3 papers
eess.IV2025
HepatoGEN: Generating Hepatobiliary Phase MRI with Perceptual and Adversarial Models
Jens Hooge, Gerard Sanroma-Guell, Faidra Stavropoulou +6
Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) plays a crucial role in the detection and characterization of focal liver lesions, with the hepatobiliary phase (HBP)…
cs.CV2024
DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training
Guillermo Jimenez-Perez, Pedro Osorio, Josef Cersovsky +4
Diffusion models (DMs) have emerged as powerful foundation models for a variety of tasks, with a large focus in synthetic image generation. However, their requirement of large anno…
cs.CV2023
Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology
Pedro Osorio, Guillermo Jimenez-Perez, Javier Montalt-Tordera +10
Artificial Intelligence (AI) based image analysis has an immense potential to support diagnostic histopathology, including cancer diagnostics. However, developing supervised AI met…