Adrián Colomer

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 75

Top Topics

Prostate Cancer

Gaussian Processes

Top Venues

Comput. Methods Programs Biomed.

Publications

Claudio Fernandez-Martín, Adrián Colomer, Claudio Panariello, Valery Naranjo
Choosing only the best voice imitators: Top-K many-to-many voice conversion with StarGAN. Speech Commun. 156 (2024)
Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
Attention to detail: inter-resolution knowledge distillation. CoRR (2024)
Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
Siamese Content-based Search Engine for a More Transparent Skin and Breast Cancer Diagnosis through Histological Imaging. CoRR (2024)
Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo
Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading. CoRR (2023)
Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach. CoRR (2023)
Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
Attention to Detail: Inter-Resolution Knowledge Distillation. EUSIPCO (2023)
Cristian Camilo Pulgarín-Ospina, Rocío del Amor, Adrián Colomer, Julio Silva-Rodríguez, Valery Naranjo
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration. CoRR (2023)
Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo
Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading. EUSIPCO (2023)
Alejandro Golfe, Rocío del Amor, Adrián Colomer, María Á. Sales, Liria Terradez, Valery Naranjo
ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis. Comput. Methods Programs Biomed. 240 (2023)
Zahra Tabatabaei, Yuandou Wang, Adrián Colomer, Javier Oliver Moll, Zhiming Zhao, Valery Naranjo
WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval. CoRR (2023)
Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
Toward More Transparent and Accurate Cancer Diagnosis With an Unsupervised CAE Approach. IEEE Access 11 (2023)
Alejandro Golfe, Rocío del Amor, Adrián Colomer, María Á. Sales, Liria Terradez, Valery Naranjo
Towards the On-Demand Whole Slide Image Generation: Prostate Patch Synthesis Through a Conditional Progressive Growing GAN. EUSIPCO (2023)
N. P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Adrián Colomer, Valery Naranjo
Unsupervised Defect Detection for Infrastructure Inspection. IDEAL (2023)
Rocío del Amor, Adrián Colomer, Carlos Monteagudo, Valery Naranjo
A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation. Neural Comput. Appl. 34 (13) (2022)
Rocío del Amor, Pablo Meseguer, Tommaso Lorenzo Parigi, Vincenzo Villanacci, Adrián Colomer, Laëtitia Launet, Alina Bazarova, Gian Eugenio Tontini, Raf Bisschops, Gert de Hertogh, Jose G. Ferraz, Martin Götz, Xianyong Gui, Bu'Hussain Hayee, Mark Lazarev, Remo Panaccione, Adolfo Parra-Blanco, Pradeep Bhandari, Luca Pastorelli, Timo Rath, Elin Synnøve Røyset, Michael Vieth, Davide Zardo, Enrico Grisan, Subrata Ghosh, Marietta Iacucci, Valery Naranjo
Constrained multiple instance learning for ulcerative colitis prediction using histological images. Comput. Methods Programs Biomed. 224 (2022)
Laëtitia Launet, Adrián Colomer, Andrés Mosquera-Zamudio, Anaïs Moscardó, Carlos Monteagudo, Valery Naranjo
A Self-Training Weakly-Supervised Framework for Pathologist-Like Histopathological Image Analysis. ICIP (2022)
Rocío del Amor, Adrián Colomer, Sandra Morales, Cristian Pulgarín-Ospina, Liria Terradez, José Aneiros-Fernández, Valery Naranjo
A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images. ICIP (2022)
Elena Payá-Bosch, Lorena Bori, Adrián Colomer, Marcos Meseguer, Valery Naranjo
Automatic characterization of human embryos at day 4 post-insemination from time-lapse imaging using supervised contrastive learning and inductive transfer learning techniques. Comput. Methods Programs Biomed. 221 (2022)
Laëtitia Launet, Rocío del Amor, Adrián Colomer, Andrés Mosquera-Zamudio, Anaïs Moscardó, Carlos Monteagudo, Zhiming Zhao, Valery Naranjo
Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis. IDEAL (2022)
Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo
Residual block Convolutional Auto Encoder in Content-Based Medical Image Retrieval. IVMSP (2022)
Jesús Cantero, Adrián Colomer, Laëtitia Launet, Alexandre Duchevet, Théo de la Hogue, Jean-Paul Imbert, Valery Naranjo
Go-Around Prediction in Non-Stabilized Approach Scenarios Through a Regression Machine-Learning Model Trained from Pilots' Expertise. IDEAL (2022)
Rocío del Amor, Francisco Javier Curieses, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data. IVMSP (2022)
Julio Silva-Rodríguez, Adrián Colomer, José Dolz, Valery Naranjo
Self-learning for weakly supervised Gleason grading of local patterns. CoRR (2021)
Gabriel García, Anna Esteve, Adrián Colomer, David Ramos, Valery Naranjo
A Novel Self-Learning Framework for Bladder Cancer Grading Using Histopathological Images. CoRR (2021)
Gabriel García, Rocío del Amor, Adrián Colomer, Rafael Verdú Monedero, Juan Morales-Sánchez, Valery Naranjo
Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using Tailored Prototypical Neural Networks. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, Jose Dolz, Valery Naranjo
Self-Learning for Weakly Supervised Gleason Grading of Local Patterns. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Gabriel García, Adrián Colomer, Rafael Verdú Monedero, José Dolz, Valery Naranjo
A self-training framework for glaucoma grading in OCT B-scans. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images. CoRR (2021)
Gabriel García, Adrián Colomer, Valery Naranjo
Glaucoma Detection from Raw SD-OCT Volumes: A Novel Approach Focused on Spatial Dependencies. Comput. Methods Programs Biomed. 200 (2021)
Rocío del Amor, Adrián Colomer, Carlos Monteagudo, María José Garzón, José Luis García-Giménez, Valery Naranjo
A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data. EUSIPCO (2021)
Marta Saiz-Vivó, Adrián Colomer, Carles Fonfría, Luis Martí-Bonmatí, Valery Naranjo
Supervised Domain Adaptation for Automated Semantic Segmentation of the Atrial Cavity. Entropy 23 (7) (2021)
Gabriel García, Anna Esteve, Adrián Colomer, David Ramos, Valery Naranjo
A novel self-learning framework for bladder cancer grading using histopathological images. Comput. Biol. Medicine 138 (2021)
Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images. Artif. Intell. Medicine 121 (2021)
Basilio Pueo, José J. López, José Manuel Mossi, Adrián Colomer, Jose M. Jimenez-Olmedo
Video-Based System for Automatic Measurement of Barbell Velocity in Back Squat. Sensors 21 (3) (2021)
Gabriel García, Rocío del Amor, Adrián Colomer, Rafael Verdú Monedero, Juan Morales-Sánchez, Valery Naranjo
Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks. Artif. Intell. Medicine 118 (2021)
Sandra Morales, Adrián Colomer, José Manuel Mossi, Rocío del Amor, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks. Comput. Methods Programs Biomed. 198 (2021)
Rocío del Amor, Adrián Colomer, Carlos Monteagudo, Valery Naranjo
A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation. CoRR (2021)
Gabriel García, Adrián Colomer, Rafael Verdú Monedero, Jose Dolz, Valery Naranjo
A Self-Training Framework for Glaucoma Grading In OCT B-Scans. EUSIPCO (2021)
Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo
Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images. Comput. Medical Imaging Graph. 88 (2021)
Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection. Comput. Methods Programs Biomed. 195 (2020)
Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo
Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net. CoRR (2020)
Adrián Colomer, Jorge Igual, Valery Naranjo
Detection of Early Signs of Diabetic Retinopathy Based on Textural and Morphological Information in Fundus Images. Sensors 20 (4) (2020)
Néstor Jiménez-Campfens, Adrián Colomer, Javier Núñez, Juan M. Mogollón, Antonio L. Rodríguez, Valery Naranjo
Deep Learning in Aeronautics: Air Traffic Trajectory Classification Based on Weather Reports. IDEAL (2) (2020)
Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo
Gleason Grading of Histology Prostate Images Through Semantic Segmentation via Residual U-Net. ICIP (2020)
Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi
A Multi-Organ Nucleus Segmentation Challenge. IEEE Trans. Medical Imaging 39 (5) (2020)
Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo
Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET. IDEAL (1) (2020)
Gabriel García, Adrián Colomer, Valery Naranjo
Analysis of Hand-Crafted and Automatic-Learned Features for Glaucoma Detection Through Raw Circumpapillary OCT Images. IDEAL (2) (2020)
Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo
Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks. ICIP (2020)
Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks. CoRR (2020)
Julio Silva-Rodríguez, Adrián Colomer, Marcos Meseguer, Valery Naranjo
Predicting the Success of Blastocyst Implantation from Morphokinetic Parameters Estimated through CNNs and Sum of Absolute Differences. EUSIPCO (2019)
José Gabriel García, Adrián Colomer, Valery Naranjo
First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning. Entropy 21 (4) (2019)
Ángel E. Esteban, Miguel López-Pérez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes. Comput. Methods Programs Biomed. 178 (2019)
Miguel López-Pérez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor. IDEAL (1) (2019)
Rocío del Amor, Sandra Morales, Adrián Colomer, José Manuel Mossi, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT images. EUSIPCO (2019)
Pedro Pons, Reinier Noorda, Andrea Nevárez, Adrián Colomer, Vicente Pons Beltrán, Valery Naranjo
Design and Development of an Automatic Blood Detection System for Capsule Endoscopy Images. IDEAL (2) (2019)
José Gabriel García, Adrián Colomer, Fernando López-Mir, José Manuel Mossi, Valery Naranjo
Computer Aid-System to Identify the First Stage of Prostate Cancer Through Deep-Learning Techniques. EUSIPCO (2019)
Reinier Noorda, Andrea Nevárez, Adrián Colomer, Valery Naranjo, Vicente Pons Beltrán
Automatic Detection of Intestinal Content to Evaluate Visibility in Capsule Endoscopy. ISMICT (2019)
Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment. IEEE Trans. Medical Imaging 38 (9) (2019)
Ángel E. Esteban, Adrián Colomer, Valery Naranjo, María Á. Sales
Granulometry-Based Descriptor for Pathological Tissue Discrimination in Histopathological Images. ICIP (2018)
Adrián Colomer, Valery Naranjo, Thomas Janvier, José Manuel Mossi
Evaluation of fractal dimension effectiveness for damage detection in retinal background. J. Comput. Appl. Math. 337 (2018)
Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models. IDEAL (1) (2018)
Joana Pereira, Adrián Colomer, Valery Naranjo
Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images. IDEAL (1) (2018)
José Gabriel García, Adrián Colomer, Valery Naranjo, Francisco Peñaranda, María Á. Sales
Identification of Individual Glandular Regions Using LCWT and Machine Learning Techniques. IDEAL (1) (2018)
Cristiana Silva, Adrián Colomer, Valery Naranjo
Deep Learning-Based Approach for the Semantic Segmentation of Bright Retinal Damage. IDEAL (1) (2018)
Adrián Colomer, Pablo Ruiz, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes. ICIAR (2018)
Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer
Retinal Disease Screening Through Local Binary Patterns. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Adrián Colomer, Valery Naranjo, Jesús Angulo
Colour normalization of fundus images based on geometric transformations applied to their chromatic histogram. ICIP (2017)
Adrián Colomer, Valery Naranjo, Kjersti Engan, Karl Skretting
Assessment of sparse-based inpainting for retinal vessel removal. Signal Process. Image Commun. 59 (2017)
Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer
Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests. ICIP (2015)
Adrián Colomer, Valery Naranjo, Kjersti Engan, Karl Skretting
Retinal vessel inpainting using recursive least square dictionary learning algorithm. IPTA (2015)
Adrián Colomer, Valery Naranjo, Jaime Guixeres, Juan Carlos Rojas, Javier Coret, Mariano Alcañiz Raya
Brain Activity Quantification for Sport Audiovisual Content Visualization using EEG. BIOSIGNALS (2015)
Sandra Morales, Valery Naranjo, Adrián Colomer, Mariano Alcañiz Raya
Significant point characterization in fundus images. IPTA (2015)