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André V. Carreiro

Observed names: A. Carreiro, Andre Carreiro, Andre V. Carreiro, André Carreiro, André V Carreiro, André Valério Carreiro, Carreiro, André, Carreiro, André V, Carreiro, André V.
Observed institutions: Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento, University of Lisbon, Institute for Systems Engineering and Computers, Fraunhofer Portugal Research, Instituto Superior Técnico, Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Comprehensive Health Research Centre, Universidade Técnica de Lisboa, Universidade Nova de Lisboa, Universidade Técnica do Porto
ORCID: 0000-0002-4234-5336
Observed ORCID: 0000-0002-4234-5336
OpenAlex ID: A5084185357
Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches
2024 · Hemaxi Narotamo, Mariana Dias, et al. · Biomedical Signal Processing and Control · 126
Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition
2022 · Nuno Bento, Joana Rebelo, et al. · Sensors · 45
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Robust Anomaly Detection in Time Series through Variational AutoEncoders and a Local Similarity Score
2021 · Pedro Matias, Duarte Folgado, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 36
Prognostic models based on patient snapshots and time windows: Predicting disease progression to assisted ventilation in Amyotrophic Lateral Sclerosis
2015 · André V. Carreiro, Pedro M.T. Amaral, et al. · Journal of Biomedical Informatics · 32
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Impact of Generative Modeling for Fundus Image Augmentation With Improved and Degraded Quality in the Classification of Glaucoma
2022 · Ricardo Leonardo, Joao Goncalves, et al. · IEEE Access · 27
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Time Series Segmentation Using Neural Networks with Cross-Domain Transfer Learning
2021 · Pedro Matias, Duarte Folgado, et al. · Electronics · 22
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Screening diabetes mellitus 2 based on electronic health records using temporal features
2016 · Angela Pimentel, André V Carreiro, et al. · Health Informatics Journal · 20
Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources
2023 · Ricardo Santos, Bruno Ribeiro, et al. · International Journal of Medical Informatics · 19
Posture Risk Assessment in an Automotive Assembly Line Using Inertial Sensors
2022 · Maria Lua Nunes, Duarte Folgado, et al. · IEEE Access · 18
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An Infrastructure-Free Magnetic-Based Indoor Positioning System with Deep Learning
2020 · Letícia Fernandes, Sara Santos, et al. · Sensors · 18
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Prognostic Prediction through Biclustering-Based Classification of Clinical Gene Expression Time Series
2011 · André V. Carreiro, Orlando Anunciação, et al. · Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics · 16
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Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-based Imputation
2023 · Isabel Curioso, Ricardo Santos, et al. · Journal of King Saud University - Computer and Information Sciences · 12
Exploring Regularization Methods for Domain Generalization in Accelerometer-Based Human Activity Recognition
2023 · Nuno Bento, Joana Rebelo, et al. · Sensors · 11
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A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography
2022 · Margarida Antunes, Duarte Folgado, et al. · Biomedical Signal Processing and Control · 11
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Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR
2025 · Guilherme Nunes, Vitor Rolla, et al. · Joint Workshop on Large Language Models and Structure Modeling (XLLM) · 10
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Multi-Dataset Training for Skin Lesion Classification on Multimodal and Multitask Deep Learning
2020 · Tudor Nedelcu, Maria Vasconcelos, et al. · Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science · 10
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Unlocking the Potential of Large Language Models for Clinical Text Anonymization: A Comparative Study
2024 · David Pissarra, Isabel Curioso, et al. · Workshop on Privacy in Natural Language Processing (PrivateNLP) · 9
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Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline
2022 · Pedro Matias, Joao Costa, et al. · IEEE Access · 9
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Unlocking the Potential of Large Language Models for Clinical Text Anonymization: A Comparative Study
2024 · Pissarra, David, Curioso, Isabel, et al. · arXiv (Cornell University) · 8
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Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis
2023 · Ricardo Cebola, Duarte Folgado, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 8
Evaluation of smartphone-based cough data in amyotrophic lateral sclerosis as a potential predictor of functional disability
2024 · Pedro Santos-Rocha, Nuno Bento, et al. · PLoS ONE · 7
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Integrative biomarker discovery in neurodegenerative diseases
2015 · André V. Carreiro, Alexandre Mendonça, et al. · WIREs Systems Biology and Medicine · 7
En route to automated maintenance of industrial printing systems: digital quantification of print-quality factors based on induced printing failure
2022 · Peter Bischoff, André V. Carreiro, et al. · Journal of sensors and sensor systems · 6
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Towards a Classification Approach using Meta-Biclustering: Impact of Discretization in the Analysis of Expression Time Series
2012 · André V. Carreiro, Artur J. Ferreira, et al. · Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics · 6
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Integrating Domain Knowledge into Deep Learning for Skin Lesion Risk Prioritization to Assist Teledermatology Referral
2021 · Rafaela Carvalho, Ana C. Morgado, et al. · Diagnostics · 5
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Works count: 49
Citation count: 528
H-index: 12
I10-index: 16
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