Giulia Romoli

Full profile and recent publications of Giulia Romoli.

Giulia Romoli

Researcher

Giulia Romoli

Postdoctoral Researcher @ Umeå University

Giulia Romoli is a postdoctoral researcher with a PhD in Physics, currently employed at the Department of Diagnostics and Intervention at Umeå University (Sweden). Her current research focuses on multimodal, AI-driven analysis of biomedical images for clinical applications, with particular emphasis on lung cancer.

Multimodal Generative AI Medical Image Synthesis Physically-Informed AI
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Recent Publications

  1. Virtual Scanning for NSCLC Histology: Investigating the Discriminatory Power of Synthetic PET
    arXiv preprint arXiv:2605.02746, 2026
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  2. Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates
    arXiv preprint arXiv:2602.17683, 2026
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  3. Cross Modality Image Translation In Medical Imaging Using Generative Frameworks
    arXiv preprint arXiv:2605.13686, 2026
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  4. Agentic AI in Agriculture: Towards Automatic Farming Systems
    2026
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  5. Volcano activity classification from synergy of EO data and machine learning: an application to Mount Etna volcano (Italy)
    2025
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  6. Towards a Sustainable Future: AI-Powered Solutions in Agriculture and Green Energy
    2025
    Website
  7. Soil Radon Time Series from the Italian Radon Monitoring Network (IRON)
    2025
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  8. LIDAL: More than 5 Years of Radiation Monitoring in ISS-Columbus Including ToF Measurements and SPEs Effects in the ISS
    2025
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  9. A study of the radon seasonality with temporal dummy variables
    2025
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  10. Refined STACK-CNN for Meteor and Space Debris Detection in Highly Variable Backgrounds
    2024
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