Our results show that machine learning applied to minimal clinical records of patients diagnosed with sepsis, containing only age, sex, and number of septic episode, is sufficient to predict the survival outcome of the patients themselves. Most of our machine learning methods, in fact, were capabl...
All pre- and post-operative patient records, operative notes, radiologic studies, and laboratory results were reviewed. Study data were collected and managed using the Research Electronic Data Capture (REDCap) tool (Vanderbilt University, Nashville, TN) [24]. Differences between groups were estimated...