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Alba Nogueira-Rodríguez

Observed names: A. Nogueira-Rodríguez, Alba Nogueira-Rodriguez, Nogueira Rodríguez, Alba, Nogueira-Rodriguez, Alba, Nogueira-Rodríguez, Alba
ORCID: 0000-0001-5991-7698
Observed ORCID: 0000-0001-5991-7698
OpenAlex ID: A5027776357
Deep Neural Networks approaches for detecting and classifying colorectal polyps
2020 · Alba Nogueira-Rodríguez, Rubén Domínguez-Carbajales, et al. · Neurocomputing · 109
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Real-time polyp detection model using convolutional neural networks
2021 · Alba Nogueira-Rodríguez, Rubén Domínguez-Carbajales, et al. · Neural Computing and Applications · 85
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Performance of Convolutional Neural Networks for Polyp Localization on Public Colonoscopy Image Datasets
2022 · Alba Nogueira-Rodríguez, Miguel Reboiro-Jato, et al. · Diagnostics · 31
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Negative Samples for Improving Object Detection—A Case Study in AI-Assisted Colonoscopy for Polyp Detection
2023 · Alba Nogueira-Rodríguez, Daniel Glez-Peña, et al. · Diagnostics · 21
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PanDrugs2: prioritizing cancer therapies using integrated individual multi-omics data
2023 · María José Jiménez-Santos, Alba Nogueira-Rodríguez, et al. · Nucleic Acids Research · 19
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Compi: a framework for portable and reproducible pipelines
2021 · Hugo López-Fernández, Osvaldo Graña-Castro, et al. · PeerJ Computer Science · 19
Compi Hub: A Public Repository for Sharing and Discovering Compi Pipelines
2020 · Alba Nogueira-Rodríguez, Hugo López-Fernández, et al. · Advances in intelligent systems and computing · 11
Metatax: Metataxonomics with a Compi-Based Pipeline for Precision Medicine
2020 · Osvaldo Graña-Castro, Hugo López-Fernández, et al. · Interdisciplinary Sciences Computational Life Sciences · 11
Predicting Which Mitophagy Proteins Are Dysregulated in Spinocerebellar Ataxia Type 3 (SCA3) Using the Auto-p2docking Pipeline
2025 · Jorge Vieira, Mariana Barros, et al. · International Journal of Molecular Sciences · 5
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PPI Prediction from Sequences via Transfer Learning on Balanced but yet Biased Datasets: An Open Problem
2025 · Alba Nogueira-Rodríguez, Daniel Glez-Peña, et al. · Lecture notes in networks and systems · 4
Deep Learning Techniques for Real Time Computer-Aided Diagnosis in Colorectal Cancer
2019 · Alba Nogueira-Rodríguez, Hugo López-Fernández, et al. · Advances in intelligent systems and computing · 4
PolyDeep Advance 1: Clinical Validation of a Computer-Aided Detection System for Colorectal Polyp Detection with a Second Observer Design
2025 · Pedro Davila-Piñón, Teresa Pedrido, et al. · Diagnostics · 3
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Optical diagnosis in still images of colorectal polyps: comparison between expert endoscopists and PolyDeep, a Computer-Aided Diagnosis system
2024 · Pedro Davila-Piñón, Alba Nogueira-Rodríguez, et al. · Frontiers in Oncology · 3
Computer-assisted versus standard colonoscopy for adenoma detection in a population-based colorectal cancer screening program: a randomized clinical trial
2026 · Pedro Davila-Piñón, Astrid I. Díez-Martín, et al. · Endoscopy · 2
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PIBAdb: a public cohort of multimodal colonoscopy videos and images including polyps with histological information
2026 · Alba Nogueira-Rodríguez, Rubén Domínguez-Carbajales, et al. · Computer Methods and Programs in Biomedicine · 2
Clinical Evaluation of PolyDeep, A Computer-Aided Detection System: A Multicenter Randomized Tandem Colonoscopy Trial
2025 · Pedro Davila-Piñón, Astrid Irene Díez Martín, et al. · Diagnostics · 2
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Towards a more accurate and reliable evaluation of machine learning protein–protein interaction prediction model performance in the presence of unavoidable dataset biases
2025 · Alba Nogueira-Rodríguez, Daniel Glez-Peña, et al. · Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics · 2
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Enhancing the Compi Ecosystem with Graphical User Interfaces and Reusable Modules
2026 · Nogueira Rodríguez, Alba, Pérez-Rodríguez, Daniel, et al. · Zenodo (CERN European Organization for Nuclear Research)
Software engineering for reproducible pipeline development in bioinformatics
2026 · Daniel Pérez-Rodríguez, Alba Nogueira-Rodríguez, et al. · Frontiers in Bioinformatics
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2 - DIAGNÓSTICO ÓPTICO DE LESIONES COLORrECTALES: ANÁLISIS ANIDADO DE LOS ESTUDIOS POLYDEEP ADVANCE COMPARANDO EL RENDIMIENTO DE POLYDEEP CADX CON EL DE ENDOSCOPISTAS EXPERTOS
2026 · Pedro Dávila-Piñón, Astrid Irene Díez-Martín, et al. · Gastroenterología y Hepatología
Polydeep Advance 3: Ensayo Clínico Multicéntrico Aleatorizado Comparando La Colonoscopia Asistida Por Polydeep Con La Colonoscopia Convencional
2025 · Pedro Dávila-Piñón, Astrid Irene Díez-Martín, et al. · Gastroenterología y Hepatología
Desarrollo inicial de un Sistema de Diagnóstico Asistido por Computadora (CAD) que facilite el diagnóstico óptico de pólipos colorrectales
2021 · Alba Nogueira-Rodriguez, Fernando Campos-Tato, et al. · 43 Congreso de la Sociedad Española de Endoscopia Digestiva (Libro de Comunicaciones)
Desarrollo de un sistema de Inteligencia Artificial para la detección de pólipos en tiempo real
2021 · Alba Nogueira-Rodriguez, Fernando Campos-Tato, et al. · 43 Congreso de la Sociedad Española de Endoscopia Digestiva (Libro de Comunicaciones)
Works count: 29
Citation count: 334
H-index: 8
I10-index: 8
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