The invention discloses a cardiac sound
diagnostic system based on a depth confidence network and a diagnostic method of the cardiac sound
diagnostic system. The cardiac sound
diagnostic system comprises a cardiac sound diagnostic terminal, a
network interface module, a
database module, a data analyzing module, and a
data management module; the
data management module is connected with the
database module, the data analyzing module and the
network interface module at the same time, and the
database is connected with the data analyzing module at the same time; the
network interface module is in signaling connection with the cardiac sound diagnostic terminal. The diagnostic method is based on a depth confidence
network model consisting of
restricted Boltzmann machine layering; the diagnostic method comprises the steps: using a patient's cardiac
sound file database; training the established depth confidence network by using a layer-by-layer
greedy algorithm; inputting the cardiac sound
signal to be diagnosed to the depth confidence
network model after training; obtaining the final diagnostic result at an output layer and returning to the cardiac sound diagnostic terminal. The cardiac sound diagnostic
system based on the depth confidence network and the diagnostic method can realize the
remote diagnosis of patient's cardiac sound signals; the operation is convenient and simple, the
diagnostic accuracy is high, the cost is low; besides, the device is convenient to maintain and
upgrade.