Cátia Salgado
Cátia Salgado
IDMEC, Instituto Superior Técnico, Universidade de Lisboa, Portugal
Verified email at alumni.uminho.pt
TitleCited byYear
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
192016
Fuzzy modeling to predict severely depressed left ventricular ejection fraction following admission to the intensive care unit using clinical physiology
RD Pereira, CM Salgado, A Dejam, SR Reti, SM Vieira, J Sousa, LA Celi, ...
The Scientific World Journal 2015, 2015
102015
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
72016
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
72016
Noise versus outliers
CM Salgado, C Azevedo, H Proença, SM Vieira
Secondary Analysis of Electronic Health Records, 163-183, 2016
72016
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
62015
Common Pathophysiological Mechanisms of Chronic Kidney Disease: Therapeutic Pehospitalpectives
JML Novoa, CM Salgado, ABR Pena, FJL Hernandez
Pharmacology & Therapeutics 128, 61-81, 2010
62010
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
52017
Missing data
CM Salgado, C Azevedo, H Proença, SM Vieira
Secondary Analysis of Electronic Health Records, 143-162, 2016
42016
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
42015
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
22016
Mixed fuzzy clustering for deriving predictive models in intensive care units
CM Salgado, SM Vieira, JMC Sousa
Operations Research Applications in Health Care Management, 81-99, 2018
12018
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
12017
Mixed Fuzzy Clustering for Misaligned Time Series
CM Salgado, MC Ferreira, SM Vieira
IEEE Transactions on Fuzzy Systems 25 (6), 1777-1794, 2016
12016
Tracking people and equipment simulation inside healthcare units
C Salgado, L Cardoso, P Gonçalves, A Abelha, J Machado
Ambient Intelligence-Software and Applications, 9-16, 2013
12013
128
S Beyer, C Salgado, S Vieira, S Finkelstein, L Celi
Critical Care Medicine 47 (1), 2019
2019
128: Association Between Circadian Variation And Survival In Critically Ill Patients
S Beyer, C Salgado, S Vieira, S Finkelstein, LA Celi
Critical Care Medicine 47 (1), 47, 2019
2019
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
2018
Fuzzy classification of bariatric post-surgery effectiveness
A Arévalo, R Pacheco, CM Salgado, S van Loon, AK Boer, SM Vieira, ...
2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2018
2018
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
2018
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