Adrián Colomer

86 papers B 8C 3Journal 47Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Transparent Search-Based Framework for Skin and Breast Cancer Diagnosis Using Siamese Networks. IEEE Access Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
2025	—	`conf`	BlastDiffusion: A Latent Diffusion Model for Generating Synthetic Embryo Images to Address Data Scarcity in In Vitro Fertilization. MIUA (1) Alejandro Golfe, Natalia P. García-de-la-Puente, Adrián Colomer, Valery Naranjo
2025	J	`jnl`	CLAV: clustering latent vector aggregation for whole slide image retrieval leveraging foundation models. Knowl. Based Syst. Alejandro Golfe, Pablo Meseguer, Valery Naranjo, Adrián Colomer
2025	—	`conf`	Defect Segmentation in OCT Scans of Ceramic Parts for Non-destructive Inspection Using Deep Learning. IDEAL (2) Andrés Laveda-Martínez, Natalia P. García-de-la-Puente, Fernando García-Torres, Niels Møller Israelsen, Ole Bang, Dominik Brouczek, Niels Benson, Adrián Colomer, Valery Naranjo
2025	J	`jnl`	Defect Segmentation in OCT scans of ceramic parts for non-destructive inspection using deep learning. CoRR Andrés Laveda-Martínez, Natalia P. García-de-la-Puente, Fernando García-Torres, Niels Møller Israelsen, Ole Bang, Dominik Brouczek, Niels Benson, Adrián Colomer, Valery Naranjo
2025	J	`jnl`	Enhancing Image Retrieval Performance With Generative Models in Siamese Networks. IEEE J. Biomed. Health Informatics Alejandro Golfe, Adrián Colomer, José Prades, Valery Naranjo
2025	J	`jnl`	HistoColAi: An open-source web platform for collaborative digital histology image annotation with AI-driven predictive integration. Comput. Methods Programs Biomed. Cristian Camilo Pulgarín-Ospina, Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
2024	J	`jnl`	Attention to detail: inter-resolution knowledge distillation. CoRR Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
2024	J	`jnl`	Choosing only the best voice imitators: Top-K many-to-many voice conversion with StarGAN. Speech Commun. Claudio Fernandez-Martín, Adrián Colomer, Claudio Panariello, Valery Naranjo
2024	—	`conf`	Foundation Models for Slide-Level Cancer Subtyping in Digital Pathology. DSA ISC (2) Pablo Meseguer, Rocío del Amor, Adrián Colomer, Valery Naranjo
2024	J	`jnl`	Foundation Models for Slide-level Cancer Subtyping in Digital Pathology. CoRR Pablo Meseguer, Rocío del Amor, Adrián Colomer, Valery Naranjo
2024	—	`conf`	Leveraging Synthetic Samples for Boosting CBIR Performance in Prostate Cancer Diagnosis. DSA ISC (2) Alejandro Golfe, Adrián Colomer, José Prades, Valery Naranjo
2024	B	`conf`	Optimizing Deep Learning Models for Edge Computing in Histopathology: Bridging the Gap to Clinical Practice. KES Cristian Pulgarín-Ospina, Laëtitia Launet, Adrián Colomer, Valery Naranjo
2024	J	`jnl`	Siamese Content-based Search Engine for a More Transparent Skin and Breast Cancer Diagnosis through Histological Imaging. CoRR Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
2023	—	`conf`	Attention to Detail: Inter-Resolution Knowledge Distillation. EUSIPCO Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
2023	J	`jnl`	HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration. CoRR Cristian Camilo Pulgarín-Ospina, Rocío del Amor, Adrián Colomer, Julio Silva-Rodríguez, Valery Naranjo
2023	J	`jnl`	ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis. Comput. Methods Programs Biomed. Alejandro Golfe, Rocío del Amor, Adrián Colomer, María Á. Sales, Liria Terradez, Valery Naranjo
2023	—	`conf`	Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading. EUSIPCO Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo
2023	J	`jnl`	Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading. CoRR Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo
2023	J	`jnl`	Toward More Transparent and Accurate Cancer Diagnosis With an Unsupervised CAE Approach. IEEE Access Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
2023	J	`jnl`	Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach. CoRR Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
2023	—	`conf`	Towards the On-Demand Whole Slide Image Generation: Prostate Patch Synthesis Through a Conditional Progressive Growing GAN. EUSIPCO Alejandro Golfe, Rocío del Amor, Adrián Colomer, María Á. Sales, Liria Terradez, Valery Naranjo
2023	C	`conf`	Unsupervised Defect Detection for Infrastructure Inspection. IDEAL Natalia P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Adrián Colomer, Valery Naranjo
2023	J	`jnl`	WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval. CoRR Zahra Tabatabaei, Yuandou Wang, Adrián Colomer, Javier Oliver Moll, Zhiming Zhao, Valery Naranjo
2022	B	`conf`	A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images. ICIP Rocío del Amor, Adrián Colomer, Sandra Morales, Cristian Pulgarín-Ospina, Liria Terradez, José Aneiros-Fernández, Valery Naranjo
2022	B	`conf`	A Self-Training Weakly-Supervised Framework for Pathologist-Like Histopathological Image Analysis. ICIP Laëtitia Launet, Adrián Colomer, Andrés Mosquera-Zamudio, Anaïs Moscardó, Carlos Monteagudo, Valery Naranjo
2022	J	`jnl`	A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation. Neural Comput. Appl. Rocío del Amor, Adrián Colomer, Carlos Monteagudo, Valery Naranjo
2022	J	`jnl`	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. Elena Payá-Bosch, Lorena Bori, Adrián Colomer, Marcos Meseguer, Valery Naranjo
2022	J	`jnl`	Constrained multiple instance learning for ulcerative colitis prediction using histological images. Comput. Methods Programs Biomed. 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
2022	C	`conf`	Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis. IDEAL Laëtitia Launet, Rocío del Amor, Adrián Colomer, Andrés Mosquera-Zamudio, Anaïs Moscardó, Carlos Monteagudo, Zhiming Zhao, Valery Naranjo
2022	C	`conf`	Go-Around Prediction in Non-Stabilized Approach Scenarios Through a Regression Machine-Learning Model Trained from Pilots' Expertise. IDEAL Jesús Cantero, Adrián Colomer, Laëtitia Launet, Alexandre Duchevet, Théo de la Hogue, Jean-Paul Imbert, Valery Naranjo
2022	—	`conf`	Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data. IVMSP Rocío del Amor, Francisco Javier Curieses, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
2022	—	`conf`	Residual block Convolutional Auto Encoder in Content-Based Medical Image Retrieval. IVMSP Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo
2021	—	`conf`	A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data. EUSIPCO Rocío del Amor, Adrián Colomer, Carlos Monteagudo, María José Garzón, José Luis García-Giménez, Valery Naranjo
2021	J	`jnl`	A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation. CoRR Rocío del Amor, Adrián Colomer, Carlos Monteagudo, Valery Naranjo
2021	J	`jnl`	A Novel Self-Learning Framework for Bladder Cancer Grading Using Histopathological Images. CoRR Gabriel García, Anna Esteve, Adrián Colomer, David Ramos, Valery Naranjo
2021	—	`conf`	A Self-Training Framework for Glaucoma Grading In OCT B-Scans. EUSIPCO Gabriel García, Adrián Colomer, Rafael Verdú Monedero, Jose Dolz, Valery Naranjo
2021	J	`jnl`	A novel self-learning framework for bladder cancer grading using histopathological images. Comput. Biol. Medicine Gabriel García, Anna Esteve, Adrián Colomer, David Ramos, Valery Naranjo
2021	J	`jnl`	A self-training framework for glaucoma grading in OCT B-scans. CoRR Gabriel García, Adrián Colomer, Rafael Verdú Monedero, José Dolz, Valery Naranjo
2021	J	`jnl`	An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI. CoRR Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
2021	J	`jnl`	An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images. Artif. Intell. Medicine Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
2021	J	`jnl`	Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using Tailored Prototypical Neural Networks. CoRR Gabriel García, Rocío del Amor, Adrián Colomer, Rafael Verdú Monedero, Juan Morales-Sánchez, Valery Naranjo
2021	J	`jnl`	Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks. Artif. Intell. Medicine Gabriel García, Rocío del Amor, Adrián Colomer, Rafael Verdú Monedero, Juan Morales-Sánchez, Valery Naranjo
2021	J	`jnl`	Glaucoma Detection from Raw SD-OCT Volumes: A Novel Approach Focused on Spatial Dependencies. Comput. Methods Programs Biomed. Gabriel García, Adrián Colomer, Valery Naranjo
2021	J	`jnl`	Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection. CoRR Julio Silva-Rodríguez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
2021	J	`jnl`	Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net. CoRR Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo
2021	J	`jnl`	Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks. Comput. Methods Programs Biomed. Sandra Morales, Adrián Colomer, José Manuel Mossi, Rocío del Amor, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
2021	J	`jnl`	Self-Learning for Weakly Supervised Gleason Grading of Local Patterns. IEEE J. Biomed. Health Informatics Julio Silva-Rodríguez, Adrián Colomer, Jose Dolz, Valery Naranjo
2021	J	`jnl`	Self-learning for weakly supervised Gleason grading of local patterns. CoRR Julio Silva-Rodríguez, Adrián Colomer, José Dolz, Valery Naranjo
2021	J	`jnl`	Supervised Domain Adaptation for Automated Semantic Segmentation of the Atrial Cavity. Entropy Marta Saiz-Vivó, Adrián Colomer, Carles Fonfría, Luis Martí-Bonmatí, Valery Naranjo
2021	J	`jnl`	Video-Based System for Automatic Measurement of Barbell Velocity in Back Squat. Sensors Basilio Pueo, José J. López, José Manuel Mossi, Adrián Colomer, Jose M. Jimenez-Olmedo
2021	J	`jnl`	WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images. CoRR Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
2021	J	`jnl`	WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images. Comput. Medical Imaging Graph. Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
2020	J	`jnl`	A Multi-Organ Nucleus Segmentation Challenge. IEEE Trans. Medical Imaging 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
2020	—	`conf`	Analysis of Hand-Crafted and Automatic-Learned Features for Glaucoma Detection Through Raw Circumpapillary OCT Images. IDEAL (2) Gabriel García, Adrián Colomer, Valery Naranjo
2020	—	`conf`	Deep Learning in Aeronautics: Air Traffic Trajectory Classification Based on Weather Reports. IDEAL (2) Néstor Jiménez-Campfens, Adrián Colomer, Javier Núñez, Juan M. Mogollón, Antonio L. Rodríguez, Valery Naranjo
2020	J	`jnl`	Detection of Early Signs of Diabetic Retinopathy Based on Textural and Morphological Information in Fundus Images. Sensors Adrián Colomer, Jorge Igual, Valery Naranjo
2020	J	`jnl`	Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks. CoRR Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo
2020	B	`conf`	Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks. ICIP Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo
2020	B	`conf`	Gleason Grading of Histology Prostate Images Through Semantic Segmentation via Residual U-Net. ICIP Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo
2020	J	`jnl`	Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net. CoRR Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo
2020	J	`jnl`	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. Julio Silva-Rodríguez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
2020	—	`conf`	Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET. IDEAL (1) Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo
2019	J	`jnl`	A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes. Comput. Methods Programs Biomed. Ángel E. Esteban, Miguel López-Pérez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
2019	—	`conf`	Automatic Detection of Intestinal Content to Evaluate Visibility in Capsule Endoscopy. ISMICT Reinier Noorda, Andrea Nevárez, Adrián Colomer, Valery Naranjo, Vicente Pons Beltrán
2019	—	`conf`	Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor. IDEAL (1) Miguel López-Pérez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
2019	—	`conf`	Computer Aid-System to Identify the First Stage of Prostate Cancer Through Deep-Learning Techniques. EUSIPCO José Gabriel García, Adrián Colomer, Fernando López-Mir, José Manuel Mossi, Valery Naranjo
2019	—	`conf`	Design and Development of an Automatic Blood Detection System for Capsule Endoscopy Images. IDEAL (2) Pedro Pons, Reinier Noorda, Andrea Nevárez, Adrián Colomer, Vicente Pons Beltrán, Valery Naranjo
2019	J	`jnl`	First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning. Entropy José Gabriel García, Adrián Colomer, Valery Naranjo
2019	—	`conf`	Predicting the Success of Blastocyst Implantation from Morphokinetic Parameters Estimated through CNNs and Sum of Absolute Differences. EUSIPCO Julio Silva-Rodríguez, Adrián Colomer, Marcos Meseguer, Valery Naranjo
2019	J	`jnl`	Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment. IEEE Trans. Medical Imaging Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
2019	—	`conf`	Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT images. EUSIPCO Rocío del Amor, Sandra Morales, Adrián Colomer, José Manuel Mossi, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
2018	—	`conf`	Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images. IDEAL (1) Joana Pereira, Adrián Colomer, Valery Naranjo
2018	—	`conf`	Deep Learning-Based Approach for the Semantic Segmentation of Bright Retinal Damage. IDEAL (1) Cristiana Silva, Adrián Colomer, Valery Naranjo
2018	J	`jnl`	Evaluation of fractal dimension effectiveness for damage detection in retinal background. J. Comput. Appl. Math. Adrián Colomer, Valery Naranjo, Thomas Janvier, José Manuel Mossi
2018	B	`conf`	Granulometry-Based Descriptor for Pathological Tissue Discrimination in Histopathological Images. ICIP Ángel E. Esteban, Adrián Colomer, Valery Naranjo, María Á. Sales
2018	—	`conf`	Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes. ICIAR Adrián Colomer, Pablo Ruiz, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2018	—	`conf`	Identification of Individual Glandular Regions Using LCWT and Machine Learning Techniques. IDEAL (1) José Gabriel García, Adrián Colomer, Valery Naranjo, Francisco Peñaranda, María Á. Sales
2018	—	`conf`	Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models. IDEAL (1) Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
2017	J	`jnl`	Assessment of sparse-based inpainting for retinal vessel removal. Signal Process. Image Commun. Adrián Colomer, Valery Naranjo, Kjersti Engan, Karl Skretting
2017	B	`conf`	Colour normalization of fundus images based on geometric transformations applied to their chromatic histogram. ICIP Adrián Colomer, Valery Naranjo, Jesús Angulo
2017	J	`jnl`	Retinal Disease Screening Through Local Binary Patterns. IEEE J. Biomed. Health Informatics Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer
2015	—	`conf`	Brain Activity Quantification for Sport Audiovisual Content Visualization using EEG. BIOSIGNALS Adrián Colomer, Valery Naranjo, Jaime Guixeres, Juan Carlos Rojas, Javier Coret, Mariano Alcañiz Raya
2015	B	`conf`	Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests. ICIP Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer
2015	—	`conf`	Retinal vessel inpainting using recursive least square dictionary learning algorithm. IPTA Adrián Colomer, Valery Naranjo, Kjersti Engan, Karl Skretting
2015	—	`conf`	Significant point characterization in fundus images. IPTA Sandra Morales, Valery Naranjo, Adrián Colomer, Mariano Alcañiz Raya