Aida Valls

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

Programas informáticos RETIPROGRAM y MIRA

Predicción y progresión de retinopatía diabética

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

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

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

Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks

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

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

Google Scholar

Aida Valls Skills & Research Interests

Artificial Intelligence

Decision Support Systems

Ontologies

Aggregation

Top articles of Aida Valls

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

Diagnostics

2024/4/17

Aida Valls
Aida Valls

H-Index: 20

Antonio Moreno
Antonio Moreno

H-Index: 24

Programas informáticos RETIPROGRAM y MIRA

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

2023

Predicción y progresión de retinopatía diabética

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

2023

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

Electronics

2023/12/8

Aida Valls
Aida Valls

H-Index: 20

Mohamed Abdel-Nasser
Mohamed Abdel-Nasser

H-Index: 12

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

Mathematics

2023/11/26

Aida Valls
Aida Valls

H-Index: 20

David Riaño
David Riaño

H-Index: 9

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

Journal of Clinical Medicine

2023/10/22

Aida Valls
Aida Valls

H-Index: 20

Antonio Moreno
Antonio Moreno

H-Index: 24

Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks

2023/9/15

Aida Valls
Aida Valls

H-Index: 20

Domenec Puig
Domenec Puig

H-Index: 24

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

Electronics

2023/5/12

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

INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS

2023/3/5

Aida Valls
Aida Valls

H-Index: 20

Mohamed Abdel-Nasser
Mohamed Abdel-Nasser

H-Index: 12

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

2023/3

Aida Valls
Aida Valls

H-Index: 20

Antonio Moreno
Antonio Moreno

H-Index: 24

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

2023

Aida Valls
Aida Valls

H-Index: 20

Antonio Moreno
Antonio Moreno

H-Index: 24

New Reasoning Models: Improving Optimisation and Decision Support with the Management of Uncertainty and Constraints

International Journal of Computational Intelligence Systems

2022/12/8

Aida Valls
Aida Valls

H-Index: 20

Exu-Eye: Retinal Exudates Segmentation based on Multi-Scale Modules and Gated Skip Connection

2022/11/26

Mohamed Abdel-Nasser
Mohamed Abdel-Nasser

H-Index: 12

Aida Valls
Aida Valls

H-Index: 20

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

2022/11/3

Women in Artificial intelligence (AI)

2022/10/11

Aida Valls
Aida Valls

H-Index: 20

Women in Artificial Intelligence

2022/9/26

Aida Valls
Aida Valls

H-Index: 20

Karina Gibert
Karina Gibert

H-Index: 17

Continuous dynamic update of fuzzy random forests

International Journal of Computational Intelligence Systems

2022/9/6

Aida Valls
Aida Valls

H-Index: 20

Antonio Moreno
Antonio Moreno

H-Index: 24

Analysis of pre-trained convolutional neural network models in diabetic retinopathy detection through retinal fundus images

2022/7/15

Aida Valls
Aida Valls

H-Index: 20

Domenec Puig
Domenec Puig

H-Index: 24

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

Annals of Operations Research

2022/5/1

Aida Valls
Aida Valls

H-Index: 20

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

Applied Sciences

2022/3/25

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

Co-Authors

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