Elena Mulero Ayllón
Full profile and recent publications of Elena Mulero Ayllón.
Researcher
Elena Mulero Ayllón
Junior Researcher @ Università Campus Bio-Medico di Roma
Elena Mulero is a Junior Researcher at Università Campus Bio-Medico di Roma. Her research focuses on deep learning for biomedical applications, with a particular interest in medical imaging, tumor segmentation, and multimodal learning.
Recent Publications
- Virtual Treatment for radiotherapy: Multimodal generative prediction of longitudinal NSCLC tumor progression2026
- VegSim: A Geospatial World Model for Scenario-Conditioned Vegetation SimulationarXiv preprint arXiv:2606.21961, 2026
- Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather CovariatesarXiv preprint arXiv:2602.17683, 2026
- Longitudinal NSCLC Treatment Progression via Multimodal Generative ModelsarXiv preprint arXiv:2603.06147, 2026
-
- Medicine Without Boundaries: Generative AI for Translating Medical Data Across Modalities2025
- Context-Gated Cross-Modal Perception with Visual Mamba for PET-CT Lung Tumor SegmentationarXiv preprint arXiv:2510.27508, 2025
- Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging2025
- Benchmarking foundation models and parameter-efficient fine-tuning for prognosis prediction in medical imaging2025
- Virtual Scanner: Leveraging Resilient Generative AI for Radiological Imaging in the Era of Medical Digital Twins2024