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 (EUSIPCO, 2019)

Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks. - Gabriel García 001; Rocío del Amor; Adrián Colomer; Valery Naranjo (ICIP, 2020)

Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks. - Gabriel García 001; Rocío del Amor; Adrián Colomer; Valery Naranjo (CoRR, 2020)

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 (EUSIPCO, 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)

Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks. - Gabriel García 001; Rocío del Amor; Adrián Colomer; Rafael Verdú Monedero; Juan Morales-Sánchez; Valery Naranjo (Artif. Intell. Medicine, 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)

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)

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 001; Valery Naranjo (Sensors, 2021)

Conditional Generative Adversarial Networks for Acoustic Echo Cancellation. - Fran Pastor-Naranjo; Rocío del Amor; Julio Silva-Rodríguez; Miguel Ferrer 001; Gema Piñero; Valery Naranjo (EUSIPCO, 2022)

Glaucoma Grading VIA Mean Defect Back Propagation From OCT Images. - Elisa Ramírez; Rocío del Amor; Gabriel García 001; Valery Naranjo (EUSIPCO, 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 (ICIP, 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 (IDEAL, 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 (IVMSP, 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; et al. (Comput. Methods Programs Biomed., 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)

Attention to Detail: Inter-Resolution Knowledge Distillation. - Rocío del Amor; Julio Silva-Rodríguez; Adrián Colomer; Valery Naranjo (EUSIPCO, 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 (EUSIPCO, 2023)

Unsupervised Defect Detection for Infrastructure Inspection. - Natalia P. García-de-la-Puente; Rocío del Amor; Fernando García-Torres; Adrián Colomer; Valery Naranjo (IDEAL, 2023)

Labeling confidence for uncertainty-aware histology image classification. - Rocío del Amor; Julio Silva-Rodríguez; Valery Naranjo (Comput. Medical Imaging Graph., 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., 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 001; Valery Naranjo (Artif. Intell. Medicine, 2023)

Foundation Models for Slide-Level Cancer Subtyping in Digital Pathology. - Pablo Meseguer; Rocío del Amor; Adrián Colomer; Valery Naranjo (DSA ISC (2), 2024)

Refining Multiple Instance Learning with Attention Regularization for Whole Slide Image Classification. - Ilán Carretero; Pablo Meseguer; Rocío del Amor; Valery Naranjo (IDEAL (1), 2024)

Using Diffusion Models for Data Augmentation on Limited Rodent OCT Datasets. - Fernando García-Torres; Rocío del Amor; Sandra Morales-Martínez; Álvaro Barroso; Björn Kemper; Juergen Schnekenburger; Valery Naranjo (IDEAL (1), 2024)

Improving Speech Emotion Recognition: Novel Aggregation Strategies for Self-supervised Features. - Óscar Valls; Fran Pastor-Naranjo; Rocío del Amor; Lucía Gómez-Zaragozá; Javier Marín-Morales; Mariano Alcañiz Raya; Valery Naranjo (IDEAL (1), 2024)

Simultaneous Detection and Conversion Among Endoscopic Enhancement Modalities. - Ujwala Chaudhari; Bisi Bode Kolawole; Giovanni Santacroce; Irene Zanmarchi; Rocío del Amor; Pablo Meseguer; Andrea Buda; Raf Bisschop; Valery Naranjo; Subrata Ghosh; Marietta Iacucci; Enrico Grisan (ISBI, 2024)

Inflammation Detection Using Ensemble Endoscopic Multimodal Assessment in Inflammatory Bowel Disease. - Bisi Bode Kolawole; Ujwala Chaudhari; Giovanni Santacroce; Irene Zammarchi; Rocío del Amor; Pablo Meseguer; Andrea Buda; Raf Bisschops; Valery Naranjo; Subrata Ghosh; Marietta Iacucci; Enrico Grisan (ISBI, 2024)

MICIL: Multiple-Instance Class-Incremental Learning for skin cancer whole slide images. - Pablo Meseguer; Rocío del Amor; Valery Naranjo (Artif. Intell. Medicine, 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)

MI-VisionShot: Few-shot adaptation of vision-language models for slide-level classification of histopathological images. - Pablo Meseguer; Rocío del Amor; Valery Naranjo (CoRR, 2024)

Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation. - Ilán Carretero; Pablo Meseguer; Rocío del Amor; Valery Naranjo (CoRR, 2024)

Emotional Voice Messages (EMOVOME) database. - Lucía Gómez-Zaragozá; Rocío del Amor; Elena Parra Vargas; Valery Naranjo; Mariano Alcañiz Raya; Javier Marín-Morales (Zenodo, 2024)

CR-AI4SkIN dataset. - Rocío del Amor; Jose Pérez-Cano; Miguel López-Pérez; Liria Terradez; José Aneiros-Fernández; Sandra Morales; Javier Mateos; Rafael Molina 001; Valery Naranjo (Zenodo, 2024)

Urban sound classification using neural networks on embedded FPGAs. - Jose A. Belloch; Raul Coronado; Óscar Valls; Rocío del Amor; German Leon; Valery Naranjo; Manuel F. Dolz; Adrian Amor-Martin; Gema Piñero (J. Supercomput., 2024)

Benchmarking Histopathology Foundation Models in a Multi-center Dataset for Skin Cancer Subtyping. - Pablo Meseguer; Rocío del Amor; Valery Naranjo (MIUA (1), 2025)

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 Silva-Rodríguez; Adrián Colomer; Valery Naranjo (Comput. Methods Programs Biomed., 2025)

Exploring visual language models as a powerful tool in the diagnosis of Ewing Sarcoma. - Alvaro Pastor-Naranjo; Pablo Meseguer; Rocío del Amor; Jose Antonio Lopez-Guerrero; Samuel Navarro; Katia Scotlandi; Antonio Llombart-Bosch; Isidro Machado; Valery Naranjo (CoRR, 2025)

Evaluating and accelerating vision transformers on GPU-based embedded edge AI systems. - Ignacio Martin-Salinas; José M. Badía; Óscar Valls; German Leon; Rocío del Amor; Jose A. Belloch; Adrian Amor-Martin; Valery Naranjo (J. Supercomput., 2025)

Reinforcement Learning for Synchronised Flow Control in a Dual-Gate Resin Infusion System. - Miguel Camacho-Sánchez; Fernando García-Torres; Jesper John Lisegaard; Rocío del Amor; Sankhya Mohanty; Valery Naranjo (CoRR, 2025)

MID-INFRARED (MIR) OCT-based inspection in industry. - Natalia P. García-de-la-Puente; Rocío del Amor; Fernando García-Torres; Niels Møller Israelsen; Coraline Lapre; Christian Rosenberg Petersen; Ole Bang; Dominik Brouczek; Martin Schwentenwein; Kevin Neumann; Niels Benson; Valery Naranjo (CoRR, 2025)