Rocío del Amor

According to our database, Rocío del Amor authored at least 25 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Speech emotion recognition from voice messages recorded in the wild.

Lucía Gómez-Zaragozá, Óscar Valls, Rocío del Amor, María José Castro Bleda, Valery Naranjo, Mariano Alcañiz Raya, Javier Marín-Morales

CoRR, 2024

Emotional Voice Messages (EMOVOME) database: emotion recognition in spontaneous voice messages.

Lucía Gómez-Zaragozá, Rocío del Amor, Elena Parra Vargas, Valery Naranjo, Mariano Alcañiz Raya, Javier Marín-Morales

CoRR, 2024

2023

Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset.

Rocío del Amor, Jose Pérez-Cano, Miguel López-Pérez, Liria Terradez, José Aneiros-Fernández, Sandra Morales, Javier Mateos, Rafael Molina, Valery Naranjo

Artif. Intell. Medicine, November, 2023

ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis.

Alejandro Golfe, Rocío del Amor, Adrián Colomer, María Á. Sales, Liria Terradez, Valery Naranjo

Comput. Methods Programs Biomed., October, 2023

HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration.

Cristian Camilo Pulgarín-Ospina, Rocío del Amor, Adrián Colomer, Julio Silva-Rodríguez, Valery Naranjo

CoRR, 2023

Labeling confidence for uncertainty-aware histology image classification.

Rocío del Amor, Julio Silva-Rodríguez, Valery Naranjo

Comput. Medical Imaging Graph., 2023

Unsupervised Defect Detection for Infrastructure Inspection.

N. P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Adrián Colomer, Valery Naranjo

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Towards the On-Demand Whole Slide Image Generation: Prostate Patch Synthesis Through a Conditional Progressive Growing GAN.

Alejandro Golfe, Rocío del Amor, Adrián Colomer, María Á. Sales, Liria Terradez, Valery Naranjo

Proceedings of the 31st European Signal Processing Conference, 2023

Attention to Detail: Inter-Resolution Knowledge Distillation.

Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo

Proceedings of the 31st European Signal Processing Conference, 2023

2022

A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation.

Rocío del Amor, Adrián Colomer, Carlos Monteagudo, Valery Naranjo

Neural Comput. Appl., 2022

Constrained multiple instance learning for ulcerative colitis prediction using histological images.

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

Comput. Methods Programs Biomed., 2022

Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data.

Rocío del Amor, Francisco Javier Curieses, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo

Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis.

Laëtitia Launet, Rocío del Amor, Adrián Colomer, Andrés Mosquera-Zamudio, Anaïs Moscardó, Carlos Monteagudo, Zhiming Zhao, Valery Naranjo

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images.

Rocío del Amor, Adrián Colomer, Sandra Morales, Cristian Pulgarín-Ospina, Liria Terradez, José Aneiros-Fernández, Valery Naranjo

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Glaucoma Grading VIA Mean Defect Back Propagation From OCT Images.

Elisa Ramírez, Rocío del Amor, Gabriel García, Valery Naranjo

Proceedings of the 30th European Signal Processing Conference, 2022

Conditional Generative Adversarial Networks for Acoustic Echo Cancellation.

Fran Pastor-Naranjo, Rocío del Amor, Julio Silva-Rodríguez, Miguel Ferrer, Gema Piñero, Valery Naranjo

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Automatic Segmentation of the Retinal Nerve Fiber Layer by Means of Mathematical Morphology and Deformable Models in 2D Optical Coherence Tomography Imaging.

Rafael Berenguer-Vidal, Rafael Verdú Monedero, Juan Morales-Sánchez, Inmaculada Sellés-Navarro, Rocío del Amor, Gabriel García, Valery Naranjo

Sensors, 2021

An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI.

Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo

CoRR, 2021

Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks.

Sandra Morales, Adrián Colomer, José Manuel Mossi, Rocío del Amor, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo

Comput. Methods Programs Biomed., 2021

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, Valery Naranjo

Artif. Intell. Medicine, 2021

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, Carlos Monteagudo, Valery Naranjo

Artif. Intell. Medicine, 2021

A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data.

Rocío del Amor, Adrián Colomer, Carlos Monteagudo, María José Garzón, José Luis García-Giménez, Valery Naranjo

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks.

Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo

CoRR, 2020

Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks.

Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT images.

Rocío del Amor, Sandra Morales, Adrián Colomer, José Manuel Mossi, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo

Proceedings of the 27th European Signal Processing Conference, 2019