Caroline Gonçalves

CNN architecture optimization using bio-inspired algorithms for breast cancer detection in infrared images

Caroline Gonçalves, Jefferson R. Souza, Henrique Fernandes · Computers in Biology and Medicine · 2022 · 139 citations

Cnn Architecture Optimization, Convolutional Neural Network, Image Classification +13

Evaluation of transfer learning of pre-trained CNNs applied to breast cancer detection on infrared images

E. de P. e S. Chaves, Caroline Gonçalves, Marcelo Keese Albertini et al. · Applied Optics · 2020 · 38 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Classification of static infrared images using pre-trained CNN for breast cancer detection

Caroline Gonçalves, Jefferson R. Souza, Henrique Fernandes · 2021 · 24 citations

Convolutional Neural Network, Engineering, Machine Learning +23

Machine Learning and Infrared Thermography for Breast Cancer Detection

Caroline Gonçalves, Amanda C. Q. Leles, Gilmar Guimarães et al. · 2019 · 20 citations · Full text

Engineering, Machine Learning, Diagnosis +16

CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared images

Caroline Gonçalves, Jefferson R. Souza, Henrique Fernandes · 2022 · 12 citations