A novel framework for the design and operation of AI applications in computing continua



Research Group:

Workflows and Distributed Computing


Daniele Lezzi, Davide Cirillo



OneCareAI goes beyond supporting AI applications development by enabling the seamless design and partition of AI applications among the plethora of cloud-based solutions and AI-based sensor devices, providing security and privacy guarantees.

Type of asset:



Computer Sciences


AI for brain stroke detection.


Technological framework intended to support the implementation of software applications for stroke care based on edge-cloud computing and AI and wearable devices.

Aplication areas:

Powered by personalized AI models, our technology not only matches individual patient needs but also empowers stroke prevention efforts, serving as a valuable resource for medical professionals and caregivers to facilitate tailored treatment plans.


A solution groundbreaking customizable framework integrating AI, edge-cloud computing, and wearable devices to serve various stroke care scenarios. This innovative framework enables continuous monitoring of vital signs, detecting subtle changes and enabling early intervention, thus reducing the severity of strokes. Crucially, our solution promotes accessibility, making advanced stroke prevention technology available globally, including in remote areas, thereby democratizing quality healthcare. Beyond these immediate benefits, our approach aligns with the United Nations’ Sustainable Development Goals (SDG), specifically SDG3 (Good health and well-being) by ensuring healthy lives and promoting well-being for all, SDG5 (Gender equality) and SDG9 (Reduced inequalities) by focusing on equitable healthcare solutions for men and women.


In process

Target market:

Producers of smart devices (smart watches, smartphones, etc.), cardiologists, telemedicine operators.


Stroke prevention, tailored treatment plans, edge-cloud computing, AI.

TRL: 6

CRL: 2

BRL: 3


TmRL: 5

FRL: 4

Impacted SDGs:
SDG3 (Good health and well-being), SDG5 (Gender equality) and SDG9 (Reduced inequalities)

More information

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