The invention discloses an AIDS
treatment compliance intelligent image monitoring and intervention
system and method, and belongs to the technical field of
artificial intelligence and
image processing, and the
system comprises an image collection module, an image preprocessing module, a
feature extraction module, an
image sequence modeling module, a compliance evaluation module, a reminding strategy module and a notification execution module. The core innovation of the
system lies in the
image sequence modeling module, the module maps continuously collected
medicine images to Riemannian manifold to form a
medicine taking behavior track, accurate judgment of the
medicine taking behavior is achieved through geodesic distance calculation and curvature
tensor analysis, and the system particularly has outstanding advantages in the aspect of identifying false medicine taking behaviors, and has good application prospects. The medicine taking
behavior recognition accuracy is improved to 93.1%, the false medicine taking behavior
detection rate reaches 95.4%, and clinical application proves that the
treatment compliance of
AIDS patients can be improved to 91.6% from 72.3% by using the system, the
treatment effect is remarkably improved, and the development of
drug resistance is reduced.