| Missing data CM Salgado, C Azevedo, H Proença, SM Vieira Secondary analysis of electronic health records, 143-162, 2016 | 151 | 2016 |
| Noise versus outliers MITC Data, CM Salgado, C Azevedo, H Proença, SM Vieira Secondary analysis of electronic health records, 163-183, 2016 | 113 | 2016 |
| Takagi–Sugeno fuzzy modeling using mixed fuzzy clustering CM Salgado, JL Viegas, CS Azevedo, MC Ferreira, SM Vieira, ... IEEE Transactions on Fuzzy Systems 25 (6), 1417-1429, 2016 | 49 | 2016 |
| Ensemble fuzzy models in personalized medicine: Application to vasopressors administration CM Salgado, SM Vieira, LF Mendonça, S Finkelstein, JMC Sousa Engineering Applications of Artificial Intelligence 49, 141-148, 2016 | 37 | 2016 |
| Predicting ICU readmissions based on bedside medical text notes S Curto, JP Carvalho, C Salgado, SM Vieira, JMC Sousa 2016 IEEE international conference on fuzzy systems (FUZZ-IEEE), 2144-a-2151-h, 2016 | 28 | 2016 |
| Daily prediction of ICU readmissions using feature engineering and ensemble fuzzy modeling R Viegas, CM Salgado, S Curto, JP Carvalho, SM Vieira, SN Finkelstein Expert Systems with Applications 79, 244-253, 2017 | 26 | 2017 |
| Mixed fuzzy clustering for misaligned time series CM Salgado, MC Ferreira, SM Vieira IEEE Transactions on Fuzzy Systems 25 (6), 1777-1794, 2016 | 23 | 2016 |
| Fuzzy modeling to predict severely depressed left ventricular ejection fraction following admission to the intensive care unit using clinical physiology RDMA Pereira, CM Salgado, A Dejam, SR Reti, SM Vieira, JMC Sousa, ... The Scientific World Journal 2015 (1), 212703, 2015 | 17 | 2015 |
| 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 | 16 | 2018 |
| Fuzzy modeling based on mixed fuzzy clustering for health care applications MC Ferreira, CM Salgado, JL Viegas, H Schäfer, CS Azevedo, SM Vieira, ... 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-5, 2015 | 13 | 2015 |
| Circadian rhythm in critically ill patients: insights from the eICU Database SE Beyer, C Salgado, I Garçao, LA Celi, S Vieira Cardiovascular Digital Health Journal 2 (2), 118-125, 2021 | 12 | 2021 |
| 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 | 10 | 2017 |
| Secondary Analysis of Electronic Health Records: Missing Data CM Salgado, C Azevedo, H Proença, SM Vieira Cham (CH). isbn: 9783319437408. doi 10, 978-3, 2016 | 8 | 2016 |
| Ensemble fuzzy classifiers design using weighted aggregation criteria CM Salgado, CS Azevedo, J Garibaldi, SM Vieira 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-5, 2015 | 8 | 2015 |
| Fuzzy modeling for predicting patient survival rate in icu with aki AD Silva, CC Correia, CM Salgado, S Finkelstein, LM Celi, JMC Sousa, ... 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2018 | 7 | 2018 |
| Fuzzy modeling to predict short and long-term mortality among patients with acute kidney injury VS Cunha, CM Salgado, SM Vieira, JMC Sousa 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 148-153, 2016 | 7 | 2016 |
| Common pathophysiological mechanism of chronic kidney disease: therapeutic perspective JM Novoa, CM Salgado, AB Pena, FJ Hernandez Pharmacology & Therapeutics 128, 61-81, 2010 | 6 | 2010 |
| Machine learning for patient stratification and classification part 2: unsupervised learning with clustering CM Salgado, SM Vieira Leveraging data science for global health, 151-168, 2020 | 3 | 2020 |
| Machine learning for patient stratification and classification part 3: Supervised learning CM Salgado, SM Vieira Leveraging Data Science for Global Health, 169-198, 2020 | 3 | 2020 |
| Short-term prediction of low kidney function in ICU patients R Pacheco, CM Salgado, R Deliberato, LA Celi, SM Vieira 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-5, 2017 | 3 | 2017 |
Susana VieiraDepartamento de Engenharia Mecânica, Instituto Superior Técnico, Universidade de Lisboa, Portugal.Verified email at tecnico.ulisboa.pt
