Massimiliano Mantegna

Full profile and recent publications of Massimiliano Mantegna.

Massimiliano Mantegna

PhD

Massimiliano Mantegna

PhD Candidate @ Università Campus Bio-Medico di Roma

Massimiliano Mantegna is a PhD Candidate in Artificial Intelligence at Università Campus Bio-Medico di Roma. His research focuses on deep learning and generative artificial intelligence for medical imaging, with particular attention to lung cancer. His work investigates generative and multimodal models for modelling tumour evolution and supporting imaging-based prediction in oncology.

Generative AI Medical Imaging Lung Cancer
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Recent Publications

  1. Virtual Treatment for radiotherapy: Multimodal generative prediction of longitudinal NSCLC tumor progression
    2026
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  2. Longitudinal NSCLC Treatment Progression via Multimodal Generative Models
    arXiv preprint arXiv:2603.06147, 2026
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  3. Next-Gen Health: from Multimodal AI to Foundation Models
    2025
    Website
  4. Medicine Without Boundaries: Generative AI for Translating Medical Data Across Modalities
    2025
    Website
  5. Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging
    2025
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  6. Benchmarking GAN-Based vs Classical Data Augmentation on Biomedical Images
    2025
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