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Adrián Colomer
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2020 – today
- 2024
- [j25]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: 103022 (2024) - [i17]Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo:
Attention to detail: inter-resolution knowledge distillation. CoRR abs/2401.06010 (2024) - [i16]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 abs/2401.08272 (2024) - 2023
- [j24]Zahra Tabatabaei
, Adrián Colomer
, Javier Oliver Moll, Valery Naranjo
:
Toward More Transparent and Accurate Cancer Diagnosis With an Unsupervised CAE Approach. IEEE Access 11: 143387-143401 (2023) - [j23]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: 107695 (2023) - [c34]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: 980-984 - [c33]Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo:
Attention to Detail: Inter-Resolution Knowledge Distillation. EUSIPCO 2023: 985-989 - [c32]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: 1070-1074 - [c31]N. P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Adrián Colomer, Valery Naranjo:
Unsupervised Defect Detection for Infrastructure Inspection. IDEAL 2023: 142-153 - [i15]Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo:
Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading. CoRR abs/2303.11837 (2023) - [i14]Zahra Tabatabaei, Yuandou Wang, Adrián Colomer, Javier Oliver Moll, Zhiming Zhao, Valery Naranjo:
WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval. CoRR abs/2305.03383 (2023) - [i13]Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo:
Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach. CoRR abs/2305.11728 (2023) - [i12]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 abs/2307.07525 (2023) - 2022
- [j22]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: 106895 (2022) - [j21]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: 107012 (2022) - [j20]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): 10243-10255 (2022) - [c30]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: 2291-2295 - [c29]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: 3401-3405 - [c28]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: 64-72 - [c27]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: 491-499 - [c26]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: 1-5 - [c25]Zahra Tabatabaei, Adrián Colomer, Kjersti Engan
, Javier Oliver, Valery Naranjo:
Residual block Convolutional Auto Encoder in Content-Based Medical Image Retrieval. IVMSP 2022: 1-5 - 2021
- [j19]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: 102132 (2021) - [j18]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: 102197 (2021) - [j17]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: 104932 (2021) - [j16]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: 101846 (2021) - [j15]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: 105788 (2021) - [j14]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: 105855 (2021) - [j13]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): 898 (2021) - [j12]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): 925 (2021) - [j11]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): 3094-3104 (2021) - [c24]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: 1271-1275 - [c23]Gabriel García, Adrián Colomer, Rafael Verdú Monedero, Jose Dolz, Valery Naranjo:
A Self-Training Framework for Glaucoma Grading In OCT B-Scans. EUSIPCO 2021: 1281-1285 - [i11]Rocío del Amor, Adrián Colomer, Carlos Monteagudo, Valery Naranjo:
A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation. CoRR abs/2102.09563 (2021) - [i10]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 abs/2104.09878 (2021) - [i9]Julio Silva-Rodríguez, Adrián Colomer, José Dolz, Valery Naranjo:
Self-learning for weakly supervised Gleason grading of local patterns. CoRR abs/2105.10420 (2021) - [i8]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 abs/2105.10445 (2021) - [i7]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 abs/2105.10490 (2021) - [i6]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 abs/2105.10556 (2021) - [i5]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 abs/2106.13551 (2021) - [i4]Gabriel García, Anna Esteve, Adrián Colomer, David Ramos, Valery Naranjo:
A Novel Self-Learning Framework for Bladder Cancer Grading Using Histopathological Images. CoRR abs/2106.13559 (2021) - [i3]Gabriel García, Adrián Colomer, Rafael Verdú Monedero, José Dolz, Valery Naranjo:
A self-training framework for glaucoma grading in OCT B-scans. CoRR abs/2111.11771 (2021) - 2020
- [j10]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: 105637 (2020) - [j9]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): 1005 (2020) - [j8]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): 1380-1391 (2020) - [c22]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: 2501-2505 - [c21]Gabriel García, Rocío del Amor
, Adrián Colomer, Valery Naranjo:
Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks. ICIP 2020: 2526-2530 - [c20]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: 1-8 - [c19]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: 148-155 - [c18]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: 156-164 - [i2]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 abs/2005.11368 (2020) - [i1]Gabriel García, Rocío del Amor, Adrián Colomer
, Valery Naranjo:
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks. CoRR abs/2006.00027 (2020)
2010 – 2019
- 2019
- [j7]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: 303-317 (2019) - [j6]José Gabriel García
, Adrián Colomer
, Valery Naranjo
:
First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning. Entropy 21(4): 356 (2019) - [j5]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): 2211-2218 (2019) - [c17]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: 1-5 - [c16]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: 1-5 - [c15]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: 1-5 - [c14]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: 39-46 - [c13]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: 105-113 - [c12]Reinier Noorda, Andrea Nevárez, Adrián Colomer
, Valery Naranjo, Vicente Pons Beltrán:
Automatic Detection of Intestinal Content to Evaluate Visibility in Capsule Endoscopy. ISMICT 2019: 1-6 - 2018
- [j4]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: 341-353 (2018) - [c11]Adrián Colomer
, Pablo Ruiz
, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
:
Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes. ICIAR 2018: 639-649 - [c10]Ángel E. Esteban, Adrián Colomer
, Valery Naranjo, María Á. Sales:
Granulometry-Based Descriptor for Pathological Tissue Discrimination in Histopathological Images. ICIP 2018: 1413-1417 - [c9]Cristiana Silva, Adrián Colomer
, Valery Naranjo:
Deep Learning-Based Approach for the Semantic Segmentation of Bright Retinal Damage. IDEAL (1) 2018: 164-173 - [c8]Joana Pereira, Adrián Colomer
, Valery Naranjo:
Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images. IDEAL (1) 2018: 174-183 - [c7]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: 224-232 - [c6]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: 642-650 - 2017
- [j3]Adrián Colomer
, Valery Naranjo
, Kjersti Engan
, Karl Skretting:
Assessment of sparse-based inpainting for retinal vessel removal. Signal Process. Image Commun. 59: 73-82 (2017) - [j2]Sandra Morales
, Kjersti Engan
, Valery Naranjo
, Adrián Colomer
:
Retinal Disease Screening Through Local Binary Patterns. IEEE J. Biomed. Health Informatics 21(1): 184-192 (2017) - [c5]Adrián Colomer
, Valery Naranjo, Jesús Angulo:
Colour normalization of fundus images based on geometric transformations applied to their chromatic histogram. ICIP 2017: 3135-3139 - 2016
- [j1]Adrián Colomer Granero
, Félix Fuentes-Hurtado
, Valery Naranjo Ornedo
, Jaime Guixeres Provinciale
, José M. Ausín, Mariano Alcañiz Raya
:
A Comparison of Physiological Signal Analysis Techniques and Classifiers for Automatic Emotional Evaluation of Audiovisual Contents. Frontiers Comput. Neurosci. 10: 74 (2016) - 2015
- [c4]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: 145-149 - [c3]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: 4838-4842 - [c2]Sandra Morales
, Valery Naranjo
, Adrián Colomer
, Mariano Alcañiz Raya
:
Significant point characterization in fundus images. IPTA 2015: 331-336 - [c1]Adrián Colomer
, Valery Naranjo
, Kjersti Engan
, Karl Skretting:
Retinal vessel inpainting using recursive least square dictionary learning algorithm. IPTA 2015: 429-433
Coauthor Index
aka: José Gabriel García
aka: Valery Naranjo Ornedo
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