Publicacions (64) Publicacions de María Vico Pascual Martínez-Losa

2024

  1. Analysing semi-supervised learning for image classification using compact networks in the biomedical context

    Soft Computing, Vol. 28, Núm. 15-16, pp. 8931-8943

  2. Deep style transfer to deal with the domain shift problem on spheroid segmentation

    Neurocomputing, Vol. 569

  3. Semi-supervised Learning Methods for Semantic Segmentation of Polyps

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

2023

  1. Binary and multi-class automated detection of age-related macular degeneration using convolutional- and transformer-based architectures

    Computer Methods and Programs in Biomedicine, Vol. 229

  2. MicrogliaJ: An Automatic Tool for Microglial Cell Detection and Segmentation

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

  3. Semi-Supervised Semantic Segmentation for Identification of Irrelevant Objects in a Waste Recycling Plant

    Journal of Universal Computer Science, Vol. 29, Núm. 5, pp. 419-431

  4. Text Classification Models for Form Entity Linking

    Lecture Notes in Networks and Systems

2022

  1. Combining Image Processing Techniques, OCR, and OMR for the Digitization of Musical Books

    International Workshop on Document Analysis Systems

  2. Digitalización del libro. "La música en la Catedral de Santo Domingo de la Calzada"

    Zubía, Núm. 40, pp. 177-196

  3. Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context

    [depositado en Arxiv]

  4. Text Classification Models for Form Entity Linking

    15th IAPR International Workshop on Document Analysis Systems (DAS 2022), 22-25 may 2022. Short Paper Booklet

2021

  1. Biomedical image classification made easier thanks to transfer and semi-supervised learning

    Computer Methods and Programs in Biomedicine, Vol. 198

  2. MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images

    Computers in Biology and Medicine, Vol. 136

  3. Neural Style Transfer to deal with the Domain Shift Problem on Glioblastoma Segmentation

    XIX Conference of the Spanish Association for Artificial Intelligence (CAEPIA 20/21) Septiembre 22-24, Málaga, España

  4. SpheroidJ: An Open-Source Set of Tools for Spheroid Segmentation

    Computer Methods and Programs in Biomedicine, Vol. 200

  5. Towards Combining Object Detection and Text Classification Models for Form Entity Recognition

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

  6. Towards Document Entity Recognition using Close Domain Transfer Learning.

    XIX Conference of the Spanish Association for Artificial Intelligence (CAEPIA 20/21) Septiembre 22-24, Málaga, España

  7. UFOD: An AutoML framework for the construction, comparison, and combination of object detection models

    Pattern Recognition Letters, Vol. 145, pp. 135-140

2020

  1. DeepCompareJ: Comparing Image Classification Models

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

  2. FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques

    IEEE Access, Vol. 8, pp. 53443-53455