João Victor Souza das Chagas

Automatic detection of COVID-19 infection using chest X-ray images through transfer learning

Elene Firmeza Ohata, Gabriel M. Bezerra, João Victor Souza das Chagas et al. · IEEE/CAA Journal of Automatica Sinica · 2020 · 263 citations · Full text

Chest X-ray Exam, Convolutional Neural Network, Engineering +23

A novel transfer learning approach for the classification of histological images of colorectal cancer

Elene Firmeza Ohata, João Victor Souza das Chagas, Gabriel M. Bezerra et al. · The Journal of Supercomputing · 2021 · 78 citations

Engineering, Machine Learning, Digital Pathology +16

A new approach for the detection of pneumonia in children using CXR images based on an real-time IoT system

João Victor Souza das Chagas, Douglas de A. Rodrigues, Roberto F. Ivo et al. · Journal of Real-Time Image Processing · 2021 · 27 citations · Full text

Image Analysis, Engineering, Medical Imaging +9

Fast fully automatic skin lesions segmentation probabilistic with Parzen window

João Victor Souza das Chagas, Roberto F. Ivo, Matheus T. Guimarães et al. · Computerized Medical Imaging and Graphics · 2020 · 18 citations

Dermoscopic Image, Image Analysis, Engineering +13

Level set approach based on Parzen Window and floor of log for edge computing object segmentation in digital images

Elizângela de S. Rebouças, F.N.S. Medeiros, Régis C. P. Marques et al. · Applied Soft Computing · 2021 · 17 citations

Image Analysis, Machine Vision, Engineering +9