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Sergio Rubio-Martín

3 papers hereh-index 477 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

works on
CT 1image preprocessing 1MRI 1radiomics 1voxel-spacing-aware extraction 1

From the 1 of 3 linked papers with an AI index.

activity
20242026
collaborators

3 papers

cs.CV2026

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

The paper introduces a radiomics framework that accounts for voxel spacing without resampling, preserving the original image signal and improving feature robustness in anisotropic…

cs.LG2025

Classification of Psychiatry Clinical Notes by Diagnosis: A Deep Learning and Machine Learning Approach

Sergio Rubio-Martín, María Teresa García-Ordás, Antonio Serrano-García +3

The classification of clinical notes into specific diagnostic categories is critical in healthcare, especially for mental health conditions like Anxiety and Adjustment Disorder. In…

cs.CV2024

TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection

Martín Bayón-Gutiérrez, María Teresa García-Ordás, Héctor Alaiz Moretón +3

Robust road surface estimation is required for autonomous ground vehicles to navigate safely. Despite it becoming one of the main targets for autonomous mobility researchers in rec…

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