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Guillermo Iglesias

Observed names: Guillermo Iglesias Hernández, Iglesias Hernández, Guillermo, Iglesias, Guillermo
ORCID: 0000-0001-8733-7148
Observed ORCID: 0000-0001-8733-7148
OpenAlex ID: A5065872637
Data Augmentation techniques in time series domain: a survey and taxonomy
2023 · Guillermo Iglesias, Edgar Talavera, et al. · Neural Computing and Applications · 416
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A survey on GANs for computer vision: Recent research, analysis and taxonomy
2023 · Guillermo Iglesias, Edgar Talavera, et al. · Computer Science Review · 141
The voice of the little giants: Arcellinida testate amoebae in environmental DNA ‐based bioindication, from taxonomy free to haplotypic level
2024 · Rubén González‐Miguéns, Emilio Cano, et al. · Molecular Ecology Resources · 19
Artificial intelligence model for tumoral clinical decision support systems
2024 · Guillermo Iglesias, Edgar Talavera, et al. · Computer Methods and Programs in Biomedicine · 15
A Novel Method to Generate Auto-Labeled Datasets for 3D Vehicle Identification Using a New Contrast Model
2023 · Guillermo S Gutierrez-Cabello, Edgar Talavera, et al. · Applied Sciences · 6
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Improving explanations for medical X-ray diagnosis combining variational autoencoders and adversarial machine learning
2025 · Guillermo Iglesias, Hector Menendez, et al. · Computers in Biology and Medicine · 5
On the Utility of Deep Learning for Model Classification and Parameter Estimation on Complex Diversification Scenarios
2026 · Pablo Gutiérrez de la Peña, Guillermo Iglesias, et al. · Systematic Biology · 3
Search-Based Negative Prompt Optimisation for Text-to-Image Generation
2025 · Guillermo Iglesias, Mar Zamorano, et al. · Lecture notes in computer science · 2
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation
2026 · Iglesias, Guillermo, Bello-Orgaz, Gema, et al. · arXiv (Cornell University) · 1
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Chest X-ray deep learning comparative diagnosis using visual and semantic similarity with variational autoencoders
2026 · Guillermo Iglesias, Edgar Talavera, et al. · Biomedical Signal Processing and Control · 1
A dual stream architecture integrating pathology foundation models for automated tumor region segmentation in Ki-67 assessment
2026 · Freddy Mejia, Guillermo Iglesias, et al. · Scientific Reports
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guillermoih/DSU_Tumor_Segmentation: Version 1.0 - Zenodo repo
2026 · Guillermo Iglesias · Zenodo (CERN European Organization for Nuclear Research)
Data from: On the utility of deep learning for model classification and parameter estimation on complex diversification scenarios
2026 · Gutiérrez de la Peña, Pablo, Iglesias, Guillermo, et al. · Zenodo (CERN European Organization for Nuclear Research)
Data from: On the utility of deep learning for model classification and parameter estimation on complex diversification scenarios
2026 · Gutiérrez de la Peña, Pablo, Iglesias, Guillermo, et al. · Zenodo (CERN European Organization for Nuclear Research)
Scalable deep-learning-based inference of time-varying transmission dynamics from outbreak phylogenies
2026 · Ruopeng Xie, Anna Zhukova, et al. · medRxiv
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Data from: On the utility of deep learning for model classification and parameter estimation on complex diversification scenarios
2026 · Gutiérrez de la Peña, Pablo, Iglesias, Guillermo, et al. · DRYAD
Context-dependent reconfiguration and spatial reorganisation of the miR-199a-5p/XIAP axis in high-grade serous ovarian cancer
2026 · Teresa Muñoz-Galdeano, David Reigada, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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The hidden cost of missing data: How incomplete phylogenies shape conservation priorities in a hyperdiverse Afrotropical plant family
2025 · Aguado-Lara, Ángela, G. Peña, Pablo, et al. · DIGITAL.CSIC (Spanish National Research Council (CSIC))
Advanced Deep Learning Models for Precise Medical Image Analysis and Diagnosis
2025 · Guillermo Iglesias Hernández · UPM Digital Archive (Technical University of Madrid)
Binary Classification Optimisation with AI-Generated Data
2025 · Manuel Jesús Cerezo Mazón, Ricardo Moya García, et al. · Lecture notes in computer science
CómicGAN: Generación de ilustraciones con redes GAN de crecimiento progresivo
2021 · Guillermo Iglesias · Hispana
Procesamiento automático de ilustraciones: Clasificación multi-etiqueta de cómics con Deep Learning
2020 · Guillermo Iglesias · Hispana
Works count: 24
Citation count: 608
H-index: 5
I10-index: 4
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