Signal Data

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Data Description

Various types of signal data has been included in the SICDb dataset. Signal data is saved in data_float_h table, value reference is found in d_references.

Important note: Data stored in data_float_h is aggregated hourly data.

Predefined Fields (RooDataServer)

Generic Signal
Name Description Comment Type
SignalCountHours Amount of hours where selected signal data is available O D
SignalAvg Average signal value of selected signal O D
SignalMin Minimum hourly average signal value of selected signal O D
SignalMax Maximum hourly average signal value of selected signal O D
SignalHoursUnderX Amount of hours, where the average signal value is under X O D
SignalHoursOverX Amount of hours, where the average signal value is >= X O D
SignalHoursBetweenXY Amount of hours, where the average signal value is >=Min and <Max O D
SignalStd Standard deviation of average hourly values of selected signal O D


Contains hourly float data associated with a case. If more (minute) data is available, data was aggregated and the corresponding values are stored in rawdata field. Refer to Deserialize Raw Data for more information. Metavision does, in database, not differentiate between qualitative (i.e. blood pressure) and quantitative (i.e. drainage volume) data, this was done programatically saving the sum instead of average. The field cnt indicates the amount of values aggregated.

data_float_h.csv.gz
Name Type Description Comment
CaseID Integer Case identifier
DataID Reference
Offset Integer Time in seconds after admission
Val Float Value The unit (if applicable) is found in d_references where data_float_h.DataID is associated to d_references.ReferenceGlobalID
cnt Integer Amount of values aggregated
rawdata Blob List of 60 floats containing raw data Due to excessive storage needs minute values have been aggregated.