Automated diagnosis of human intestinal parasites using optical microscopy images. - Celso T. N. Suzuki; Jancarlo F. Gomes; Alexandre X. Falcão; Sumie Hoshino-Shimizu; João Paulo Papa (ISBI, 2013)

A data reduction and organization approach for efficient image annotation. - Priscila T. M. Saito; Pedro J. de Rezende; Alexandre X. Falcão; Celso T. N. Suzuki; Jancarlo F. Gomes (SAC, 2013)

Automatic Segmentation and Classification of Human Intestinal Parasites From Microscopy Images. - Celso T. N. Suzuki; Jancarlo F. Gomes; Alexandre X. Falcão; João P. Papa; Sumie Hoshino-Shimizu (IEEE Trans. Biomed. Eng., 2013)

Active Semi-supervised Learning Using Optimum-Path Forest. - Priscila T. M. Saito; Willian Paraguassu Amorim; Alexandre X. Falcão; Pedro Jussieu de Rezende; Celso T. N. Suzuki; Jancarlo F. Gomes; Marcelo Henriques de Carvalho (ICPR, 2014)

An active learning paradigm based on a priori data reduction and organization. - Priscila T. M. Saito; Pedro J. de Rezende; Alexandre X. Falcão; Celso T. N. Suzuki; Jancarlo F. Gomes (Expert Syst. Appl., 2014)

Robust active learning for the diagnosis of parasites. - Priscila T. M. Saito; Celso T. N. Suzuki; Jancarlo F. Gomes; Pedro Jussieu de Rezende; Alexandre X. Falcão (Pattern Recognit., 2015)

Automated diagnosis of intestinal parasites: A new hybrid approach and its benefits. - Daniel Osaku; Carolina F. Cuba; Celso T. N. Suzuki; Jancarlo F. Gomes; Alexandre X. Falcão (Comput. Biol. Medicine, 2020)

Semi-supervised Deep Learning Based on Label Propagation in a 2D Embedded Space. - Barbara Caroline Benato; Jancarlo F. Gomes; Alexandru C. Telea; Alexandre Xavier Falcão (CIARP, 2021)

Semi-automatic data annotation guided by feature space projection. - Barbara Caroline Benato; Jancarlo F. Gomes; Alexandru C. Telea; Alexandre X. Falcão (Pattern Recognit., 2021)

Convolutional neural network simplification with progressive retraining. - Daniel Osaku; Jancarlo Ferreira Gomes; Alexandre Xavier Falcão (Pattern Recognit. Lett., 2021)

A Flyweight CNN with Adaptive Decoder for Schistosoma mansoni Egg Detection. - Leonardo de Melo Joao; Azael de Melo e Sousa; Bianca Martins dos Santos; Silvio Jamil Ferzoli Guimarães; Jancarlo Ferreira Gomes; Ewa Kijak; Alexandre Xavier Falcão (CoRR, 2023)

Toward automating the diagnosis of gastrointestinal parasites in cats and dogs. - Leonardo de Melo Joao; Letícia Rodrigues Proença; Saulo Hudson Nery Loiola; Sandra Valéria Inácio; Bianca Martins dos Santos; Stefany Laryssa Rosa; Felipe Augusto Soares; Vitória Castilho Stefano; Daniel Osaku; Celso Tetsuo Nagase Suzuki; Katia Denise Saraiva Bresciani; Jancarlo Ferreira Gomes; et al. (Comput. Biol. Medicine, 2023)

Contrastive Learning and Iterative Meta-Pseudo-Labeling on 2D Projections for Deep Semi-Supervised Learning. - David Aparco-Cardenas; Jancarlo F. Gomes; Alexandre X. Falcão; Pedro Jussieu de Rezende (SIBGRAPI, 2024)

Improving FLIM-Based Salient Object Detection Networks with Cellular Automata. - Felipe Crispim da Rocha Salvagnini; Jancarlo F. Gomes; Cid A. N. Santos; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (SIBGRAPI, 2024)

Adaptive Decoders for FLIM-Based Salient Object Detection Networks. - Gilson Junior Soares; Matheus Abrantes Cerqueira; Silvio Jamil Ferzoli Guimarães; Jancarlo F. Gomes; Alexandre X. Falcão (SIBGRAPI, 2024)

Consensus-based iterative meta-pseudo-labeling for deep semi-supervised learning. - David Aparco-Cardenas; Jancarlo F. Gomes; Alexandre X. Falcão; Pedro J. de Rezende (Inf. Sci., 2025)

Flyweight FLIM Networks for Salient Object Detection in Biomedical Images. - Leonardo de Melo Joao; Jancarlo F. Gomes; Silvio Jamil Ferzoli Guimarães; Ewa Kijak; Alexandre X. Falcão (CoRR, 2025)

Multi-level Cellular Automata for FLIM networks. - Felipe Crispim da Rocha Salvagnini; Jancarlo F. Gomes; Cid A. N. Santos; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (CoRR, 2025)

Co-Training with Active Contrastive Learning and Meta-Pseudo-Labeling on 2D Projections for Deep Semi-Supervised Learning. - David Aparco-Cardenas; Jancarlo F. Gomes; Alexandre X. Falcão; Pedro J. de Rezende (CoRR, 2025)

FLIM-based Salient Object Detection Networks with Adaptive Decoders. - Gilson Junior Soares; Matheus Abrantes Cerqueira; Jancarlo F. Gomes; Laurent Najman; Silvio Jamil Ferzoli Guimarães; Alexandre Xavier Falcão (CoRR, 2025)