Systems and methods for medical device and therapy modeling
By constructing individual-specific digital twin models, integrating multiple data sources, and simulating individual responses, the problem of isolated and fragmented data in the healthcare system is solved, enabling optimized personalized treatment and efficient healthcare.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- MEDTRONIC INC
- Filing Date
- 2024-12-23
- Publication Date
- 2026-07-17
AI Technical Summary
Existing healthcare systems struggle to effectively utilize individual health data to create accurate and comprehensive physiological models, resulting in an inability to provide personalized, optimized treatment plans. Furthermore, the isolation and fragmentation of different data sources and the lack of interoperability increase the challenges of data integration and analysis.
By constructing individual-specific digital twin models, integrating multiple data sources, and utilizing advanced data aggregation and modeling algorithms, dynamic and multifaceted digital twin models are generated to simulate an individual's response to different stimuli or treatments and optimize treatment parameters.
Significant technological advancements have been achieved in personalized medicine, enabling customized care plans for each patient, improving healthcare efficiency, reducing trial-and-error in treatment choices, and improving patient outcomes.
Smart Images
Figure CN122422945A_ABST