https://www.selleckchem.com/pr....oducts/gsk2334470.ht
ratory distress syndrome and to facilitate best-care delivery and clinical research in acute respiratory distress syndrome.To evaluate whether different approaches in note text preparation (known as preprocessing) can impact machine learning model performance in the case of mortality prediction ICU. Clinical note text was used to build machine learning models for adults admitted to the ICU. Preprocessing strategies studied were none (raw text), cleaning text, stemming, term frequency-inverse document frequency vectorization, and crea