51 citations · 79 across the 5 of their papers we have counts for
5 papers
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…
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…
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…
Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing
Sergio Rubio-Martín, María Teresa García-Ordás, Martín Bayón-Gutiérrez +2
Purpose: Our study explored the use of artificial intelligence (AI) to diagnose autism spectrum disorder (ASD). It focused on machine learning (ML) and deep learning (DL) to detect…
Multispecies bird sound recognition using a fully convolutional neural network
María Teresa García-Ordás, Sergio Rubio-Martín, José Alberto Benítez-Andrades +2
This study proposes a method based on fully convolutional neural networks (FCNs) to identify migratory birds from their songs, with the objective of recognizing which birds pass th…