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ORCIDAndré V. Carreiro
Person information
- affiliation: Fraunhofer Portugal, Lisbon, Portugal
- affiliation (PhD 2016): University of Lisbon, Instituto Superior Técnico / INESC-ID, Portugal
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2020 – today
- 2024
[j15]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: 106141 (2024)- [j14]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: 105307 (2024) - [i1]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 abs/2406.00062 (2024) - 2023
- [j13]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): 104011 (2023) - [j12]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): 125 (2023) - [j11]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): 101562 (2023) - [j10]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): 6511 (2023) - [c6]Ricardo Cebola, Duarte Folgado, André V. Carreiro, Hugo Gamboa:
Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis. BIOSIGNALS 2023: 74-85 - [c5]Pedro Madeira, André V. Carreiro, Alex Gaudio, Luís Rosado, Filipe Soares, Asim Smailagic:
ZEBRA: Explaining rare cases through outlying interpretable concepts. CVPR Workshops 2023: 3782-3788 - 2022
- [j9]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: 83221-83235 (2022) - [j8]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: 105149-105168 (2022) - [j7]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: 111636-111649 (2022) - [j6]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): 7324 (2022) - 2021
- [c4]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: 91-102 - 2020
- [j5]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): 6664 (2020) - [c3]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
2010 – 2019
- 2018
- [j4]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): 194-205 (2018) - 2015
- [j3]André Valério Carreiro, Pedro M. T. Amaral, Susana Pinto, Pedro Tomás, Mamede de Carvalho, Sara C. Madeira:
Prognostic models based on patient snapshots and time windows: Predicting disease progression to assisted ventilation in Amyotrophic Lateral Sclerosis. J. Biomed. Informatics 58: 133-144 (2015) - 2012
- [j2]André Valério Carreiro, Artur J. Ferreira, Mário A. T. Figueiredo, Sara Cordeiro Madeira:
Towards a Classification Approach using Meta-Biclustering: Impact of Discretization in the Analysis of Expression Time Series. J. Integr. Bioinform. 9(3) (2012) - [c2]André Valério Carreiro, Artur J. Ferreira, Mário A. T. Figueiredo, Sara C. Madeira:
Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters. PACBB 2012: 11-20 - 2011
- [j1]André Valério Carreiro, Orlando Anunciação, João André Carriço, Sara Cordeiro Madeira:
Prognostic Prediction through Biclustering-Based Classification of Clinical Gene Expression Time Series. J. Integr. Bioinform. 8(3) (2011) - [c1]André Valério Carreiro, Orlando Anunciação, João A. Carriço, Sara C. Madeira:
Biclustering-Based Classification of Clinical Expression Time Series: A Case Study in Patients with Multiple Sclerosis. PACBB 2011: 229-239
Coauthor Index
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last updated on 2024-08-05 20:26 CEST by the dblp team
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