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
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
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
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
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
Time series segmentation using neural networks with cross-domain transfer learning
P Matias, D Folgado, H Gamboa, A Carreiro
Electronics 10 (15), 1805, 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
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
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
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
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
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
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
Unravelling communities of ALS patients using network mining
AV Carreiro, SC Madeira, AP Francisco
ACM SIGKDD Workshop on Data Mining in Healtcare, 2013
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
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
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
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
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
Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis.
R Cebola, D Folgado, AV Carreiro, H Gamboa
BIOSIGNALS, 74-85, 2023
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