Publications dans lesquelles il/elle collabore avec Valery Naranjo Ornedo (15)

2024

  1. Advancing Content-Based Histopathological Image Retrieval Pre-Processing: A Comparative Analysis of the Effects of Color Normalization Techniques

    Applied Sciences (Switzerland), Vol. 14, Núm. 5

  2. CR-AI4SkIN dataset

    Zenodo

  3. CR-AI4SkIN dataset

    Zenodo

  4. Domain Adaptation for Unsupervised Cancer Detection: An Application for Skin Whole Slides Images from an Interhospital Dataset

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

2023

  1. Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset

    Artificial Intelligence in Medicine, Vol. 145

2022

  1. Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning

    IEEE Access, Vol. 10, pp. 9763-9773

  2. Proportion constrained weakly supervised histopathology image classification

    Computers in Biology and Medicine, Vol. 147

2021

  1. Blind color deconvolution, normalization, and classification of histological images using general super Gaussian priors and Bayesian inference

    Computer Methods and Programs in Biomedicine, Vol. 211

  2. Fully automatic blind color deconvolution of histological images using super gaussians

    European Signal Processing Conference

2020

  1. A TV-based image processing framework for blind color deconvolution and classification of histological images

    Digital Signal Processing: A Review Journal, Vol. 101

  2. Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection

    Computer Methods and Programs in Biomedicine, Vol. 195

  3. Super Gaussian Priors for Blind Color Deconvolution of Histological Images

    Proceedings - International Conference on Image Processing, ICIP

2019

  1. A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes

    Computer Methods and Programs in Biomedicine, Vol. 178, pp. 303-317

  2. Classifying prostate histological images using deep Gaussian processes on a new optical density granulometry-based descriptor

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

2018

  1. Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes

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