Rocío del Amor
Orcid: 0000-0002-5342-2093
According to our database1,
Rocío del Amor
authored at least 37 papers
between 2019 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
2019
2020
2021
2022
2023
2024
2025
0
5
10
15
2
6
3
2
5
1
5
3
5
1
1
1
2
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2025
Evaluating and accelerating vision transformers on GPU-based embedded edge AI systems.
J. Supercomput., January, 2025
HistoColAi: An open-source web platform for collaborative digital histology image annotation with AI-driven predictive integration.
Comput. Methods Programs Biomed., 2025
2024
J. Supercomput., June, 2024
Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation.
CoRR, 2024
MI-VisionShot: Few-shot adaptation of vision-language models for slide-level classification of histopathological images.
CoRR, 2024
MICIL: Multiple-Instance Class-Incremental Learning for skin cancer whole slide images.
Artif. Intell. Medicine, 2024
Inflammation Detection Using Ensemble Endoscopic Multimodal Assessment in Inflammatory Bowel Disease.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Improving Speech Emotion Recognition: Novel Aggregation Strategies for Self-supervised Features.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024
Refining Multiple Instance Learning with Attention Regularization for Whole Slide Image Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024
2023
Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset.
Artif. Intell. Medicine, November, 2023
ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis.
Comput. Methods Programs Biomed., October, 2023
Comput. Medical Imaging Graph., 2023
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.
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation.
Neural Comput. Appl., 2022
Constrained multiple instance learning for ulcerative colitis prediction using histological images.
Comput. Methods Programs Biomed., 2022
Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data.
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.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022
A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
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.
Sensors, 2021
An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI.
CoRR, 2021
Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks.
Comput. Methods Programs Biomed., 2021
Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks.
Artif. Intell. Medicine, 2021
An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images.
Artif. Intell. Medicine, 2021
A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks.
CoRR, 2020
Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks.
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.
Proceedings of the 27th European Signal Processing Conference, 2019