Federico Cismondi

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

Reducing unnecessary lab testing in the ICU with artificial intelligence

Federico Cismondi, Leo Celi, André S. Fialho et al. · International Journal of Medical Informatics · 2012 · 97 citations

Artificial Intelligence, Engineering, Machine Learning +12

Data mining using clinical physiology at discharge to predict ICU readmissions

André S. Fialho, Federico Cismondi, Susana M. Vieira et al. · Expert Systems with Applications · 2012 · 97 citations

Clinical Physiology, Clinical Data, Data Mining +10

The effect of age and clinical circumstances on the outcome of red blood cell transfusion in critically ill patients

André Dejam, Brian Malley, Mengling Feng et al. · Critical Care · 2014 · 27 citations · Full text

Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data

Federico Cismondi, André S. Fialho, Susana M. Vieira et al. · 2011 · 26 citations

Engineering, Data Science, Data Mining +11