Aida Valls

Aida Valls

Universidad Rovira i Virgili

H-index: 31

Europe-Spain

About Aida Valls

Aida Valls, With an exceptional h-index of 31 and a recent h-index of 18 (since 2020), a distinguished researcher at Universidad Rovira i Virgili, specializes in the field of Artificial Intelligence, Decision Support Systems, Ontologies, Aggregation.

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

Referable Diabetic Retinopathy Prediction Algorithm Applied to a Population of 120,389 Type 2 Diabetics over 11 Years Follow-Up

Challenges in the Exploitation of Historical Clinical Data for the Classification of Diabetic Retinopathy Patients

Effect of Lipids on Diabetic Retinopathy in a Large Cohort of Diabetic Patients after 10 Years of Follow-Up

Programas informáticos RETIPROGRAM y MIRA

Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks

Predicción y progresión de retinopatía diabética

Multi-Class Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees

Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators

Aida Valls Information

University

Position

___

Citations(all)

4837

Citations(since 2020)

1918

Cited By

3757

hIndex(all)

31

hIndex(since 2020)

18

i10Index(all)

79

i10Index(since 2020)

29

Email

University Profile Page

Universidad Rovira i Virgili

Google Scholar

View Google Scholar Profile

Aida Valls Skills & Research Interests

Artificial Intelligence

Decision Support Systems

Ontologies

Aggregation

Top articles of Aida Valls

Title

Journal

Author(s)

Publication Date

Referable Diabetic Retinopathy Prediction Algorithm Applied to a Population of 120,389 Type 2 Diabetics over 11 Years Follow-Up

Diagnostics

Pedro Romero-Aroca

Raquel Verges

Jordi Pascual-Fontanilles

Aida Valls

Josep Franch-Nadal

...

2024/4/17

Challenges in the Exploitation of Historical Clinical Data for the Classification of Diabetic Retinopathy Patients

Jordi Pascual-Fontanilles

Aida Valls

Antonio Moreno

Pedro Romero-Aroca

2023

Effect of Lipids on Diabetic Retinopathy in a Large Cohort of Diabetic Patients after 10 Years of Follow-Up

Journal of Clinical Medicine

Pedro Romero-Aroca

Raquel Verges

Jordi Pascual-Fontanilles

Aida Valls

Josep Franch

...

2023/10/22

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

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

Predicción y progresión de retinopatía diabética

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

Pere Romero Aroca

Marc Baget Bernaldiz

A Valls

E García Curto

J Pascual Fontanilles

...

2023

Multi-Class Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees

Electronics

Najlaa Maaroof

Antonio Moreno

Aida Valls

Mohammed Jabreel

Pedro Romero-Aroca

2023/5/12

Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators

INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS

Mohammed Yousef Salem Ali

Mohammad Jabreel

Aida Valls

Marc Baget

Mohamed Abdel-Nasser

2023/3/5

LezioSeg: Multi-Scale Attention Affine-Based CNN for Segmenting Diabetic Retinopathy Lesions in Images

Electronics

Mohammed Yousef Salem Ali

Mohammed Jabreel

Aida Valls

Marc Baget

Mohamed Abdel-Nasser

2023/12/8

Special Issue on Data Mining, Machine Learning and Decision Support Systems in Health Care

Aida Valls

Teresa Alsinet

Antonio Moreno

2023/3

Predicting Intensive Care Unit Patients’ Discharge Date with a Hybrid Machine Learning Model That Combines Length of Stay and Days to Discharge

Mathematics

David Cuadrado

Aida Valls

David Riaño

2023/11/26

Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees

Najlaa Maaroof

Antonio Moreno

Mohammed Jabreel

Aida Valls

2022

EDBNet: Efficient Dual-Decoder Boosted Network for Eye Retinal Exudates Segmentation

Artificial Intelligence Research and Development: Proceedings of the 24th International Conference of the Catalan Association for Artificial Intelligence

A Cortés

2022/11/3

Finding the most sustainable wind farm sites with a hierarchical outranking decision aiding method

Annals of Operations Research

Arayeh Afsordegan

Luis Del Vasto-Terrientes

Aida Valls

Núria Agell

Mónica Sánchez

2022/5/1

Adapting a Fuzzy Random Forest for Ordinal Multi-Class Classification

Jordi Pascual-Fontanilles

Lenka Lhotska

Antonio Moreno

Aida Valls

2022

Women in Artificial intelligence (AI)

Aida Valls

2022/10/11

A comparative study of two rule-based explanation methods for diabetic retinopathy risk assessment

Applied Sciences

Najlaa Maaroof

Antonio Moreno

Aida Valls

Mohammed Jabreel

Marcin Szeląg

2022/3/25

A feature selection strategy to optimize retinal vasculature segmentation

Computers, Materials and Continua

José Escorcia-Gutierrez

Jordina Torrents-Barrena

Margarita Gamarra

Natasha Madera

Pedro Romero-Aroca

...

2022

Building a territorial working group to reduce gender gap in the field of artificial intelligence

Applied Sciences

Karina Gibert

Aida Valls

2022/3/18

Women in Artificial Intelligence

Aida Valls

Karina Gibert

2022/9/26

See List of Professors in Aida Valls University(Universidad Rovira i Virgili)

Co-Authors

H-index: 53
Vicenç Torra

Vicenç Torra

Umeå universitet

H-index: 43
Antonio Moreno

Antonio Moreno

Universidad Rovira i Virgili

H-index: 36
Domenec Puig

Domenec Puig

Universidad Rovira i Virgili

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