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André V. Carreiro
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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
422015
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
212021
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
192022
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
192018
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
182011
Time series segmentation using neural networks with cross-domain transfer learning
P Matias, D Folgado, H Gamboa, A Carreiro
Electronics 10 (15), 1805, 2021
152021
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
152015
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
112020
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
82021
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
82020
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
82011
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
72022
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
72022
Unravelling communities of ALS patients using network mining
AV Carreiro, SC Madeira, AP Francisco
ACM SIGKDD Workshop on Data Mining in Healtcare, 2013
72013
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
62024
Fraunhofer AICOS at CLEF eHealth 2020 Task 1: Clinical Code Extraction From Textual Data Using Fine-Tuned BERT Models.
J Costa, I Lopes, AV Carreiro, D Ribeiro, C Soares
CLEF (Working Notes), 2020
62020
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
52022
Towards a classification approach using meta-biclustering: impact of discretization in the analysis of expression time series
AV Carreiro, AJ Ferreira, MAT Figueiredo, SC Madeira
Journal of Integrative Bioinformatics 9 (3), 105-120, 2012
52012
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
42023
Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis.
R Cebola, D Folgado, AV Carreiro, H Gamboa
BIOSIGNALS, 74-85, 2023
32023
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Articles 1–20