2 citations · 2 across the 3 of their papers we have counts for
4 papers
A Voxel-Spacing-Aware Extension of PyRadiomics for Anisotropic Texture Analysis
David Corral Fontecha, Juan Miranda Bautista, Pablo Menendez Fernández-Miranda +3
Radiomic texture features are commonly extracted from anisotropic CT and MRI acquisitions, where identical voxel offsets may represent different physical distances. We implemented…
Physically Aware Radiomics Without Interpolation: Disentangling Voxel Geometry and Signal Modification in CT and MRI
David Corral Fontecha, Juan Miranda Bautista, Pablo Menendez Fernández-Miranda +3
Objective: Radiomic texture features are usually computed in voxel-index neighborhoods, implicitly assuming isotropic spatial relationships. In anisotropic images, this can confoun…
Diffusion Models for conditional MRI generation
Miguel Herencia García del Castillo, Ricardo Moya Garcia, Manuel Jesús Cerezo Mazón +2
In this article, we present a Latent Diffusion Model (LDM) for the generation of brain Magnetic Resonance Imaging (MRI), conditioning its generation based on pathology (Healthy, Gl…
Multi-task Learning Approach for Intracranial Hemorrhage Prognosis
Miriam Cobo, Amaia Pérez del Barrio, Pablo Menéndez Fernández-Miranda +3
Prognosis after intracranial hemorrhage (ICH) is influenced by a complex interplay between imaging and tabular data. Rapid and reliable prognosis are crucial for effective patient…