![Foto de Adrián](/img/uploaded/3D6315A2AC917A76ED66245BB68ECC79.jpg)
Adrián
Inés Armas
PROFESORA CON CONTRATO DE SUSTITUCIÓN
Publicaciones (16) Publicaciones de Adrián Inés Armas
2024
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Semi-supervised Learning Methods for Semantic Segmentation of Polyps
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023
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Analysing semi-supervised learning for image classification using compact networks in the biomedical context
Soft Computing
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Evaluación y mejora de las competencias digitales en estudios universitarios
CUICIID 2023. Congreso Universitario Internacional sobre Comunicación, Innovación, Investigación y Docencia: Libro de Actas
2022
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GitHub y Google Colaboratory para el desarrollo, comunicación y gestión de prácticas en los laboratorios de informática
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 7, pp. 183-190
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Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced Dataset
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context
[depositado en Arxiv]
2021
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Biomedical image classification made easier thanks to transfer and semi-supervised learning
Computer Methods and Programs in Biomedicine, Vol. 198
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MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images
Computers in Biology and Medicine, Vol. 136
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Prediction of Epiretinal Membrane from Retinal Fundus Images Using Deep Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Towards Document Entity Recognition using Close Domain Transfer Learning.
XIX Conference of the Spanish Association for Artificial Intelligence (CAEPIA 20/21) Septiembre 22-24, Málaga, España
2020
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DeepCompareJ: Comparing Image Classification Models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
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Clodsa: A tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks
BMC Bioinformatics, Vol. 20, Núm. 1
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DeepClas4Bio: Connecting bioimaging tools with deep learning frameworks for image classification
Computers in Biology and Medicine, Vol. 108, pp. 49-56
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Towards integrating imageJ with deep biomedical models
Advances in Intelligent Systems and Computing
2018
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Creación de un servidor de integración continua para gestión y corrección de entregas de prácticas
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 3
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DetectionEvaluationJ: a tool to evaluate object detection algorithms
Lecture Notes in Computer Science. Proceedings EUROCAST 2017 (Springer)