ECG-based heartbeat classification for arrhythmia detection: A survey EJS Luz, WR Schwartz, G Cámara-Chávez, D Menotti Computer methods and programs in biomedicine 127, 144-164, 2016 | 889 | 2016 |
Towards an effective and efficient deep learning model for COVID-19 patterns detection in X-ray images E Luz, PL Silva, R Silva, L Silva, G Moreira, D Menotti Research on Biomedical Engineering, 2020 | 360 | 2020 |
COVID-19 detection in CT images with deep learning: A voting-based scheme and cross-datasets analysis P Silva, E Luz, G Silva, G Moreira, R Silva, D Lucio, D Menotti Informatics in medicine unlocked 20, 100427, 2020 | 247 | 2020 |
ECG arrhythmia classification based on optimum-path forest EJS Luz, TM Nunes, VHC De Albuquerque, JP Papa, D Menotti Expert Systems with Applications 40 (9), 3561-3573, 2013 | 200 | 2013 |
A GPU deep learning metaheuristic based model for time series forecasting IM Coelho, VN Coelho, EJS Luz, LS Ochi, FG Guimaraes, E Rios Applied Energy 201, 412-418, 2017 | 162 | 2017 |
Inter-patient ECG heartbeat classification with temporal VCG optimized by PSO G Garcia, G Moreira, D Menotti, E Luz Scientific reports 7 (1), 10543, 2017 | 134 | 2017 |
Learning deep off-the-person heart biometrics representations EJ da Silva Luz, GJP Moreira, LS Oliveira, WR Schwartz, D Menotti IEEE Transactions on Information Forensics and Security 13 (5), 1258-1270, 2017 | 119 | 2017 |
Robust automated cardiac arrhythmia detection in ECG beat signals VHC de Albuquerque, TM Nunes, DR Pereira, EJS Luz, D Menotti, ... Neural Computing and Applications 29, 679-693, 2018 | 91 | 2018 |
An approach to iris contact lens detection based on deep image representations P Silva, E Luz, R Baeta, H Pedrini, AX Falcao, D Menotti 2015 28th SIBGRAPI Conference on Graphics, Patterns and Images, 157-164, 2015 | 85 | 2015 |
Arrhythmia classification from single-lead ECG signals using the inter-patient paradigm FM Dias, HLM Monteiro, TW Cabral, R Naji, M Kuehni, EJS Luz Computer Methods and Programs in Biomedicine 202, 105948, 2021 | 70 | 2021 |
Convolutional network for EEG-based biometric T Schons, GJP Moreira, PHL Silva, VN Coelho, EJS Luz Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2018 | 50 | 2018 |
Multimodal feature level fusion based on particle swarm optimization with deep transfer learning PH Silva, E Luz, LA Zanlorensi, D Menotti, G Moreira 2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018 | 41 | 2018 |
Evaluating the use of ECG signal in low frequencies as a biometry EJS Luz, D Menotti, WR Schwartz Expert Systems with Applications 41 (5), 2309-2315, 2014 | 41 | 2014 |
Deep periocular representation aiming video surveillance E Luz, G Moreira, LAZ Junior, D Menotti Pattern Recognition Letters 114, 2-12, 2018 | 39 | 2018 |
A deep learning ensemble method to assist cytopathologists in pap test image classification D N. Diniz, M T. Rezende, A GC Bianchi, C M. Carneiro, E JS Luz, ... Journal of Imaging 7 (7), 111, 2021 | 35 | 2021 |
Towards better heartbeat segmentation with deep learning classification P Silva, E Luz, G Silva, G Moreira, E Wanner, F Vidal, D Menotti Scientific Reports 10 (1), 20701, 2020 | 32 | 2020 |
How the choice of samples for building arrhythmia classifiers impact their performances E Luz, D Menotti 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 32 | 2011 |
The impact of preprocessing on deep representations for iris recognition on unconstrained environments LA Zanlorensi, E Luz, R Laroca, AS Britto, LS Oliveira, D Menotti 2018 31st SIBGRAPI conference on graphics, patterns and images (SIBGRAPI …, 2018 | 30 | 2018 |
Ocular recognition databases and competitions: A survey LA Zanlorensi, R Laroca, E Luz, AS Britto Jr, LS Oliveira, D Menotti Artificial Intelligence Review 55 (1), 129-180, 2022 | 16 | 2022 |
Improving automatic cardiac arrhythmia classification: Joining temporal-VCG, complex networks and SVM classifier G Garcia, G Moreira, E Luz, D Menotti 2016 International Joint Conference on Neural Networks (IJCNN), 3896-3900, 2016 | 13 | 2016 |