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 · 412 citations · Full text

Veterinary Medicine, Infectious Diseases, Internal Medicine +16

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 · 298 citations

Computing, Biostatistics, Feature Engineering +15

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

Susana M. Vieira, Uzay Kaymak, João M. C. Sousa · 2010 · 289 citations

Computing, Computer Science, Feature Engineering +12

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

Federico Cismondi, André S. Fialho, Susana M. Vieira et al. · Artificial Intelligence in Medicine · 2013 · 210 citations

Computing, Biomedical Informatics, Health Informatics +12

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 · 132 citations · Full text

Architecture, Architectural Design, Building Science +13