Predicting Mortality of ICU Patients: The PhysioNet/Computing in Cardiology Challenge 2012 1.0.0
(710 bytes)
function [X,header] = pnBaseFeatures(data,header)
%=== Extract features of interest across multiple fields
[fields,non_temp_fields] = pnDataDescriptions;
fields = fields(:,1); non_temp_fields = non_temp_fields(:,1);
extractFcns = {'pnFirstValue','pnLastValue','pnLowestValue',...
'pnHighestValue','pnMedianValue','pnNumRecordings'};
[ data_used ] = pnExtractFeatures(data,extractFcns,fields);
%=== Repeat for non-temporal features (1 value)
[ tmpData ] = pnExtractFeatures(data,{'pnFirstValue'},non_temp_fields);
data_used = pnImputeField(data_used,tmpData);
%=== Extract first data point to X (each label only contains 1 value)
[X,header] = pnExtractDataFinal(data_used,'first',[0 2880]);
end