HNN3.0

Project cooperationUpdated on 26 January 2026

AI Partner for Telemedicine and Medical Image Analysis

Research Staff at CNR ISTI

Pisa, Italy

About

We are an expert AI team looking for collaborations for innovative projects, our core specialization is telemedicine, medical image analysis, with AI and Decision Support Systems solutions either ready or to be adapted or to be reimplemented for deployment in real-world settings. Our core competencies include:

  • Medical Image Analysis: Utilizing Deep Learning (CNNs, Vision Transformers) for segmentation, detection, and classification in radiology and pathology.

  • Pervasive AI for Point-of-Care: deploying lightweight AI models on edge devices and embedded systems to enable real-time diagnostics and image analysis outside traditional clinical environments.

  • Remote Patient Monitoring & AAL: Leveraging IoT sensors, AI, and multimodal data fusion for continuous health monitoring and ambient assisted living.

  • Transversal AI Ethics: We prioritize Explainable AI (XAI). fairness-aware learning and HitL to ensure our Decision Support Systems provide interpretable insights for medical professionals.

  • Generative AI: Applying foundation models and generative techniques for synthetic medical data generation, data augmentation, clinical report generation, and decision support enhancement, with a strong focus on privacy preservation and clinical reliability.

What we offer: 

  • Working prototypes and anonymized datasets for validation.

  • Proven track record in Horizon Europe and Interreg calls

  • Partnerships with hospitals/healthcare centers for the setup of clinical trials.

  • Scalability for large-scale pilot projects.

We are looking for complementary partners such as clinics, medical hardware manufacturers, healthcare data experts, or research institutions to co-develop innovative solutions. Please, contact us to discuss project cooperation opportunities!

Topic

  • DESTINATION 1: HORIZON-HLTH-2026-01-STAYHLTH-02: Behavioural interventions as primary prevention for Non-Communicable Diseases (NCDs) among young people
  • DESTINATION 2: HORIZON-HLTH-2026-01-ENVHLTH-01: Towards a better understanding and anticipation of the impacts of climate change on health
  • DESTINATION 2: HORIZON-HLTH-2026-01-ENVHLTH-05: Support for a multilateral initiative on climate change and health research
  • DESTINATION 3: HORIZON-HLTH-2026-01-DISEASE-09: Multisectoral approach to tackle chronic non-communicable diseases: implementation research maximising collaboration and coordination with sectors and in settings beyond the healthcare system (GACD)
  • DESTINATION 3: HORIZON-HLTH-2026-01-DISEASE-15: Scaling up innovation in cardiovascular health
  • DESTINATION 4: HORIZON-HLTH-2026-01-CARE-01: Public procurement of innovative solutions for improving citizens' access to healthcare through integrated or personalised approaches
  • DESTINATION 4: HORIZON-HLTH-2026-01-CARE-03: Identifying and addressing low-value care in health and care systems

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