This invention relates to the field of
cognitive health companionship technology, specifically to a multimodal companionship
system for patients with
cognitive impairment based on AI technology. The invention receives memory materials from a family member's terminal, constructs an interactive virtual scene, configures guiding questions, records the patient's answers to all guiding questions, sets the initial difficulty level of
cognitive training based on an assessed memory recall integrity
score, and collects performance data after the patient completes
cognitive training tasks to determine if the initial difficulty level needs adjustment. This achieves precise matching of
cognitive training difficulty to the patient's current
cognitive level. Simultaneously, based on the performance data of cognitive training tasks within a subsequently set
training period, a cognitive ability report is generated and compared with historical cognitive ability reports in multiple dimensions to assess the patient's cognitive ability improvement. This reflects the dynamic changes and improvement trajectory of the patient's cognitive ability, effectively improving the targeting and effectiveness of cognitive training.