Irene Iele

Full profile and recent publications of Irene Iele.

Irene Iele

PhD

Irene Iele

PhD Candidate @ Università Campus Bio-Medico di Roma

Irene Iele is a PhD Candidate in Artificial Intelligence at the University Campus Bio-Medico of Rome. He graduated with honors in Biomedical Engineering from the same university. Her research spans adaptive and robust AI for medical imaging and Earth observation, with a particular focus on Test-Time Adaptation, medical image-to-image translation, and multi-agent systems. She also investigates probabilistic vegetation forecasting from satellite and meteorological data and hybrid quantum machine learning for clinical time-series forecasting

Medical Imaging, Earth Observation, Test-Time Adaptation, Image-to-Image Translation, Agentic AI, vegetation forecasting, Quantum-ML

Recent Publications

  1. VegSim: A Geospatial World Model for Scenario-Conditioned Vegetation Simulation
    arXiv preprint arXiv:2606.21961, 2026
  2. Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates
    arXiv preprint arXiv:2602.17683, 2026
  3. Hybrid Quantum Neural Network for Multivariate Clinical Time Series Forecasting
    arXiv preprint arXiv:2603.08072, 2026
  4. Agentic AI in Agriculture: Towards Automatic Farming Systems
    2026
  5. Sample-Aware Test-Time Adaptation for Medical Image-to-Image Translation
    arXiv preprint arXiv:2508.00766, 2025
  6. Medicine Without Boundaries: Generative AI for Translating Medical Data Across Modalities
    2025