Elene Firmeza Ohata

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

Bi-Dimensional Approach Based on Transfer Learning for Alcoholism Pre-disposition Classification via EEG Signals

Hongyi Zhang, Francisco H. S. Silva, Elene Firmeza Ohata et al. · Frontiers in Human Neuroscience · 2020 · 36 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +26

Monocular Vision Aided Depth Map from RGB Images to Estimate of Localization and Support to Navigation of Mobile Robots

Suane Pires Pinheiro da Silva, Jefferson S. Almeida, Elene Firmeza Ohata et al. · IEEE Sensors Journal · 2020 · 25 citations

Engineering, Field Robotics, Depth Map +21

A new online approach for classification of pumps vibration patterns based on intelligent IoT system

Qinhua Hu, Elene Firmeza Ohata, Francisco H. S. Silva et al. · Measurement · 2019 · 22 citations

Iot Data Analytics, Smart Sensor, Engineering +9