A deep convolutional neural network for COVID-19 detection using chest X-rays PRAS Bassi, R Attux Research on Biomedical Engineering, 1-10, 2021 | 170 | 2021 |
Transfer learning and SpecAugment applied to SSVEP based BCI classification PRAS Bassi, W Rampazzo, R Attux Biomedical Signal Processing and Control 67, 102542, 2021 | 29 | 2021 |
COVID-19 detection using chest X-rays: Is lung segmentation important for generalization? PRAS Bassi, R Attux Research on Biomedical Engineering 38 (4), 1121-1139, 2022 | 15 | 2022 |
FBDNN: Filter banks and deep neural networks for portable and fast brain-computer interfaces PRAS Bassi, R Attux Biomedical Physics & Engineering Express 8 (3), 035018, 2022 | 8* | 2022 |
Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization PRAS Bassi, SSJ Dertkigil, A Cavalli Nature Communications 15 (1), 291, 2024 | 7* | 2024 |
Deep triplet neural networks applied to signal classification in brain-computer interfaces P Bassi, W Rampazzo, R Attux Anais do 37th Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, 2019 | 3* | 2019 |
Fundamentos de redes neurais profundas PRAS Bassi, RR de Faissol Attux Revista dos Trabalhos de Iniciação Científica da UNICAMP, 2018 | 1 | 2018 |
Faster ISNet for Background Bias Mitigation on Deep Neural Networks PRAS Bassi, S Decherchi, A Cavalli arXiv preprint arXiv:2401.08409, 2024 | | 2024 |
Towards Ignoring Backgrounds and Improving Generalization: a Costless DNN Visual Attention Mechanism (preprint) PRAS Bassi, SSJ Dertkigil, A Cavalli | | 2022 |
ISNet: Costless and Implicit Image Segmentation for Deep Classifiers, with Application in COVID-19 Detection (preprint) P Bassi, A Cavalli | | 2022 |
A study of deep neural networks for image recognition in BCIs and COVID-19 detection PRAS Bassi UNICAMP, 2021 | | 2021 |
Redes neurais profundas: implementação no contexto de reconhecimento de imagens P Bassi, R Attux Revista dos Trabalhos de Iniciação Científica da UNICAMP, 1-1, 2019 | | 2019 |