Adrián Inés

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Semantic Segmentation

Diabetic Retinopathy

Image Classification

Top Venues

Comput. Biol. Medicine

Publications

Adrián Inés, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual
Semi-supervised Learning Methods for Semantic Segmentation of Polyps. CAEPIA (2024)
Adrián Inés, César Domínguez, Jónathan Heras, Gadea Mata, Julio Rubio
Semi-Supervised Machine Learning: a Homological Approach. CoRR (2023)
Ángela Casado-García, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, Didac Royo, Miguel Ángel Zapata
Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced Dataset. EUROCAST (2022)
Adrián Inés, Andrés Diaz-Pinto, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual
Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context. CoRR (2022)
Adrián Inés, César Domínguez, Jónathan Heras, Gadea Mata, Julio Rubio
A Topological Approach for Semi-Supervised Learning. CoRR (2022)
Ángela Casado-García, Gabriela Chichón, César Domínguez, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, María López, Eloy Mata, Vico Pascual, Yolanda Sáenz
MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images. Comput. Biol. Medicine 136 (2021)
Ángela Casado-García, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, Didac Royo, Miguel Ángel Zapata
Prediction of Epiretinal Membrane from Retinal Fundus Images Using Deep Learning. CAEPIA (2021)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Biomedical image classification made easier thanks to transfer and semi-supervised learning. Comput. Methods Programs Biomed. 198 (2021)
Ángela Casado, César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy Mata, Vico Pascual
CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks. BMC Bioinform. 20 (1) (2019)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
DeepCompareJ: Comparing Image Classification Models. EUROCAST (2) (2019)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
DeepClas4Bio: Connecting bioimaging tools with deep learning frameworks for image classification. Comput. Biol. Medicine 108 (2019)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Towards Integrating ImageJ with Deep Biomedical Models. DCAI (Special Sessions) (2018)
César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy Mata, Vico Pascual
DetectionEvaluationJ: A Tool to Evaluate Object Detection Algorithms. EUROCAST (2) (2017)