Noelia Vállez - Publications, H-index & Citations

Back

Noelia Vállez

e.t.s. ingeniería industrial

16H-index

66Paper Count

668Citation Count

Published Papers 13

Publication Date

Synthetic AI-Generated Satellite Imagery to Improve Earth Observation-Based Neural Networks

Sensors

IF3.5

2026-06-19

OAAI

Enrique Albalate-Prieto; Noelia Vallez; José Luis Espinosa-Aranda; Aubrey Dunne; Raúl Barba-Rojas

Save

Comparative analysis of deep learning methods for breast ultrasound lesion detection and classification

PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS

IF2.7

2025-06-01

PREAI

Vallez, Noelia; Mateos-Aparicio-Ruiz, Israel; Rienda, Miguel Angel; Deniz, Oscar; Bueno, Gloria

Save

BUS-UCLM: Breast ultrasound lesion segmentation dataset

SCIENTIFIC DATA

IF6.9

2025-02-11

OAAI

Vallez, Noelia; Deniz, Oscar; Rienda, Miguel Angel; Pastor, Carlos

Save

Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-06-01

OAAI

Salido, Jesus; Vallez, Noelia; Gonzalez-Lopez, Lucia; Deniz, Oscar; Bueno, Gloria

Save

Improving handgun detection through a combination of visual features and body pose-based data

PATTERN RECOGNITION

IF7.6

2023-04-01

OAAI

Ruiz-Santaquiteria, Jesus; Velasco-Mata, Alberto; Vallez, Noelia; Deniz, Oscar; Bueno, Gloria

Save

Diffeomorphic transforms for data augmentation of highly variable shape and texture objects

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-06-01

OAAI

Vallez, Noelia; Bueno, Gloria; Deniz, Oscar; Blanco, Saul

Save

Handgun Detection Using Combined Human Pose and Weapon Appearance

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Ruiz-Santaquiteria, Jesus; Velasco-Mata, Alberto; Vallez, Noelia; Bueno, Gloria; Alvarez-Garcia, Juan A.; Deniz, Oscar

Save

Bonseyes AI Pipeline-Bringing AI to You: End-to-end integration of data, algorithms, and deployment tools

acm transactions on internet technology

IF3.7

2020-08-04

OAAI

De Prado, Miguel; Su, Jing; Saeed, Rabia; Keller, Lorenzo; Vallez, Noelia; Anderson, Andrew; Gregg, David; Benini, Luca; Llewellynn, Tim; Ouerhani, Nabil; Dahyot, Rozenn; Pazos, Nuria

Save

Robustness to adversarial examples can be improved with overfitting

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2020-02-26

OAAI

Deniz, Oscar; Pedraza, Anibal; Vallez, Noelia; Salido, Jesus; Bueno, Gloria

Save

Automatic Museum Audio Guide

SENSORS

IF3.5

2020-01-31

OAAI

Vallez, Noelia; Krauss, Stephan; Luis Espinosa-Aranda, Jose; Pagani, Alain; Seirafi, Kasra; Deniz, Oscar

Save

Eyes of Things

SENSORS

IF3.5

2017-05-21

OAAI

Deniz, Oscar; Vallez, Noelia; Espinosa-Aranda, Jose L.; Rico-Saavedra, Jose M.; Parra-Patino, Javier; Bueno, Gloria; Moloney, David; Dehghani, Alireza; Dunne, Aubrey; Pagani, Alain; Krauss, Stephan; Reiser, Ruben; Waeny, Martin; Sorci, Matteo; Llewellynn, Tim; Fedorczak, Christian; Larmoire, Thierry; Herbst, Marco; Seirafi, Andre; Seirafi, Kasra

Save

Breast density classification to reduce false positives in CADe systems

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2014-02-01

OAAI

Vallez, Noelia; Bueno, Gloria; Deniz, Oscar; Dorado, Julian; Antonio Seoane, Jose; Pazos, Alejandro; Pastor, Carlos

Save

A parallel solution for high resolution histological image analysis

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2012-10-01

PREAI

Bueno, G.; Gonzalez, R.; Deniz, O.; Garcia-Rojo, M.; Gonzalez-Garcia, J.; Fernandez-Carrobles, M. M.; Vallez, N.; Salido, J.

Save

Research Directions