Publications by the researcher in collaboration with EVA MARIA LORENZO IGLESIAS (27)

2024

  1. Improving Generation and Evaluation of Long Image Sequences for Embryo Development Prediction

    Electronics (Switzerland), Vol. 13, Núm. 3

  2. Temporal Development GAN (TD-GAN): Crafting More Accurate Image Sequences of Biological Development

    Information (Switzerland), Vol. 15, Núm. 1

2023

  1. A survey on deep learning applied to medical images: from simple artificial neural networks to generative models

    Neural Computing and Applications, Vol. 35, Núm. 3, pp. 2291-2323

  2. GoldenDOT: Biological Development Time-Lapse Video Dataset

    Zenodo

  3. GoldenDOT: Biological Development Time-Lapse Video Dataset

    Zenodo

  4. SS-GoldenDOT: Semantic Segmentation for Mold Development

    Zenodo

  5. SS-GoldenDOT: Semantic Segmentation for Mold Development

    Zenodo

  6. Study on Synthetic Video Generation of Embryo Development

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  7. To Enhance Full-Text Biomedical Document Classification Through Semantic Enrichment

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2022

  1. A Novel Multi-View Ensemble Learning Architecture to Improve the Structured Text Classification

    Information (Switzerland), Vol. 13, Núm. 6

  2. Improving Short Query Representation in LDA Based Information Retrieval Systems

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. MobyDeep: A lightweight CNN architecture to configure models for text classification

    Knowledge-Based Systems, Vol. 257

2021

  1. A query expansion method using multinomial naive bayes

    Applied Sciences (Switzerland), Vol. 11, Núm. 21

  2. Classification of full text biomedical documents: Sections importance assessment

    Applied Sciences (Switzerland), Vol. 11, Núm. 6

2020

  1. An HMM-based synthetic view generator to improve the efficiency of ensemble systems

    Logic Journal of the IGPL, Vol. 28, Núm. 1, pp. 4-18

  2. LDA filter: A Latent Dirichlet Allocation preprocess method for Weka

    PLoS ONE, Vol. 15, Núm. 11 November

2019

  1. Comparative Study of Feature Selection Methods for Medical Full Text Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018

  1. LearnSec: A framework for full text analysis

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2016

  1. An HMM-based multi-view co-training framework for single-view text corpora

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. An HMM-based text classifier less sensitive to document management problems

    Current Bioinformatics, Vol. 11, Núm. 5, pp. 503-514