Exploring Knowledge Distillation for Model Compression in Edge Environments.
Proceedings of the Engineering Applications of Neural Networks, 2025
COTIDIANA Dataset - Smartphone-Collected Data on the Mobility, Finger Dexterity, and Mental Health of People With Rheumatic and Musculoskeletal Diseases.
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IEEE J. Biomed. Health Informatics, November, 2024
Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Study of Uncertainty Quantification Using Multi-Label ECG in Deep Learning Models.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023
Learning Biosignals with Deep Learning
PhD thesis, 2020
ECG Biometrics Using Deep Learning and Relative Score Threshold Classification.
Sensors, 2020
Detection of Abnormalities in Electrocardiogram (ECG) using Deep Learning.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
SSTS: A syntactic tool for pattern search on time series.
Inf. Process. Manag., 2019
Project INSIDE: towards autonomous semi-unstructured human-robot social interaction in autism therapy.
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Artif. Intell. Medicine, 2019
Development of the Decision Support System in Treatment of Arterial Hypertension - Application of Artificial Neural Networks for Evaluation of Heart Rate Variability Signals.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018
Noise detection on ECG based on agglomerative clustering of morphological features.
Comput. Biol. Medicine, 2017
Topographic EEG brain mapping before, during and after Obstructive Sleep Apnea Episodes.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011