| Prognostic models based on patient snapshots and time windows: predicting disease progression to assisted ventilation in amyotrophic lateral sclerosis AV Carreiro, PMT Amaral, S Pinto, P Tomás, M de Carvalho, SC Madeira Journal of biomedical informatics 58, 133-144, 2015 | 45 | 2015 |
| Comparing handcrafted features and deep neural representations for domain generalization in human activity recognition N Bento, J Rebelo, M Barandas, AV Carreiro, A Campagner, F Cabitza, ... Sensors 22 (19), 7324, 2022 | 30 | 2022 |
| Robust Anomaly Detection in Time Series through Variational AutoEncoders and a Local Similarity Score. P Matias, D Folgado, H Gamboa, AV Carreiro Biosignals, 91-102, 2021 | 27 | 2021 |
| Screening diabetes mellitus 2 based on electronic health records using temporal features A Pimentel, AV Carreiro, RT Ribeiro, H Gamboa Health informatics journal 24 (2), 194-205, 2018 | 20 | 2018 |
| Prognostic prediction through biclustering-based classification of clinical gene expression time series AV Carreiro, O Anunciaçao, JA Carriço, SC Madeira Journal of integrative bioinformatics 8 (3), 73-89, 2011 | 19 | 2011 |
| Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches H Narotamo, M Dias, R Santos, AV Carreiro, H Gamboa, M Silveira Biomedical Signal Processing and Control 93, 106141, 2024 | 18 | 2024 |
| Time series segmentation using neural networks with cross-domain transfer learning P Matias, D Folgado, H Gamboa, A Carreiro Electronics 10 (15), 1805, 2021 | 17 | 2021 |
| Integrative biomarker discovery in neurodegenerative diseases AV Carreiro, A Mendonça, M de Carvalho, SC Madeira Wiley Interdisciplinary Reviews: Systems Biology and Medicine 7 (6), 357-379, 2015 | 16 | 2015 |
| Posture risk assessment in an automotive assembly line using inertial sensors ML Nunes, D Folgado, C Fujão, L Silva, J Rodrigues, P Matias, ... IEEE Access 10, 83221-83235, 2022 | 12 | 2022 |
| An infrastructure-free magnetic-based indoor positioning system with deep learning L Fernandes, S Santos, M Barandas, D Folgado, R Leonardo, R Santos, ... Sensors 20 (22), 6664, 2020 | 12 | 2020 |
| Impact of generative modelling for fundus image augmentation with improved and degraded quality in the classification of Glaucoma R Leonardo, J Gonçalves, A Carreiro, B Simões, T Oliveira, F Soares IEEE Access, 2022 | 11 | 2022 |
| Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-Based Imputation I Curioso, R Santos, B Ribeiro, A Carreiro, P Coelho, J Fragata, ... Journal of King Saud University–Computer and Information Sciences 35, 101562, 2023 | 9 | 2023 |
| Integrating domain knowledge into deep learning for skin lesion risk prioritization to assist teledermatology referral R Carvalho, AC Morgado, C Andrade, T Nedelcu, A Carreiro, ... Diagnostics 12 (1), 36, 2021 | 9 | 2021 |
| Multi-dataset training for skin lesion classification on multimodal and multitask deep learning T Nedelcu, M Vasconcelos, A Carreiro Proceedings of the 6th World Congress on Electrical Engineering and Computer …, 2020 | 9 | 2020 |
| Unravelling communities of ALS patients using network mining AV Carreiro, SC Madeira, AP Francisco ACM SIGKDD Workshop on Data Mining in Healtcare, 2013 | 8 | 2013 |
| Biclustering-Based Classification of Clinical Expression Time Series: A Case Study in Patients with Multiple Sclerosis A Carreiro, O Anunciação, J Carriço, S Madeira 5th International Conference on Practical Applications of Computational …, 2011 | 8 | 2011 |
| A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography M Antunes, D Folgado, M Barandas, A Carreiro, C Quintão, ... Biomedical Signal Processing and Control 79, 104011, 2023 | 7 | 2023 |
| En route to automated maintenance of industrial printing systems: digital quantification of print-quality factors based on induced printing failure P Bischoff, AV Carreiro, C Kroh, C Schuster, T Härtling Journal of Sensors and Sensor Systems 11 (2), 277-285, 2022 | 7 | 2022 |
| Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources R Santos, B Ribeiro, I Sousa, J Santos, F Guede-Fernández, P Dias, ... International Journal of Medical Informatics 182, 105307, 2024 | 6 | 2024 |
| Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis. R Cebola, D Folgado, AV Carreiro, H Gamboa BIOSIGNALS, 74-85, 2023 | 6 | 2023 |
Sara C. MadeiraLASIGE, Departamento de Informática, Faculdade de Ciências, Universidade de LisboaVerified email at fc.ul.pt