Marta Priscila Fernandes
Marta Priscila Fernandes
Researcher
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Clinical decision support systems for triage in the emergency department using intelligent systems: a review
M Fernandes, SM Vieira, F Leite, C Palos, S Finkelstein, JMC Sousa
Artificial intelligence in medicine 102, 101762, 2020
182020
Multimodeling for the prediction of patient readmissions in intensive care units
MPB Fernandes, CF Silva, SM Vieira, JMC Sousa
2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1837-1842, 2014
142014
Analysis of residential natural gas consumers using fuzzy c-means clustering
MP Fernandes, JL Viegas, SM Vieira, JM Sousa
2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1484-1491, 2016
132016
Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing
M Fernandes, R Mendes, SM Vieira, F Leite, C Palos, A Johnson, ...
PloS one 15 (3), e0229331, 2020
82020
Clinical decision support tool for Co-management signalling
AB Horta, C Salgado, M Fernandes, S Vieira, JM Sousa, AL Papoila, ...
International journal of medical informatics 113, 56-62, 2018
82018
Segmentation of residential gas consumers using clustering analysis
MP Fernandes, JL Viegas, SM Vieira, J Sousa
Energies 10 (12), 2047, 2017
72017
Multistage modeling for the classification of numerical and categorical datasets
CM Salgado, MP Fernandes, A Horta, M Xavier, JMC Sousa, SM Vieira
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
52017
Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing
M Fernandes, R Mendes, SM Vieira, F Leite, C Palos, A Johnson, ...
PloS one 15 (4), e0230876, 2020
42020
Seasonal clustering of residential natural gas consumers
MP Fernandes, JL Viegas, SM Vieira, JMC Sousa
International Conference on Information Processing and Management of …, 2016
42016
Machine learning models with preoperative risk factors and intraoperative hypotension parameters predict mortality after cardiac surgery
MPB Fernandes, MA de la Hoz, V Rangasamy, B Subramaniam
Journal of Cardiothoracic and Vascular Anesthesia 35 (3), 857-865, 2021
32021
Short-term prediction in an Oscillating Water Column using Artificial Neural Networks
MP Fernandes, SM Vieira, JCC Henriques, D Valério, LMC Gato
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
12018
Classification of the Disposition of Patients Hospitalized with COVID-19: Reading Discharge Summaries Using Natural Language Processing
M Fernandes, H Sun, A Jain, HS Alabsi, LN Brenner, E Ye, W Ge, ...
JMIR medical informatics 9 (2), e25457, 2021
2021
755: MAKING COMPUTERS READ ICU DISCHARGE SUMMARIES: DISCHARGE DISPOSITION AND NEUROLOGIC OUTCOMES VIA NLP
M Fernandes, M Tabaeizadeh, HA Nour, M Shoukat, F Javed, S Kassa, ...
Critical Care Medicine 48 (1), 358, 2020
2020
Data based modeling of a large scale water delivery system
M Fernandes, P Oliveira, S Vieira, L Mendonça, JL Nabais, MA Botto
CONTROLO 2016, 275-284, 2017
2017
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Artículos 1–14