Tag: Healthcare
Healthcare & Life Sciences – Federated, Regulation-Ready AI
•
Deploy diagnostic, triage, and research models inside hospital networks – no raw PHI ever leaves. AL360° delivers automated EU AI Act high-risk checks, MDR alignment, and immutable audit trails while orchestrating federated learning across sites. Faster approvals, lower breach risk, zero data egress. AI Opportunities and Compliance Challenges in Healthcare…
End-to-End Prototype using AffectLog’s Privacy-Preserving Mental Health Digital Twin Platform
•
Introduction Integrating personal health data with clinical records can greatly improve the prediction and management of mental health conditions. In this prototype, we design a privacy-preserving mental health digital twin platform that unifies data from iPhone sensors, doctor’s notes, and electronic health records (EHR) to create a dynamic digital representation…
Federated Learning within the Hospital Network: How AffectLog sets a New Standard in Secure Data Aggregation for the Mental Health Monitoring of the Frontline Health workers
•
In today’s data-driven landscape, healthcare data is a treasure trove of insights waiting to be unlocked—especially for large hospital networks. From predictive analytics in oncology to AI-based radiology, the potential for machine learning (ML) to enhance patient care is immense. Yet concerns around data privacy, complex regulatory requirements, and the…
