The invention discloses a real-
time pressure capacity monitoring and precise catheterization method and
system for a neurogenic bladder, and belongs to the field of
medical health, and the method comprises the steps: collecting
bladder pressure data in real time through a wearable sensor, and carrying out filtering
processing to obtain a clean pressure sequence;
time sequence features are extracted, and a future pressure evolution path is predicted by adopting a long-short-
term memory network; when the predicted path exceeds a safety threshold value, an intervention
signal is generated, and individual difference historical data is fused to determine a personalized catheterization opportunity; and finally, outputting a catheterization prompt matched with the scene according to the activity state of the patient. The
system correspondingly comprises a
data acquisition module, a filtering
processing module, a
feature extraction module, a
trend prediction module, an early warning judgment module, an opportunity determination module, a trigger sequence generation module and a reminding output module. According to the invention,
continuous dynamic monitoring and accurate prediction of the bladder state are realized, individualized and scenarized
urinary catheterization intervention prompts can be provided, and the safety and timeliness of neurogenic bladder management are effectively improved.