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 | 191 | 2020 |
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 | 62 | 2020 |
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 | 33 | 2020 |
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 | 26 | 2021 |
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 | 18 | 2016 |
Segmentation of residential gas consumers using clustering analysis MP Fernandes, JL Viegas, SM Vieira, JMC Sousa Energies 10 (12), 2047, 2017 | 17 | 2017 |
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 | 17 | 2014 |
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 | 15 | 2021 |
Development of expert-level classification of seizures and rhythmic and periodic patterns during eeg interpretation J Jing, W Ge, S Hong, MB Fernandes, Z Lin, C Yang, S An, AF Struck, ... Neurology 100 (17), e1750-e1762, 2023 | 13 | 2023 |
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 | 11 | 2018 |
Interrater reliability of expert electroencephalographers identifying seizures and rhythmic and periodic patterns in EEGs J Jing, W Ge, AF Struck, MB Fernandes, S Hong, S An, S Fatima, ... Neurology 100 (17), e1737-e1749, 2023 | 10 | 2023 |
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 | 9 | 2017 |
Classification of neurologic outcomes from medical notes using natural language processing MB Fernandes, N Valizadeh, HS Alabsi, SA Quadri, RA Tesh, AA Bucklin, ... Expert systems with applications 214, 119171, 2023 | 8 | 2023 |
Identification of patients with epilepsy using automated electronic health records phenotyping M Fernandes, A Cardall, J Jing, W Ge, LMVR Moura, C Jacobs, ... Epilepsia 64 (6), 1472-1481, 2023 | 5 | 2023 |
Identifying patients with delirium based on unstructured clinical notes: observational study W Ge, H Alabsi, A Jain, E Ye, H Sun, M Fernandes, C Magdamo, RA Tesh, ... JMIR Formative Research 6 (6), e33834, 2022 | 5 | 2022 |
Seasonal clustering of residential natural gas consumers MP Fernandes, JL Viegas, SM Vieira, JMC Sousa Information Processing and Management of Uncertainty in Knowledge-Based …, 2016 | 4 | 2016 |
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 | 3 | 2018 |
A replicable, open-source, data integration method to support national practice-based research & quality improvement systems M Fernandes, MA Donahue, D Hoch, S Cash, S Zafar, C Jacobs, ... Epilepsy research 186, 107013, 2022 | 2 | 2022 |
Assessing risk of health outcomes from brain activity in sleep: a retrospective cohort study H Sun, N Adra, MA Ayub, W Ganglberger, E Ye, M Fernandes, L Paixao, ... Neurology: Clinical Practice 14 (1), e200225, 2024 | 1 | 2024 |
A Machine Learning Approach for Identifying People with Neuroinfectious Diseases in Electronic Health Records (P2-13.001) A Singh, M Fernandes, H Sun, C Quinn, G Harrold, R Gillani, S Turbett, ... Neurology 102 (17_supplement_1), 2864, 2024 | | 2024 |