Ermanno Cordelli

Full profile and recent publications of Ermanno Cordelli.

Ermanno Cordelli

Researcher

Ermanno Cordelli

Postdoctoral Researcher @ Università del Salento

Ermanno Cordelli is a researcher working on artificial intelligence and its applications in healthcare. His research focuses on machine learning, deep learning, computer vision, Explainable AI, AI agents, Large Language models and precision medicine, with particular attention to federated learning and distributed approaches for the analysis of sensitive biomedical data. His work also includes embedded and Internet-of-Things systems for healthcare applications.

Explainable AI Graph Neural Networks Vision Language Models Agentic AI Reinforcement Learning Generative AI Precision Medicine Federated Learning Quantum AI

Recent Publications

  1. Exploratory PET/CT Radiomics for Predicting Early Progression in Locally Advanced Pancreatic Cancer
    2026
  2. Next-Gen Health: from Multimodal AI to Foundation Models
    2025
  3. Leveraging Key-Points Encoded Human Pose Images for Human Activity Recognition
    2025
  4. Geometrical constraints dictate assembly and phenotype of human iPSC-derived motoneuronal spheroids
    2025
  5. Enhancing NSCLC Histological Subtype Classification: A Federated Learning Approach Using Triplet Loss
    2025
  6. AI-Powered Insulin Pens for Pediatric Diabetes: Advancements in Lipodystrophy Detection and Injection Site Recognition
    2025
  7. Virtual Scanner: Leveraging Resilient Generative AI for Radiological Imaging in the Era of Medical Digital Twins
    2024
  8. Translating Image XAI to Multivariate Time Series
    2024
  9. Towards AI-driven Next Generation Personalized Healthcare and Well-being
    2024
  10. Machine learning predicts pulmonary Long Covid sequelae using clinical data
    2024