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2026
Lecture Notes in Networks and Systems
Rosalinda Di Gerlando, Stella Gagliardi, Hugo López-Fernández
2025
Lecture Notes in Networks and Systems
Daniel Pérez-Rodríguez, Miguel Reboiro-Jato, Cristina P. Vieira, Jorge Vieira, Hugo López-Fernández
2024
Building Domain-Specific Machine Learning Workflows: A Conceptual Framework for the State of the Practice
ACM Transactions on Software Engineering and Methodology
Bentley James Oakes, Michalis Famelis, Houari Sahraoui
2024
SEDA 2024 update: enhancing the SEquence DAtaset builder for seamless integration into automated data analysis pipelines
BMC Bioinformatics
Miguel Reboiro-Jato, Daniel Pérez-Rodríguez, Miguel José Da Silva, David Vila-Fernández, Cristina P. Vieira, Jorge Vieira, Hugo López-Fernández
2024
Optical diagnosis in still images of colorectal polyps: comparison between expert endoscopists and PolyDeep, a Computer-Aided Diagnosis system
Frontiers in Oncology
Pedro Davila-Piñón, Alba Nogueira-Rodríguez, Astrid Irene Díez-Martín, Laura Codesido, Jesús Herrero, Manuel Puga, Laura Rivas, Eloy Sánchez, Florentino Fdez-Riverola, Daniel Glez-Peña, Miguel Reboiro-Jato, Hugo López-Fernández, Joaquín Cubiella
2023
Lecture Notes in Networks and Systems
Hugo López-Fenández, Miguel Pinto, Cristina P. Vieira, Pedro Duque, Miguel Reboiro-Jato, Jorge Vieira
2023
MyBrain-Seq: A Pipeline for MiRNA-Seq Data Analysis in Neuropsychiatric Disorders
Biomedicines
Daniel Pérez-Rodríguez, Roberto Carlos Agís-Balboa, Hugo López-Fernández
2023
Lecture Notes in Networks and Systems
Daniel Pérez-Rodríguez, Mateo Pérez-Rodríguez, Roberto C. Agís-Balboa, Hugo López-Fernández
2023
Negative Samples for Improving Object Detection—A Case Study in AI-Assisted Colonoscopy for Polyp Detection
Diagnostics
Alba Nogueira-Rodríguez, Daniel Glez-Peña, Miguel Reboiro-Jato, Hugo López-Fernández
2022
Lecture Notes in Networks and Systems
Hugo López-Fernández, Pedro Ferreira, Miguel Reboiro-Jato, Cristina P. Vieira, Jorge Vieira
2022
Performance of Convolutional Neural Networks for Polyp Localization on Public Colonoscopy Image Datasets
Diagnostics
Alba Nogueira-Rodríguez, Miguel Reboiro-Jato, Daniel Glez-Peña, Hugo López-Fernández
2022
Real-time polyp detection model using convolutional neural networks
Neural Computing and Applications
Alba Nogueira-Rodríguez, Rubén Domínguez-Carbajales, Fernando Campos-Tato, Jesús Herrero, Manuel Puga, David Remedios, Laura Rivas, Eloy Sánchez, Águeda Iglesias, Joaquín Cubiella, Florentino Fdez-Riverola, Hugo López-Fernández, Miguel Reboiro-Jato, Daniel Glez-Peña