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

Claim 1:
2. The method as claimed in claim 1, further comprising:
sequentially inputting the acquired respiration signals as training samples to train a further neural network such that an output of the further neural network provides an expiration amplitude peak value of a respiration period where an inputted respiration signal is located to obtain an expiration peak value predictive model,
wherein a rising amplitude stage of a respiration signal in each respiration period of the training samples is expiration, and
wherein predicting, in real time, the amplitude peak value associated with the expiration signal for the current respiration period comprises inputting the subsequent respiration signal associated with the acquisition subject into the expiration peak value predictive model, an output of the expiration peak value predictive model being an expiration amplitude peak value of the respiration period at which the subsequently inputted respiration signal is located, and
wherein the subsequent respiration signal associated with the acquisition subject is such that a rising amplitude stage of the subsequent respiration signal during each respiration period is expiration.