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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
382015
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
202021
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
172011
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
152022
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
Time series segmentation using neural networks with cross-domain transfer learning
P Matias, D Folgado, H Gamboa, A Carreiro
Electronics 10 (15), 1805, 2021
122021
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
102020
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
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
72021
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
72020
Unravelling communities of ALS patients using network mining
AV Carreiro, SC Madeira, AP Francisco
ACM SIGKDD Workshop on Data Mining in Healtcare, 2013
72013
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
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
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
42022
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
42022
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
42022
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
32023
Prognostic prediction using clinical expression time series: Towards a supervised learning approach based on meta-biclusters
A Carreiro, A Ferreira, M Figueiredo, S Madeira
6th International Conference on Practical Applications of Computational …, 2012
32012
Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis.
R Cebola, D Folgado, AV Carreiro, H Gamboa
BIOSIGNALS, 74-85, 2023
22023
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