Domenec Puig

Domenec Puig

Universidad Rovira i Virgili

H-index: 36

Europe-Spain

About Domenec Puig

Domenec Puig, With an exceptional h-index of 36 and a recent h-index of 31 (since 2020), a distinguished researcher at Universidad Rovira i Virgili, specializes in the field of Computer Vision, Robotics, Machine Learning, Pattern Recognition, Medical Imaging.

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

FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning

Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors

A Data-Driven Model to Predict Quality of Life Dimensions of People with Intellectual Disability Based on the GENCAT Scale

Deep learning‐based survival prediction of brain tumor patients using attention‐guided 3D convolutional neural network with radiomics approach from multimodality magnetic …

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge

Deep learning segmentation of the right ventricle in cardiac mri: The m&ms challenge

Gcndepth: Self-supervised monocular depth estimation based on graph convolutional network

Stacking Up for Success: A Cascade Network Model for Efficient Road Crack Segmentation

Domenec Puig Information

University

Position

Full Professor

Citations(all)

5320

Citations(since 2020)

3646

Cited By

3024

hIndex(all)

36

hIndex(since 2020)

31

i10Index(all)

107

i10Index(since 2020)

71

Email

University Profile Page

Universidad Rovira i Virgili

Google Scholar

View Google Scholar Profile

Domenec Puig Skills & Research Interests

Computer Vision

Robotics

Machine Learning

Pattern Recognition

Medical Imaging

Top articles of Domenec Puig

Title

Journal

Author(s)

Publication Date

FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning

Expert Systems With Applications

Saif Khalid

Hatem A Rashwan

Saddam Abdulwahab

Mohamed Abdel-Nasser

Facundo Manuel Quiroga

...

2024/3/15

Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors

Machine Learning and Knowledge Extraction

Loay Hassan

Mohamed Abdel-Nasser

Adel Saleh

Domenec Puig

2024/3/11

A Data-Driven Model to Predict Quality of Life Dimensions of People with Intellectual Disability Based on the GENCAT Scale

Social Indicators Research

Gaurav Kumar Yadav

Hatem A Rashwan

Benigno Moreno Vidales

Mohamed Abdel-Nasser

Joan Oliver

...

2024/1/30

Deep learning‐based survival prediction of brain tumor patients using attention‐guided 3D convolutional neural network with radiomics approach from multimodality magnetic …

International Journal of Imaging Systems and Technology

Moona Mazher

Abdul Qayyum

Domenec Puig

Mohamed Abdel‐Nasser

2024/1

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge

arXiv preprint arXiv:2403.19425

Ezequiel de la Rosa

Mauricio Reyes

Sook-Lei Liew

Alexandre Hutton

Roland Wiest

...

2024/3/28

Deep learning segmentation of the right ventricle in cardiac mri: The m&ms challenge

IEEE Journal of Biomedical and Health Informatics

Carlos Martín-Isla

Víctor M Campello

Cristian Izquierdo

Kaisar Kushibar

Carla Sendra-Balcells

...

2023/4/17

Gcndepth: Self-supervised monocular depth estimation based on graph convolutional network

Neurocomputing

Armin Masoumian

Hatem A Rashwan

Saddam Abdulwahab

Julian Cristiano

M Salman Asif

...

2023/1/14

Stacking Up for Success: A Cascade Network Model for Efficient Road Crack Segmentation

Artificial Intelligence Research and Development: Proceedings of the 25th International Conference of the Catalan Association for Artificial Intelligence

I Sanz

2023/11/9

Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher Models

arXiv preprint arXiv:2303.09494

Eddardaa Ben Loussaief

Hatem Rashwan

Mohammed Ayad

Mohammed Zakaria Hassan

Domenec Puig

2023/3/16

Programas informáticos RETIPROGRAM y MIRA

Annals d'oftalmologia: òrgan de les Societats d'Oftalmologia de Catalunya, Valencia i Balears

A Valls

A Moreno

J Pascual Fontanilles

J Cristiano

D Puig

...

2023

Detecting Breast Tumors in Tomosynthesis Images Utilizing Deep Learning-Based Dynamic Ensemble Approach

Computers

Loay Hassan

Adel Saleh

Vivek Kumar Singh

Domenec Puig

Mohamed Abdel-Nasser

2023/10/30

Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks

José Escorcia-Gutierrez

Jose Cuello

Margarita Gamarra

Pere Romero-Aroca

Eduardo Caicedo

...

2023/9/15

Deep monocular depth estimation based on content and contextual features

Sensors

Saddam Abdulwahab

Hatem A Rashwan

Najwa Sharaf

Saif Khalid

Domenec Puig

2023/3/8

Fetal brain tissue annotation and segmentation challenge results

Medical Image Analysis

Kelly Payette

Hongwei Bran Li

Priscille de Dumast

Roxane Licandro

Hui Ji

...

2023/8/1

Effective ML-based quality of life prediction approach for dependent people in guardianship entities

Alexandria Engineering Journal

Gaurav Kumar Yadav

Benigno Moreno Vidales

Hatem A Rashwan

Joan Oliver

Domenec Puig

...

2023/2/15

7th URV Doctoral Workshop in Computer Science and Mathematics

Mohamed Abdel-Nasser

Oriol Farràs

Domènec Puig

Hatem A Rashwan

2023/1/20

Implicit regularization of a deep augmented neural network model for human motion prediction

Applied Intelligence

Gaurav Kumar Yadav

Mohamed Abdel-Nasser

Hatem A Rashwan

Domenec Puig

GC Nandi

2023/7

Designing an adaptive cost function for dynamic human pose predictions

Multimedia Tools and Applications

Gaurav Kumar Yadav

Domenec Puig

GC Nandi

2023/12/11

Grouped pointwise convolutions reduce parameters in convolutional neural networks

Mendel

Joao Paulo Schwarz Schuler

Santiago Romani

Mohamed Abdel-Nasser

Hatem Rashwan

Domenec Puig

2022/6/30

Efficient deep learning-based semantic mapping approach using monocular vision for resource-limited mobile robots

Neural Computing and Applications

Aditya Singh

Raghav Narula

Hatem A Rashwan

Mohamed Abdel-Nasser

Domenec Puig

...

2022/9

See List of Professors in Domenec Puig University(Universidad Rovira i Virgili)

Co-Authors

H-index: 43
Antonio Moreno

Antonio Moreno

Universidad Rovira i Virgili

H-index: 34
Agusti Solanas

Agusti Solanas

Universidad Rovira i Virgili

H-index: 34
Constantinos Patsakis

Constantinos Patsakis

University of Piraeus

H-index: 31
Aida Valls

Aida Valls

Universidad Rovira i Virgili

H-index: 28
H. Rashwan

H. Rashwan

Universidad Rovira i Virgili

H-index: 26
Fran Casino

Fran Casino

Universidad Rovira i Virgili

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