José Rouco

José Rouco

Universidade da Coruña

H-index: 18

Europe-Spain

About José Rouco

José Rouco, With an exceptional h-index of 18 and a recent h-index of 17 (since 2020), a distinguished researcher at Universidade da Coruña,

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

ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration

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

Phytoplankton detection and recognition in freshwater digital microscopy images using deep learning object detectors

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

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

Joint keypoint detection and description network for color fundus image registration

Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images

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

José Rouco Information

University

Position

___

Citations(all)

2190

Citations(since 2020)

1827

Cited By

1031

hIndex(all)

18

hIndex(since 2020)

17

i10Index(all)

36

i10Index(since 2020)

31

Email

University Profile Page

Universidade da Coruña

Google Scholar

View Google Scholar Profile

Top articles of José Rouco

Title

Journal

Author(s)

Publication Date

ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration

arXiv preprint arXiv:2401.05901

David Rivas-Villar

Álvaro S Hervella

José Rouco

Jorge Novo

2024/1/11

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

Phytoplankton detection and recognition in freshwater digital microscopy images using deep learning object detectors

Heliyon

Jorge Figueroa

David Rivas-Villar

José Rouco

Jorge Novo

2024/2/15

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

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

Joint keypoint detection and description network for color fundus image registration

Quantitative Imaging in Medicine and Surgery

David Rivas-Villar

Álvaro S Hervella

José Rouco

Jorge Novo

2023/7/7

Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images

Proceedings of V XoveTIC Conference. XoveTIC

José Morano

Alvaro S Hervella

Jorge Novo

José Rouco

2023/2/16

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

Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images

José Morano

David Rivas-Villar

Álvaro S Hervella

José Rouco

Jorge Novo

2022/2/20

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

Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images

Pattern Analysis and Applications

Joaquim de Moura

Plácido L Vidal

Jorge Novo

José Rouco

Manuel G Penedo

...

2022/2/1

Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement …

Computers in biology and medicine

Kristen M Meiburger

Francesco Marzola

Guillaume Zahnd

Francesco Faita

Christos P Loizou

...

2022/5/1

End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images

Applied Soft Computing

Álvaro S Hervella

José Rouco

Jorge Novo

Marcos Ortega

2022/2/1

Multimodal image encoding pre-training for diabetic retinopathy grading

Computers in Biology and Medicine

Alvaro S Hervella

Jose Rouco

Jorge Novo

Marcos Ortega

2022/4/1

Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration

Proceedings of V XoveTIC Conference. XoveTIC

David Rivas-Villar

Alvaro S Hervella

José Rouco

Jorge Novo

2022

Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images

Information Fusion

Álvaro S Hervella

José Rouco

Jorge Novo

Marcos Ortega

2022/3/1

Improving AMD diagnosis by the simultaneous identification of associated retinal lesions

José Morano

Álvaro S Hervella

José Rouco

Jorge Novo

José Ignacio Fernández-Vigo

...

2022/5/15

Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images

David Rivas-Villar

José Morano

José Rouco

Manuel G Penedo

Jorge Novo

2022/2/20

Color fundus image registration using a learning-based domain-specific landmark detection methodology

Computers in Biology and Medicine

David Rivas-Villar

Álvaro S Hervella

José Rouco

Jorge Novo

2022/1/1

Fully automatic detection and classification of phytoplankton specimens in digital microscopy images

Computer Methods and Programs in Biomedicine

David Rivas-Villar

José Rouco

Rafael Carballeira

Manuel G Penedo

Jorge Novo

2021/3/1

See List of Professors in José Rouco University(Universidade da Coruña)

Co-Authors

H-index: 39
Aurelio Campilho

Aurelio Campilho

Universidade do Porto

H-index: 30
Manuel González Penedo

Manuel González Penedo

Universidade da Coruña

H-index: 30
Catarina Eloy

Catarina Eloy

Universidade do Porto

H-index: 29
Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788)

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

Universidade da Coruña

H-index: 28
Ana Mendonça

Ana Mendonça

Universidade do Porto

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

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

Universidade da Coruña

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