André V. Carreiro

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Regularization Methods

Amyotrophic Lateral Sclerosis

Activity Recognition

Top Venues

Biomed. Signal Process. Control.

Publications

Ricardo Santos, Bruno Ribeiro, Inês Sousa, Jorge Santos, Federico Guede-Fernández, Pedro Dias, André V. Carreiro, Hugo Gamboa, Pedro Coelho, José Fragata, Ana Londral
Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources. Int. J. Medical Informatics 182 (2024)
David Pissarra, Isabel Curioso, João Alveira, Duarte Pereira, Bruno Ribeiro, Tomas Souper, Vasco Gomes, André V. Carreiro, Vitor Rolla
Unlocking the Potential of Large Language Models for Clinical Text Anonymization: A Comparative Study. CoRR (2024)
Hemaxi Narotamo, Mariana Dias, Ricardo Santos, André V. Carreiro, Hugo Gamboa, Margarida Silveira
Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches. Biomed. Signal Process. Control. 93 (2024)
Ricardo Cebola, Duarte Folgado, André V. Carreiro, Hugo Gamboa
Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis. BIOSIGNALS (2023)
Peter Bischoff, André V. Carreiro, Christiane Schuster, Thomas Härtling
Quantifying the Displacement of Data Matrix Code Modules: A Comparative Study of Different Approximation Approaches for Predictive Maintenance of Drop-on-Demand Printing Systems. J. Imaging 9 (7) (2023)
Isabel Curioso, Ricardo Santos, Bruno Ribeiro, André V. Carreiro, Pedro Coelho, José Fragata, Hugo Gamboa
Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-based Imputation. J. King Saud Univ. Comput. Inf. Sci. 35 (6) (2023)
Nuno Bento, Joana Rebelo, André V. Carreiro, François Ravache, Marília Barandas
Exploring Regularization Methods for Domain Generalization in Accelerometer-Based Human Activity Recognition. Sensors 23 (14) (2023)
Pedro Madeira, André V. Carreiro, Alex Gaudio, Luís Rosado, Filipe Soares, Asim Smailagic
ZEBRA: Explaining rare cases through outlying interpretable concepts. CVPR Workshops (2023)
Margarida Antunes, Duarte Folgado, Marília Barandas, André V. Carreiro, Carla Quintão, Mamede de Carvalho, Hugo Gamboa
A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diagnosis on surface electromyography. Biomed. Signal Process. Control. 79 (Part) (2023)
Nuno Bento, Joana Rebelo, Marília Barandas, André V. Carreiro, Andrea Campagner, Federico Cabitza, Hugo Gamboa
Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition. Sensors 22 (19) (2022)
Pedro Matias, João Costa, André V. Carreiro, Hugo Gamboa, Inês Sousa, Pedro Gómez, Joana Sousa, Nuno Neuparth, Pedro Carreiro-Martins, Filipe Soares
Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline. IEEE Access 10 (2022)
Ricardo Leonardo, João Gonçalves, André V. Carreiro, Beatriz Simões, Tiago Oliveira, Filipe Soares
Impact of Generative Modeling for Fundus Image Augmentation With Improved and Degraded Quality in the Classification of Glaucoma. IEEE Access 10 (2022)
Maria Lua Nunes, Duarte Folgado, Carlos Fujão, Luís Silva, João Rodrigues, Pedro Matias, Marília Barandas, André V. Carreiro, Sara C. Madeira, Hugo Gamboa
Posture Risk Assessment in an Automotive Assembly Line Using Inertial Sensors. IEEE Access 10 (2022)
Pedro Matias, Duarte Folgado, Hugo Gamboa, André V. Carreiro
Robust Anomaly Detection in Time Series through Variational AutoEncoders and a Local Similarity Score. BIOSIGNALS (2021)
João Costa, Inês Lopes, André V. Carreiro, David Ribeiro, Carlos Soares
Fraunhofer AICOS at CLEF eHealth 2020 Task 1: Clinical Code Extraction From Textual Data Using Fine-Tuned BERT Models. CLEF (Working Notes) (2020)
Letícia Fernandes, Sara Santos, Marília Barandas, Duarte Folgado, Ricardo Leonardo, Ricardo Santos, André V. Carreiro, Hugo Gamboa
An Infrastructure-Free Magnetic-Based Indoor Positioning System with Deep Learning. Sensors 20 (22) (2020)
Angela Pimentel, André V. Carreiro, Rogério T. Ribeiro, Hugo Gamboa
Screening diabetes mellitus 2 based on electronic health records using temporal features. Health Informatics J. 24 (2) (2018)