S. Ramos1 1 Instituto de Computação, Universidade Federal de Alagoas, Maceió, Brazil 2 Escuela de Ingeniería Informatica, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile 3 Department of Electrical and Computer Engineering, Schulich School of Alejandro C. Frery1 Rangaraj M. Rangayyan3 Address for correspondence Prof. Heitor S. Ramos, Universidade Federal de Alagoas, Institute of Computing, Av. Lourival Melo Mota, S/N, Cidade Universitária, Maceió, Alagoas, 57072900, Brazil (e-mail: heitor@laccan.ufal.br). Engineering, University of Calgary, Calgary, Alberta, Canada 4 Department of Internal Medicine, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil Methods Inf Med 2018;57:e4. Retraction Notice The publisher regrets an error that the above article was published online with an incorrect open access CC BY-NC-ND license. For this reason, the article has been retracted and the correct version of the article can be found here: https://doi. org/10.1055/s-0039-1681086. © 2018 Georg Thieme Verlag KG Stuttgart · New York DOI https://doi.org/ 10.3414/ME17–02–0023. ISSN 0026-1270.