Publicaciones en las que colabora con Valery Naranjo Ornedo (11)

2024

  1. Histological interpretation of spitzoid tumours: an extensive machine learning-based concordance analysis for improving decision making

    Histopathology, Vol. 85, Núm. 1, pp. 155-170

2023

  1. A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models

    Scientific Data

  2. Deep Learning for Skin Melanocytic Tumors in Whole-Slide Images: A Systematic Review

    Cancers, Vol. 15, Núm. 1

  3. Federating Medical Deep Learning Models from Private Jupyter Notebooks to Distributed Institutions

    Applied Sciences (Switzerland), Vol. 13, Núm. 2

2022

  1. A SELF-TRAINING WEAKLY-SUPERVISED FRAMEWORK FOR PATHOLOGIST-LIKE HISTOPATHOLOGICAL IMAGE ANALYSIS

    Proceedings - International Conference on Image Processing, ICIP

  2. A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation

    Neural Computing and Applications, Vol. 34, Núm. 13, pp. 10243-10255

  3. Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis

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

  4. Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data

    IVMSP 2022 - 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop

2021

  1. A DEEP EMBEDDED FRAMEWORK FOR SPITZOID NEOPLASM CLASSIFICATION USING DNA METHYLATION DATA

    European Signal Processing Conference

  2. A novel self-learning framework for bladder cancer grading using histopathological images

    Computers in Biology and Medicine, Vol. 138

  3. An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images

    Artificial Intelligence in Medicine, Vol. 121