André V. Carreiro

Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches

Hemaxi Narotamo, Mariana Dias, Ricardo Santos et al. · Biomedical Signal Processing and Control · 2024 · 57 citations · Full text

Convolutional Neural Network, Raw Ecg, Image Analysis +14

Prognostic models based on patient snapshots and time windows: Predicting disease progression to assisted ventilation in Amyotrophic Lateral Sclerosis

André V. Carreiro, Pedro M. Amaral, Susana Pinto et al. · Journal of Biomedical Informatics · 2015 · 30 citations

Patient Snapshots, Amyotrophic Lateral Sclerosis, Disease Progression +12

Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition

Nuno Bento, Joana Rebelo, Marília Barandas et al. · Sensors · 2022 · 28 citations · Full text

Geometric Learning, Engineering, Machine Learning +20

Time Series Segmentation Using Neural Networks with Cross-Domain Transfer Learning

Pedro Matias, Duarte Folgado, Hugo Gambôa et al. · Electronics · 2021 · 21 citations · Full text

Engineering, Machine Learning, Shift Detection +16

Screening diabetes mellitus 2 based on electronic health records using temporal features

Angela Pimentel, André V. Carreiro, Rogério T. Ribeiro et al. · Health Informatics Journal · 2016 · 19 citations

Engineering, Machine Learning, Diagnosis +21