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Probabilistic Detection of Short Events, with Application to Critical Care Monitoring

Manley, Geoffrey; Cohen, Mitchell; Staudenmayer, Kristan; Morabito, Diane; Madden, Michael G.; Russell, Stuart; Aleks, Norm (2008)

We describe an application of probabilistic modeling and inference technology to the problem of analyzing sensor data in the setting of an intensive care unit (ICU). In particular, we consider the arterial-line blood ...

Probabilistic Modeling of Sensor Artifacts in Critical Care

Manley, Geoffrey; Staudenmayer, Kristan; Cohen, Mitchell; Madden, Michael G.; Morabito, Diane; Aleks, Norm; Russell, Stuart (2008)

We describe an application of probabilistic modeling and inference technology to the problem of analyzing sensor data in the setting of an intensive care unit (ICU). In particular, we consider the arterial-line blood ...