Self-improving generative artificial neural network for pseudorehearsal incremental class learning D Mellado, C Saavedra, S Chabert, R Torres, R Salas Algorithms 12 (10), 206, 2019 | 24 | 2019 |
Pseudorehearsal approach for incremental learning of deep convolutional neural networks D Mellado, C Saavedra, S Chabert, R Salas Computational Neuroscience: First Latin American Workshop, LAWCN 2017, Porto …, 2017 | 13 | 2017 |
A computational fractional signal derivative method M Salinas, R Salas, D Mellado, A Glaría, C Saavedra Modelling and Simulation in Engineering 2018 (1), 7280306, 2018 | 11 | 2018 |
An Assessment of In-the-Wild Datasets for Multimodal Emotion Recognition A Aguilera, D Mellado, F Rojas Sensors 23 (11), 5184, 2023 | 8 | 2023 |
Photoplethysmogram Fits Finger Blood Pressure Waveform for non-Invasive and minimally-Intrusive Technologies-Evaluation of Derivative Approaches G Tapia, M Salinas, J Plaza, D Mellado, R Salas, C Saavedra, A Veloz, ... International Conference on Bio-inspired Systems and Signal Processing 5 …, 2017 | 4 | 2017 |
A named entity recognition framework using transformers to identify relevant clinical findings from mammographic radiological reports E Godoy, S Chabert, M Querales, J Sotelo, D Parra, C Fernandez, ... 18th International Symposium on Medical Information Processing and Analysis …, 2023 | 2 | 2023 |
Incremental ensemble of deep learning with pseudorehearsal D Mellado, R Salas, S Chabert, A Veloz, C Saavedra II Latin American Conference on Statistical Computing, Valparaiso, Chile, 2017 | 2 | 2017 |
Aplicación de Deep Learning para la detección de Apnea e Hipoapnea del Sueno basado en Senales de Polisomnografıa D Mellado, C Saavedra, R Salas IX Congreso Anual de Ingeniería Biomédica - CAIB2016, 2016 | 2 | 2016 |
Predicting Cardiovascular Rehabilitation of Patients with Coronary Artery Disease Using Transfer Feature Learning R Torres, C Zurita, D Mellado, O Nicolis, C Saavedra, M Tuesta, M Salinas, ... Diagnostics 13 (3), 508, 2023 | 1 | 2023 |
Multimodal Emotion Recognition Dataset in the Wild (MERDWild) F Martínez, A Aguilera, D Mellado 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering …, 2023 | | 2023 |
A Deep Learning Classifier Using Sliding Patches For Detection of Mammographical Findings D Mellado, M Querales, J Sotelo, E Godoy, F Pardo, S Lever, S Chabert, ... 2023 19th International Symposium on Medical Information Processing and …, 2023 | | 2023 |
Torwards Trustworthy Machine Learning based systems: Evaluating breast cancer predictions interpretability using Human Centered Machine Learning and UX Techniques J Ugalde, E Godoy, D Mellado, E Cavieres, B Carvajal, C Fernández, ... International Conference on Human-Computer Interaction, 538-545, 2023 | | 2023 |
Photoplethysmogram Fits Finger Blood Pressure Waveform for non-Invasive and minimally-Intrusive Technologies-Evaluation of Derivative Approaches G Tapia, M Salinas, J Plaza, D Mellado, R Salas, C Saavedra, A Veloz, ... International Conference on Bio-inspired Systems and Signal Processing 5 …, 2017 | | 2017 |
Photoplethysmogram Fits Finger Blood Pressure Waveform for non-Invasive and minimally-Intrusive Technologies G Tapia, M Salinas, J Plaza, D Mellado, R Salas, C Saavedra, A Veloz, ... Biosignal: 10th International Joint Conference on Biomedical Engineering …, 2017 | | 2017 |