Patent ID: 11883211
Assignee: SIEMENS HEALTHCARE LIMITED
Field: Medical technology (Instruments)
Classification: CPC A | IPC A

Claim 8:
9. The apparatus as claimed in claim 8, further comprising:
respiration signal predictive model establishing circuitry configured to:
sequentially input the acquired respiration signals as training samples to train a further neural network such that an output of the further neural network provides the further respiration signal at the next sampling point of an inputted respiration signal to obtain a respiration signal predictive model,
wherein a rising amplitude stage of the respiration signal in each respiration period of the training samples is expiration; and
input the subsequent respiration signal associated with the acquisition subject into the respiration signal predictive model to provide an output of the respiration signal predictive model as the further subsequent respiration signal at the next sampling point of the subsequently inputted respiration signal, and
wherein the subsequent respiration signal of the acquisition subject is such that a rising amplitude stage of the subsequent respiration signal in each respiration period is expiration.