OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification.

Autor: Silva AB; Faculty of Computer Science (FACOM) - Federal University of Uberlândia (UFU), Av. João Naves de Ávila 2121, BLB, 38400-902, Uberlândia, MG, Brazil. adrianobs@gmail.com., Martins AS; Federal Institute of Triângulo Mineiro (IFTM), R. Belarmino Vilela Junqueira, S/N, 38305-200, Ituiutaba, MG, Brazil., Tosta TAA; Science and Technology Institute, Federal University of São Paulo (UNIFESP), Av. Cesare Mansueto Giulio Lattes, 1201, 12247-014, São José dos Campos, SP, Brazil., Loyola AM; School of Dentistry, Federal University of Uberlândia (UFU), Av. Pará - 1720, 38405-320, Uberlândia, MG, Brazil., Cardoso SV; School of Dentistry, Federal University of Uberlândia (UFU), Av. Pará - 1720, 38405-320, Uberlândia, MG, Brazil., Neves LA; Department of Computer Science and Statistics (DCCE), São Paulo State University (UNESP), R. Cristóvão Colombo, 2265, 38305-200, São José do Rio Preto, SP, Brazil., de Faria PR; Department of Histology and Morphology, Institute of Biomedical Science, Federal University of Uberlândia (UFU), Av. Amazonas, S/N, 38405-320, Uberlândia, MG, Brazil., do Nascimento MZ; Faculty of Computer Science (FACOM) - Federal University of Uberlândia (UFU), Av. João Naves de Ávila 2121, BLB, 38400-902, Uberlândia, MG, Brazil.

Publikováno v: Journal of imaging informatics in medicine [J Imaging Inform Med] 2024 Aug; Vol. 37 (4), pp. 1691-1710. Date of Electronic Publication: 2024 Feb 26.

Classification of Multiple H&E Images via an Ensemble Computational Scheme.

Autor: Longo LHDC; Department of Computer Science and Statistics (DCCE), São Paulo State University (UNESP), Rua Cristóvão Colombo, 2265, São José do Rio Preto 15054-000, SP, Brazil., Roberto GF; Department of Informatics Engineering, Faculty of Engineering, University of Porto, Dr. Roberto Frias, sn, 4200-465 Porto, Portugal., Tosta TAA; Science and Technology Institute, Federal University of São Paulo (UNIFESP), Avenida Cesare Mansueto Giulio Lattes, 1201, São José dos Campos 12247-014, SP, Brazil., de Faria PR; Department of Histology and Morphology, Institute of Biomedical Science, Federal University of Uberlândia (UFU), Av. Amazonas, S/N, Uberlândia 38405-320, MG, Brazil., Loyola AM; Area of Oral Pathology, School of Dentistry, Federal University of Uberlândia (UFU), R. Ceará-Umuarama, Uberlândia 38402-018, MG, Brazil., Cardoso SV; Area of Oral Pathology, School of Dentistry, Federal University of Uberlândia (UFU), R. Ceará-Umuarama, Uberlândia 38402-018, MG, Brazil., Silva AB; Faculty of Computer Science (FACOM), Federal University of Uberlândia (UFU), Avenida João Naves de Ávila 2121, Bl.B, Uberlândia 38400-902, MG, Brazil., do Nascimento MZ; Faculty of Computer Science (FACOM), Federal University of Uberlândia (UFU), Avenida João Naves de Ávila 2121, Bl.B, Uberlândia 38400-902, MG, Brazil., Neves LA; Department of Computer Science and Statistics (DCCE), São Paulo State University (UNESP), Rua Cristóvão Colombo, 2265, São José do Rio Preto 15054-000, SP, Brazil.

Publikováno v: Entropy (Basel, Switzerland) [Entropy (Basel)] 2023 Dec 28; Vol. 26 (1). Date of Electronic Publication: 2023 Dec 28.

Unsupervised method for normalization of hematoxylin-eosin stain in histological images.

Autor: Tosta TAA; Center of Mathematics, Computing and Cognition, Federal University of ABC, Av. dos Estados, 5001, 09210-580 Santo André, São Paulo, Brazil. Electronic address: tosta.thaina@gmail.com., de Faria PR; Department of Histology and Morphology, Institute of Biomedical Science, Federal University of Uberlândia, Av. Amazonas, S/N, 38405-320 Uberlândia, Minas Gerais, Brazil. Electronic address: paulo.faria@ufu.br., Servato JPS; School of Dentistry, University of Uberaba, Av. Nenê Sabino, 1801, 38055-500 Uberaba, Minas Gerais, Brazil. Electronic address: jpservato@gmail.com., Neves LA; Department of Computer Science and Statistics, São Paulo State University, R. Cristóvão Colombo, 2265, 15054-000 São José do Rio Preto, São Paulo, Brazil. Electronic address: neves.leandro@gmail.com., Roberto GF; Faculty of Computer Science, Federal University of Uberlândia, Av. João Naves de Ávila, 2121, 38400-902 Uberlândia, Minas Gerais, Brazil. Electronic address: guilherme.freire@unesp.br., Martins AS; Federal Institute of Triângulo Mineiro, R. Belarmino Vilela Junqueira S/N, 38305-200 Ituiutaba, Minas Gerais, Brazil. Electronic address: alessandro@iftm.edu.br., do Nascimento MZ; Center of Mathematics, Computing and Cognition, Federal University of ABC, Av. dos Estados, 5001, 09210-580 Santo André, São Paulo, Brazil; Faculty of Computer Science, Federal University of Uberlândia, Av. João Naves de Ávila, 2121, 38400-902 Uberlândia, Minas Gerais, Brazil. Electronic address: marcelo.zanchetta@gmail.com.

Publikováno v: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society [Comput Med Imaging Graph] 2019 Oct; Vol. 77, pp. 101646. Date of Electronic Publication: 2019 Aug 14.

Computational normalization of H&E-stained histological images: Progress, challenges and future potential.

Autor: Azevedo Tosta TA; Center of Mathematics, Computing and Cognition, Federal University of ABC, Av. dos Estados, 5001, 09210-580, Santo André, São Paulo, Brazil. Electronic address: tosta.thaina@gmail.com., de Faria PR; Department of Histology and Morphology, Institute of Biomedical Science, Federal University of Uberlândia, Av. Amazonas, S/N, 38405-320, Uberlândia, Minas Gerais, Brazil. Electronic address: paulo.faria@ufu.br., Neves LA; Department of Computer Science and Statistics, São Paulo State University, R. Cristóvão Colombo, 2265, 15054-000, São José do Rio Preto, São Paulo, Brazil. Electronic address: neves.leandro@gmail.com., do Nascimento MZ; Center of Mathematics, Computing and Cognition, Federal University of ABC, Av. dos Estados, 5001, 09210-580, Santo André, São Paulo, Brazil; Faculty of Computer Science, Federal University of Uberlândia, Av. João Naves de Ávila, 2121, 38400-902, Uberlândia, Minas Gerais, Brazil. Electronic address: marcelo.zanchetta@gmail.com.

Publikováno v: Artificial intelligence in medicine [Artif Intell Med] 2019 Apr; Vol. 95, pp. 118-132. Date of Electronic Publication: 2018 Nov 09.

Segmentation and detection of breast cancer in mammograms combining wavelet analysis and genetic algorithm.

Autor: Pereira DC; Centro de Matemática, Computação e Cognição, Universidade Federal do ABC, Rua Santa Adélia, 166, 09210170 Santo André, SP, Brazil. Electronic address: danilo.pereira@ufabc.edu.br., Ramos RP; Colegiado de Engenharia Elétrica, Universidade Federal do Vale do São Francisco, Avenida Antônio Carlos Magalhães, 510, 48902300 Juazeiro, BA, Brazil. Electronic address: rodrigo.ramos@univasf.edu.br., do Nascimento MZ; Faculty of Computation (FACOM), Federal University of Uberlândia (UFU), Av. João Naves de Ávila, 2121, 38400902 Uberlândia, MG, Brazil. Electronic address: marcelo.zanchetta@gmail.com.

Publikováno v: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2014 Apr; Vol. 114 (1), pp. 88-101. Date of Electronic Publication: 2014 Jan 21.