Susana M. Vieira

The epidemiology of sepsis in Brazilian intensive care units (the Sepsis PREvalence Assessment Database, SPREAD): an observational study

Flávia Ribeiro Machado, Alexandre Biasi Cavalcanti, Fernando A. Bozza et al. · The Lancet Infectious Diseases · 2017 · 401 citations · Full text

Infectious Disease Epidemiology, Acute Care, Clinical Epidemiology +8

Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients

Susana M. Vieira, L.F. Mendonça, Gonçalo J. Farinha et al. · Applied Soft Computing · 2013 · 297 citations

Data Classification, Support Vector Machine, Classification Method +13

Cohen's kappa coefficient as a performance measure for feature selection

Susana M. Vieira, Uzay Kaymak, João M. C. Sousa · 2010 · 271 citations

Engineering, Machine Learning, Feature Selection +19

Missing data in medical databases: Impute, delete or classify?

Federico Cismondi, André S. Fialho, Susana M. Vieira et al. · Artificial Intelligence in Medicine · 2013 · 206 citations

Clinical Database, Diagnosis, Medical Databases +5

Early Stage Design Decisions: The Way to Achieve Sustainable Buildings at Lower Costs

L. Bragança, Susana M. Vieira, Joana B. Andrade · The Scientific World JOURNAL · 2014 · 129 citations · Full text

Engineering, Performance-based Building Design, Green Building +17