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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
242015
Prognostic prediction through biclustering-based classification of clinical gene expression time series
AV Carreiro, O Anunciação, JA Carriço, SC Madeira
Journal of integrative bioinformatics 8 (3), 73-89, 2011
152011
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
122018
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
112015
Unravelling communities of ALS patients using network mining
AV Carreiro, SC Madeira, AP Francisco
ACM SIGKDD Workshop on Data Mining in Healtcare, 2013
72013
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
72011
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
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
32012
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
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
22021
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
12020
Classification of Clinical Data using Sequential Patterns: A case study in Amyotrophic Lateral Sclerosis.
AV Carreiro, S Pinto, M de Carvalho, SC Madeira, C Antunes
2nd Workshop on Data Mining in Healthcare and Medicine, at SIAM …, 2013
1*2013
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
2021
Time Series Segmentation Using Neural Networks with Cross-Domain Transfer Learning
P Matias, D Folgado, H Gamboa, A Carreiro
Electronics 10 (15), 1805, 2021
2021
Predicting Non-Invasive Ventilation in ALS Patients using Time Windows
AV Carreiro, S Pinto, AM Carvalho, M de Carvalho, SC Madeira
2014
Classification of clinical expression time series: a case study in patients with Multiple Sclerosis
AVR Carreiro
2010
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Articles 1–16