A
computer device for
processing cardiac signals comprises: - a data storage (114) arranged to receive input data sets each comprising a plurality of
P wave segments each associated with an electrocardiogram track and with an
acquisition time window, and a plurality of
coronary sinus signals associated with the same
acquisition time window and having one or more activation sequence, - an input module comprising a plurality of classifiers, each associated with a respective
atrial tachycardia class and arranged to receive an input
data set, and to return a value indicating the probability that the input
data set indicates an
atrial tachycardia which belongs to the associated
atrial tachycardia class, each classifier being further associated with a respective
confusion matrix, said atrial
tachycardia classes being arranged into a hierarchy made of
layers each comprising one more node, each node of a given layer being connected to at least one other node in the hierarchy, only part in the layer immediately above and / or in the layer immediately below said given layer in said hierarchy, - a Bayesian engine comprising a
prevalence matrix for pair of classifiers which atrial
tachycardia classes are connected in said atrial
tachycardia class hierarchy, arranged to receive a set of assessments comprising an atrial tachycardia class probability for each classifier, and to process said set of assessments according to the
confusion matrices associated with the classifiers and according to said
prevalence matrices in order to determine an updated set of assessments which maximizes the expression (I), where Z i are the updated set of assessments values, Y i are the set of assessments, YC i represents the states of the child nodes of the classifier associated with Y i in said atrial tachycardia
class hierarchy, and N is the total number of classifiers, said device being arranged to receive an input
data set, to process it with the input module, to derive therefrom a set of assessments provided to said Bayesian engine, and to return one or more atrial tachycardia information derived from said updated set of assessments.