Abstract: A status value prediction device according to an embodiment includes a pattern extractor configured to extract at least one target message transfer pattern on basis of a message transferred between at least two or more of a plurality of service modules, a first trainer configured to generate a first variation prediction model for each of at least one target status value through training on basis of the at least one target message transfer pattern and the at least one target status value, and a second trainer configured to select at least one target event from among a plurality of events, and generate a second variation prediction model for each of the at least one target status value by additionally training the first variation prediction model.

Abstract: An apparatus and method for performing dual modality SPECT/MRI imaging on an object in combination with a whole-body MRI system includes a collimated nuclear radiation detector for receiving radiation from the object, and a radiofrequency MRI coil enveloping the object and interfaced with the collimated nuclear radiation detector. The MRI coil and collimated detector are arranged and configured for disposition within the whole-body MRI system.