Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788)

Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788)

Universidade da Coruña

H-index: 29

Europe-Spain

About Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788)

Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788), With an exceptional h-index of 29 and a recent h-index of 25 (since 2020), a distinguished researcher at Universidade da Coruña, specializes in the field of Artificial Intelligence, Computer Vision, Medical Image Analysis, Deep Learning, Medical Informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-task localization of the hemidiaphragms and lung segmentation in portable chest X-ray images of COVID-19 patients

Automatic simultaneous ciliary muscle segmentation and biomarker extraction in AS-OCT images using deep learning-based approaches

Multi-Adaptive Optimization for multi-task learning with deep neural networks

Intra-and Inter-expert Validation of an Automatic Segmentation Method for Fluid Regions Associated with Central Serous Chorioretinopathy in OCT Images

Are artificial intelligence chatbots a reliable source of information about contact lenses?

Evolutionary multi-target neural network architectures for flow void analysis in optical coherence tomography angiography

Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity

Automatic Deep Learning-based Models for Retinal Layer Thickness Analysis as a Biomarker for Neurodegenerative Diseases

Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788) Information

University

Position

Associate Professor of Computer Science. CITIC Research Center Spain

Citations(all)

2940

Citations(since 2020)

2002

Cited By

1717

hIndex(all)

29

hIndex(since 2020)

25

i10Index(all)

75

i10Index(since 2020)

57

Email

University Profile Page

Universidade da Coruña

Google Scholar

View Google Scholar Profile

Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788) Skills & Research Interests

Artificial Intelligence

Computer Vision

Medical Image Analysis

Deep Learning

Medical Informatics

Top articles of Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788)

Title

Journal

Author(s)

Publication Date

Multi-task localization of the hemidiaphragms and lung segmentation in portable chest X-ray images of COVID-19 patients

Digital Health

Daniel I Morís

Joaquim de Moura

Shahab Aslani

Joseph Jacob

Jorge Novo

...

2024/2

Automatic simultaneous ciliary muscle segmentation and biomarker extraction in AS-OCT images using deep learning-based approaches

Biomedical Signal Processing and Control

Elena Goyanes

Joaquim de Moura

José I Fernández-Vigo

José A Fernández-Vigo

Jorge Novo

...

2024/4/1

Multi-Adaptive Optimization for multi-task learning with deep neural networks

Neural Networks

Álvaro S Hervella

José Rouco

Jorge Novo

Marcos Ortega

2024/2/1

Intra-and Inter-expert Validation of an Automatic Segmentation Method for Fluid Regions Associated with Central Serous Chorioretinopathy in OCT Images

Journal of Imaging Informatics in Medicine

Mateo Gende

Lúa Castelo

Joaquim de Moura

Jorge Novo

Marcos Ortega

2024/1/12

Are artificial intelligence chatbots a reliable source of information about contact lenses?

Contact Lens & Anterior Eye

N. García-Porta

M. Vaughan

S. Rendo-González

A. Gómez-Varela

J. de Moura

...

2024

Evolutionary multi-target neural network architectures for flow void analysis in optical coherence tomography angiography

Applied Soft Computing

Emilio López-Varela

Joaquim de Moura

Jorge Novo

José Ignacio Fernández-Vigo

Francisco Javier Moreno-Morillo

...

2024/3/1

Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity

Medical & Biological Engineering & Computing

Álvaro S Hervella

Lucía Ramos

José Rouco

Jorge Novo

Marcos Ortega

2024/3

Automatic Deep Learning-based Models for Retinal Layer Thickness Analysis as a Biomarker for Neurodegenerative Diseases

Investigative Ophthalmology & Visual Science

Mateo Gende

Joaquim de Moura

Beatriz Cordón

Elisa Vilades

Elena García-Martín

...

2023/6/1

Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios

IEEE Journal of Biomedical and Health Informatics

Mateo Gende

Víctor Mallen

Joaquim de Moura

Beatriz Cordón

Elena Garcia-Martin

...

2023/9/8

Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning

Computer Methods and Programs in Biomedicine

José Morano

Álvaro S Hervella

José Rouco

Jorge Novo

José I Fernández-Vigo

...

2023/2/1

Robust multi-view approaches for retinal layer segmentation in glaucoma patients via transfer learning

Quantitative Imaging in Medicine and Science

Mateo Gende

Joaquim de Moura

José Ignacio Fernández-Vigo

José María Martínez-de-la-Casa

Julián García-Feijóo

...

2023/5/1

Computer-assisted evaluation of retinal vessel tortuosity in moderate-to-late preterm children

European Journal of Ophthalmology

Lina Raffa

Ola Abudawd

Nada Bugshan

Samiha Fageeh

Lucia Ramos

...

2023/9

Explainable learning to analyze the outcome of COVID-19 patients using clinical data

Procedia Computer Science

Daniel Olañeta

Daniel I Morís

Joaquim de Moura

Pedro J Marcos

Enrique Míguez Rey

...

2023/1/1

Multivendor fully automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images

Medical & Biological Engineering & Computing

Plácido Vidal

Joaquim de Moura

Jorge Novo

Marcos Ortega

2023/5

Deformable registration of multimodal retinal images using a weakly supervised deep learning approach

Neural Computing and Applications

Javier Martínez-Río

Enrique J Carmona

Daniel Cancelas

Jorge Novo

Marcos Ortega

2023/7

Deep feature analysis in a transfer learning approach for the automatic COVID-19 screening using chest X-ray images

Procedia Computer Science

Daniel I Morís

Joaquim de Moura

Jorge Novo

Marcos Ortega

2023/1/1

A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets

Medical & Biological Engineering & Computing

Mateo Gende

Joaquim de Moura

Jorge Novo

Manuel G Penedo

Marcos Ortega

2023/5

Comprehensive analysis of clinical data for COVID-19 outcome estimation with machine learning models

Biomedical signal processing and control

Daniel I Morís

Joaquim de Moura

Pedro J Marcos

Enrique Míguez Rey

Jorge Novo

...

2023/7/1

Computerized tool for the automatic segmentation of DRT edemas using OCT scans

Joaquim de Moura

Plácido L Vidal

Jorge Novo

Marcos Ortega

2023/12/1

Context encoder transfer learning approaches for retinal image analysis

Computers in Biology and Medicine

Daniel I Moris

Alvaro S Hervella

Jose Rouco

Jorge Novo

Marcos Ortega

2023/1/1

See List of Professors in Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788) University(Universidade da Coruña)

Co-Authors

H-index: 37
Manuele Bicego

Manuele Bicego

Università degli Studi di Verona

H-index: 37
Massimo Tistarelli

Massimo Tistarelli

Università degli Studi di Sassari

H-index: 30
Manuel González Penedo

Manuel González Penedo

Universidade da Coruña

H-index: 26
Jorge Novo Buján (ORCID: 0000-0002-0125-3064)

Jorge Novo Buján (ORCID: 0000-0002-0125-3064)

Universidade da Coruña

H-index: 18
Maria J. Carreira (ORCID: 0000-0003-0532-2351)

Maria J. Carreira (ORCID: 0000-0003-0532-2351)

Universidad de Santiago de Compostela

H-index: 18
José Rouco

José Rouco

Universidade da Coruña

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