Artificial Intelligence
DIGITAL INNOVATION AND TECHNOLOGIES
AI for Predictive, Precise, and Personalized Healthcare.
Gpi4AI offers advanced technology accelerators based on Artificial Intelligence, designed to enhance healthcare systems by improving diagnosis, planning, and management of critical situations for a more efficient and coordinated healthcare experience.
Gpi4AI_Diagnosys
Deep Learning algorithms that recognize signs of pathology from voice and images to assist physicians during the diagnostic phase and anticipate emergencies.
APPLICATIONS
- Cardiovascular Diseases: heart failure, post-heart attack monitoring.
- Neurodegenerative Diseases: Parkinson’s disease, dementias.
- Emotional Health: burnout, depression.
ADVANTAGES
- Advanced Diagnostic Support to improve accuracy and reduce the risk of errors.
- Early Recognition to increase the likelihood of rapid and effective interventions.
- Integrated within the Pohema Telemedicine platform, certified as a Class IIa Medical Device.
Gpi4AI_Decision
Bayesian Networks that ensure accurate probabilistic simulations in complex scenarios.
APPLICATIONS
- Optimization of Waiting Lists: A specialized probabilistic model for Gpi’s CUP (Centralized Booking Service).
- Health Demand Forecasting: Extensive scenario simulations using open data.
ADVANTAGES
- Advanced Decision Support for data-driven governance based on realistic and precise models.
- Enhanced Operational Efficiency to improve planning and management of healthcare systems.
- Can be integrated into any existing platform, adapting to the specific needs of the context in which it is applied.
Gpi4AI_Predictive
Machine Learning regressor for managing emergencies from a One Health perspective.
APPLICATIONS
- Forecasting Emergency Room Access Rates and hospitalization combined with data on air pollution and meteorological conditions.
ADVANTAGES
- Immediate Visualization of Predictions on customized monitoring dashboards.
- Accuracy and Timeliness: Predictive accuracy of approximately 90% at 12, 24, and 36 hours.
- Scalable Implementation: Successfully tested in an area of over 8,000 Italian municipalities.
- Can be integrated with any management system, requiring no structural modifications.
Gpi4AI_Generative
Total Control LLM applications for Virtual Assistants providing immediate and reliable responses.
APPLICATIONS
- Help Desk Support: Reducing the time taken to manage requests and critical situations.
- Medical Practice Support: Comprehensive information based on the latest documentation.
- Support for Semantic Management of Knowledge Bases.
ADVANTAGES
- Continuous Access to Information: Reduces workload and supports management of complex situations.
- Dynamic Knowledge Base: Constantly updated with documentation and handled requests.
- Privacy and Security: Proprietary data, not shared externally.
- Customizable according to corporate guidelines and specific needs.
- Easy integration with other applications and business platforms.
