XGeM: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Molino, Daniele, Di Feola, Francesco, Faiella, Eliodoro, Fazzini, Deborah, Santucci, Domiziana, Shen, Linlin, Guarrasi, Valerio, Soda, Paolo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multimodal Explainability via Latent Shift applied to COVID-19 stratification
by: Guarrasi, Valerio, et al.
Published: (2022)
by: Guarrasi, Valerio, et al.
Published: (2022)
Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation
by: Molino, Daniele, et al.
Published: (2025)
by: Molino, Daniele, et al.
Published: (2025)
Sample-Aware Test-Time Adaptation for Medical Image-to-Image Translation
by: Iele, Irene, et al.
Published: (2025)
by: Iele, Irene, et al.
Published: (2025)
Multi-Scale Texture Loss for CT denoising with GANs
by: Di Feola, Francesco, et al.
Published: (2024)
by: Di Feola, Francesco, et al.
Published: (2024)
Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging
by: Ruffini, Filippo, et al.
Published: (2025)
by: Ruffini, Filippo, et al.
Published: (2025)
Retrieval-Augmented Anatomical Guidance for Text-to-CT Generation
by: Molino, Daniele, et al.
Published: (2026)
by: Molino, Daniele, et al.
Published: (2026)
Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin
by: Guarrasi, Valerio, et al.
Published: (2025)
by: Guarrasi, Valerio, et al.
Published: (2025)
Texture-Aware StarGAN for CT data harmonisation
by: Di Feola, Francesco, et al.
Published: (2025)
by: Di Feola, Francesco, et al.
Published: (2025)
Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomes
by: Guarrasi, Valerio, et al.
Published: (2022)
by: Guarrasi, Valerio, et al.
Published: (2022)
MARIA: a Multimodal Transformer Model for Incomplete Healthcare Data
by: Caruso, Camillo Maria, et al.
Published: (2024)
by: Caruso, Camillo Maria, et al.
Published: (2024)
Text-to-CT Generation via 3D Latent Diffusion Model with Contrastive Vision-Language Pretraining
by: Molino, Daniele, et al.
Published: (2025)
by: Molino, Daniele, et al.
Published: (2025)
A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications
by: Guarrasi, Valerio, et al.
Published: (2024)
by: Guarrasi, Valerio, et al.
Published: (2024)
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data Generation
by: Tronchin, Lorenzo, et al.
Published: (2025)
by: Tronchin, Lorenzo, et al.
Published: (2025)
Resilient Vision-Tabular Multimodal Learning under Modality Missingness
by: Caruso, Camillo Maria, et al.
Published: (2026)
by: Caruso, Camillo Maria, et al.
Published: (2026)
Timing Is Everything: Finding the Optimal Fusion Points in Multimodal Medical Imaging
by: Guarrasi, Valerio, et al.
Published: (2025)
by: Guarrasi, Valerio, et al.
Published: (2025)
Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging
by: Ayllón, Elena Mulero, et al.
Published: (2025)
by: Ayllón, Elena Mulero, et al.
Published: (2025)
A Rare Case of Hodgkin Lymphoma With Isolated Epitrochlear Lymphadenopathy. Our Experience and Main Differential Diagnosis
by: Laura Cea, et al.
Published: (2025)
by: Laura Cea, et al.
Published: (2025)
Not Another Imputation Method: A Transformer-based Model for Missing Values in Tabular Datasets
by: Caruso, Camillo Maria, et al.
Published: (2024)
by: Caruso, Camillo Maria, et al.
Published: (2024)
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages
by: Salmè, Marco, et al.
Published: (2025)
by: Salmè, Marco, et al.
Published: (2025)
Virtual Scanning for NSCLC Histology: Investigating the Discriminatory Power of Synthetic PET
by: Aksu, Fatih, et al.
Published: (2026)
by: Aksu, Fatih, et al.
Published: (2026)
Beyond the Generative Learning Trilemma: Generative Model Assessment in Data Scarcity Domains
by: Salmè, Marco, et al.
Published: (2025)
by: Salmè, Marco, et al.
Published: (2025)
Multi-Dataset Multi-Task Learning for COVID-19 Prognosis
by: Ruffini, Filippo, et al.
Published: (2024)
by: Ruffini, Filippo, et al.
Published: (2024)
Multimodal Stepwise Clinically-Guided Attention Learning for Pathological Complete Response Prediction in Breast Cancer
by: Caragliano, Alice Natalina, et al.
Published: (2026)
by: Caragliano, Alice Natalina, et al.
Published: (2026)
A Deep Learning Approach for Overall Survival Prediction in Lung Cancer with Missing Values
by: Caruso, Camillo Maria, et al.
Published: (2023)
by: Caruso, Camillo Maria, et al.
Published: (2023)
Concept-Enhanced Multimodal RAG: Towards Interpretable and Accurate Radiology Report Generation
by: Salmè, Marco, et al.
Published: (2026)
by: Salmè, Marco, et al.
Published: (2026)
Augmented Intelligence for Multimodal Virtual Biopsy in Breast Cancer Using Generative Artificial Intelligence
by: Rofena, Aurora, et al.
Published: (2025)
by: Rofena, Aurora, et al.
Published: (2025)
A Systematic Benchmark of GAN Architectures for MRI-to-CT Synthesis
by: Pesci, Alessandro, et al.
Published: (2026)
by: Pesci, Alessandro, et al.
Published: (2026)
A rare complication during autologous stem cell transplantation in multiple myeloma
by: Valeria Tomarchio, et al.
Published: (2025)
by: Valeria Tomarchio, et al.
Published: (2025)
Longitudinal NSCLC Treatment Progression via Multimodal Generative Models
by: Mantegna, Massimiliano, et al.
Published: (2026)
by: Mantegna, Massimiliano, et al.
Published: (2026)
Class Balancing Diversity Multimodal Ensemble for Alzheimer's Disease Diagnosis and Early Detection
by: Francesconi, Arianna, et al.
Published: (2024)
by: Francesconi, Arianna, et al.
Published: (2024)
Cross-dataset Multivariate Time-series Model for Parkinson's Diagnosis via Keyboard Dynamics
by: Francesconi, Arianna, et al.
Published: (2025)
by: Francesconi, Arianna, et al.
Published: (2025)
Cross Modality Image Translation In Medical Imaging Using Generative Frameworks
by: Romoli, Giulia, et al.
Published: (2026)
by: Romoli, Giulia, et al.
Published: (2026)
Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer
by: Rofena, Aurora, et al.
Published: (2025)
by: Rofena, Aurora, et al.
Published: (2025)
A Deep Learning Approach for Virtual Contrast Enhancement in Contrast Enhanced Spectral Mammography
by: Rofena, Aurora, et al.
Published: (2023)
by: Rofena, Aurora, et al.
Published: (2023)
Social reproduction in onward migration: Colombian mothers and fathers from Spain to London
by: Domiziana Turcatti
Published: (2024)
by: Domiziana Turcatti
Published: (2024)
Multimodal Doctor-in-the-Loop: A Clinically-Guided Explainable Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer
by: Caragliano, Alice Natalina, et al.
Published: (2025)
by: Caragliano, Alice Natalina, et al.
Published: (2025)
Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in NSCLC
by: Caragliano, Alice Natalina, et al.
Published: (2026)
by: Caragliano, Alice Natalina, et al.
Published: (2026)
Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates
by: Iele, Irene, et al.
Published: (2026)
by: Iele, Irene, et al.
Published: (2026)
Approximation of slow and fast dynamics in multiscale dynamical systems by the linearized Relaxation Redistribution Method
by: Chiavazzo, Eliodoro
Published: (2011)
by: Chiavazzo, Eliodoro
Published: (2011)
Searching for fixed points of dynamical systems by the Explorative Relaxation Redistribution Method
by: Chiavazzo, Eliodoro
Published: (2025)
by: Chiavazzo, Eliodoro
Published: (2025)
Similar Items
-
Multimodal Explainability via Latent Shift applied to COVID-19 stratification
by: Guarrasi, Valerio, et al.
Published: (2022) -
Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation
by: Molino, Daniele, et al.
Published: (2025) -
Sample-Aware Test-Time Adaptation for Medical Image-to-Image Translation
by: Iele, Irene, et al.
Published: (2025) -
Multi-Scale Texture Loss for CT denoising with GANs
by: Di Feola, Francesco, et al.
Published: (2024) -
Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging
by: Ruffini, Filippo, et al.
Published: (2025)