Rocío del Amor

51 papers B 2C 2Journal 31Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Initialization matters in few-shot adaptation of vision-language models for histopathological image classification. CoRR Pablo Meseguer, Rocío del Amor, Valery Naranjo
2026	J	`jnl`	MIL-Adapter: Coupling multiple instance learning and vision-language adapters for few-shot slide-level classification. Medical Image Anal. Pablo Meseguer, Rocío del Amor, Valery Naranjo
2025	—	`conf`	Benchmarking Histopathology Foundation Models in a Multi-center Dataset for Skin Cancer Subtyping. MIUA (1) Pablo Meseguer, Rocío del Amor, Valery Naranjo
2025	J	`jnl`	Benchmarking histopathology foundation models in a multi-center dataset for skin cancer subtyping. CoRR Pablo Meseguer, Rocío del Amor, Valery Naranjo
2025	—	`conf`	Distilling Epigenetics: Adaptive Regression Uncovers Spitzoid Tumor Biomarkers. EUSIPCO Ilán Carretero, Rocío del Amor, Germán Casabó-Vallés, Silvia Perez-Deben, Andrés Mosquera-Zamudio, Eva García, Carlos Monteagudo, Valery Naranjo
2025	J	`jnl`	Evaluating and accelerating vision transformers on GPU-based embedded edge AI systems. J. Supercomput. Ignacio Martin-Salinas, José M. Badía, Óscar Valls, German Leon, Rocío del Amor, Jose A. Belloch, Adrian Amor-Martin, Valery Naranjo
2025	J	`jnl`	Exploring visual language models as a powerful tool in the diagnosis of Ewing Sarcoma. CoRR Alvaro Pastor-Naranjo, Pablo Meseguer, Rocío del Amor, Jose Antonio Lopez-Guerrero, Samuel Navarro, Katia Scotlandi, Antonio Llombart-Bosch, Isidro Machado, 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
2025	J	`jnl`	MID-INFRARED (MIR) OCT-based inspection in industry. CoRR 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
2025	J	`jnl`	Masked Autoencoder Joint Learning for Robust Spitzoid Tumor Classification. CoRR Ilán Carretero, Roshni Mahtani, Silvia Perez-Deben, José Francisco González-Muñoz, Carlos Monteagudo, Valery Naranjo, Rocío del Amor
2025	J	`jnl`	Reinforcement Learning for Synchronised Flow Control in a Dual-Gate Resin Infusion System. CoRR Miguel Camacho-Sánchez, Fernando García-Torres, Jesper John Lisegaard, Rocío del Amor, Sankhya Mohanty, Valery Naranjo
2025	J	`jnl`	Zero-shot segmentation of skin tumors in whole-slide images with vision-language foundation models. CoRR Santiago Moreno, Pablo Meseguer, Rocío del Amor, 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`	Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation. CoRR Ilán Carretero, Pablo Meseguer, Rocío del Amor, 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`	Improving Speech Emotion Recognition: Novel Aggregation Strategies for Self-supervised Features. IDEAL (1) Óscar Valls, Fran Pastor-Naranjo, Rocío del Amor, Lucía Gómez-Zaragozá, Javier Marín-Morales, Mariano Alcañiz Raya, Valery Naranjo
2024	—	`conf`	Inflammation Detection Using Ensemble Endoscopic Multimodal Assessment in Inflammatory Bowel Disease. ISBI 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
2024	J	`jnl`	MI-VisionShot: Few-shot adaptation of vision-language models for slide-level classification of histopathological images. CoRR Pablo Meseguer, Rocío del Amor, Valery Naranjo
2024	J	`jnl`	MICIL: Multiple-Instance Class-Incremental Learning for skin cancer whole slide images. Artif. Intell. Medicine Pablo Meseguer, Rocío del Amor, Valery Naranjo
2024	—	`conf`	MID-INFRARED (MIR) OCT-based inspection in industry. I-ESA Workshops 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, Valery Naranjo
2024	—	`conf`	Refining Multiple Instance Learning with Attention Regularization for Whole Slide Image Classification. IDEAL (1) Ilán Carretero, Pablo Meseguer, Rocío del Amor, Valery Naranjo
2024	—	`conf`	Simultaneous Detection and Conversion Among Endoscopic Enhancement Modalities. ISBI 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
2024	J	`jnl`	Speech emotion recognition from voice messages recorded in the wild. CoRR Lucía Gómez-Zaragozá, Óscar Valls, Rocío del Amor, María José Castro Bleda, Valery Naranjo, Mariano Alcañiz Raya, Javier Marín-Morales
2024	J	`jnl`	Urban sound classification using neural networks on embedded FPGAs. J. Supercomput. Jose A. Belloch, Raul Coronado, Óscar Valls, Rocío del Amor, German Leon, Valery Naranjo, Manuel F. Dolz, Adrian Amor-Martin, Gema Piñero
2024	—	`conf`	Using Diffusion Models for Data Augmentation on Limited Rodent OCT Datasets. IDEAL (1) Fernando García-Torres, Rocío del Amor, Sandra Morales-Martínez, Álvaro Barroso, Björn Kemper, Juergen Schnekenburger, Valery Naranjo
2023	J	`jnl`	Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset. Artif. Intell. Medicine Rocío del Amor, Jose Pérez-Cano, Miguel López-Pérez, Liria Terradez, José Aneiros-Fernández, Sandra Morales, Javier Mateos, Rafael Molina, 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`	Labeling confidence for uncertainty-aware histology image classification. Comput. Medical Imaging Graph. Rocío del Amor, 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`	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
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	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	—	`conf`	Conditional Generative Adversarial Networks for Acoustic Echo Cancellation. EUSIPCO Fran Pastor-Naranjo, Rocío del Amor, Julio Silva-Rodríguez, Miguel Ferrer, Gema Piñero, 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	—	`conf`	Glaucoma Grading VIA Mean Defect Back Propagation From OCT Images. EUSIPCO Elisa Ramírez, Rocío del Amor, Gabriel García, 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
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`	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`	Automatic Segmentation of the Retinal Nerve Fiber Layer by Means of Mathematical Morphology and Deformable Models in 2D Optical Coherence Tomography Imaging. Sensors Rafael Berenguer-Vidal, Rafael Verdú Monedero, Juan Morales-Sánchez, Inmaculada Sellés-Navarro, Rocío del Amor, Gabriel García, 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`	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
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
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