PT Unknown AU Pierluigi Casale Oriol Pujol Petia Radeva TI Classyfing Agitation in Sedated ICU Patients BT Medical Image Computing in Catalunya: Graduate Student Workshop PY 2010 BP 19–20 AB Agitation is a serious problem in sedated intensive care unit (ICU) patients. In this work, standard machine learning techniques working on wearable accelerometer data have been used to classifying agitation levels achieving very good classification performances. ER