PATHOLOGY
Department
Valery
Naranjo Ornedo
Publications by the researcher in collaboration with Valery Naranjo Ornedo (11)
2024
-
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
-
A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models
Scientific Data
-
Deep Learning for Skin Melanocytic Tumors in Whole-Slide Images: A Systematic Review
Cancers, Vol. 15, Núm. 1
-
Federating Medical Deep Learning Models from Private Jupyter Notebooks to Distributed Institutions
Applied Sciences (Switzerland), Vol. 13, Núm. 2
2022
-
A SELF-TRAINING WEAKLY-SUPERVISED FRAMEWORK FOR PATHOLOGIST-LIKE HISTOPATHOLOGICAL IMAGE ANALYSIS
Proceedings - International Conference on Image Processing, ICIP
-
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
-
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)
-
Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data
IVMSP 2022 - 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop
2021
-
A DEEP EMBEDDED FRAMEWORK FOR SPITZOID NEOPLASM CLASSIFICATION USING DNA METHYLATION DATA
European Signal Processing Conference
-
A novel self-learning framework for bladder cancer grading using histopathological images
Computers in Biology and Medicine, Vol. 138
-
An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images
Artificial Intelligence in Medicine, Vol. 121