Publications by authors named "Adrian Colomer"

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The puzzling Spitz tumours: is artificial intelligence the key to their understanding?
Laëtitia Launet, Adrián Colomer, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo

Histopathology· October 2025

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Enhancing Image Retrieval Performance With Generative Models in Siamese Networks.
Alejandro Golfe, Adrian Colomer, Jose Prades, Valery Naranjo

IEEE J Biomed Health Inform· July 2025

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HistoColAi: An open-source web platform for collaborative digital histology image annotation with AI-driven predictive integration.
Cristian Camilo Pulgarín-Ospina, Rocío Del Amor, Julio José Silva-Rodríguez, Adrián Colomer, Valery Naranjo

Comput Methods Programs Biomed· March 2025

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Histological interpretation of spitzoid tumours: an extensive machine learning-based concordance analysis for improving decision making.
Andrés Mosquera-Zamudio, Laëtitia Launet, Adrián Colomer, Katharina Wiedemeyer, Juan C López-Takegami

Histopathology· July 2024

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ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis.
Alejandro Golfe, Rocío Del Amor, Adrián Colomer, María A Sales, Liria Terradez

Comput Methods Programs Biomed· October 2023

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A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models.
Andrés Mosquera-Zamudio, Laëtitia Launet, Rocío Del Amor, Anaïs Moscardó, Adrián Colomer

Sci Data· October 2023

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Improving the quality of image generation in art with top-k training and cyclic generative methods.
Laura Vela, Félix Fuentes-Hurtado, Adrián Colomer

Sci Rep· October 2023

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WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval.
Zahra Tabatabaei, Yuandou Wang, Adrián Colomer, Javier Oliver Moll, Zhiming Zhao

Bioengineering (Basel)· September 2023

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Deep learning system for classification of ploidy status using time-lapse videos.
Elena Paya, Cristian Pulgarín, Lorena Bori, Adrián Colomer, Valery Naranjo

F S Sci· August 2023

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Deep Learning for Skin Melanocytic Tumors in Whole-Slide Images: A Systematic Review.
Andrés Mosquera-Zamudio, Laëtitia Launet, Zahra Tabatabaei, Rafael Parra-Medina, Adrián Colomer

Cancers (Basel)· December 2022

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Constrained multiple instance learning for ulcerative colitis prediction using histological images.
Rocío Del Amor, Pablo Meseguer, Tommaso Lorenzo Parigi, Vincenzo Villanacci, Adrián Colomer

Comput Methods Programs Biomed· September 2022

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Automatic characterization of human embryos at day 4 post-insemination from time-lapse imaging using supervised contrastive learning and inductive transfer learning techniques.
Elena Payá, Lorena Bori, Adrián Colomer, Marcos Meseguer, Valery Naranjo

Comput Methods Programs Biomed· June 2022

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A novel self-learning framework for bladder cancer grading using histopathological images.
Gabriel García, Anna Esteve, Adrián Colomer, David Ramos, Valery Naranjo

Comput Biol Med· November 2021

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An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images.
Rocío Del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio

Artif Intell Med· November 2021

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Self-Learning for Weakly Supervised Gleason Grading of Local Patterns.
Julio Silva-Rodriguez, Adrian Colomer, Jose Dolz, Valery Naranjo

IEEE J Biomed Health Inform· August 2021

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Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks.
Gabriel García, Rocío Del Amor, Adrián Colomer, Rafael Verdú-Monedero, Juan Morales-Sánchez

Artif Intell Med· August 2021

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Supervised Domain Adaptation for Automated Semantic Segmentation of the Atrial Cavity.
Marta Saiz-Vivó, Adrián Colomer, Carles Fonfría, Luis Martí-Bonmatí, Valery Naranjo

Entropy (Basel)· July 2021

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Glaucoma Detection from Raw SD-OCT Volumes: A Novel Approach Focused on Spatial Dependencies.
Gabriel García, Adrián Colomer, Valery Naranjo

Comput Methods Programs Biomed· March 2021

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WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images.
Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo

Comput Med Imaging Graph· March 2021

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Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks.
Sandra Morales, Adrián Colomer, José M Mossi, Rocío Del Amor, David Woldbye

Comput Methods Programs Biomed· January 2021

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Video-Based System for Automatic Measurement of Barbell Velocity in Back Squat.
Basilio Pueo, Jose J Lopez, Jose M Mossi, Adrian Colomer, Jose M Jimenez-Olmedo

Sensors (Basel)· January 2021

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Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection.
Julio Silva-Rodríguez, Adrián Colomer, María A Sales, Rafael Molina, Valery Naranjo

Comput Methods Programs Biomed· October 2020

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Automatic evaluation of degree of cleanliness in capsule endoscopy based on a novel CNN architecture.
Reinier Noorda, Andrea Nevárez, Adrián Colomer, Vicente Pons Beltrán, Valery Naranjo

Sci Rep· October 2020

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Automatic Segmentation of Epidermis and Hair Follicles in Optical Coherence Tomography Images of Normal Skin by Convolutional Neural Networks.
Rocío Del Amor, Sandra Morales, Adrián Colomer, Mette Mogensen, Mikkel Jensen

Front Med (Lausanne)· June 2020

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Detection of Early Signs of Diabetic Retinopathy Based on Textural and Morphological Information in Fundus Images.
Adrián Colomer, Jorge Igual, Valery Naranjo

Sensors (Basel)· February 2020

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