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Adrián Bazaga
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Year
Genome-wide investigation of gene-cancer associations for the prediction of novel therapeutic targets in oncology
A Bazaga, D Leggate, H Weisser
Nature Scientific Reports 10 (1), https://doi.org/10.1038/s41598-020-67846, 2020
202020
A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies
A Bazaga, M Roldán, C Badosa, C Jiménez-Mallebrera, JM Porta
Applied Soft Computing, 2019
132019
Translating synthetic natural language to database queries with a polyglot deep learning framework
A Bazaga, N Gunwant, G Micklem
Nature Scientific Reports 11 (18462), https://doi.org/10.1038/s41598-021-98019, 2021
92021
HumanMine: advanced data searching, analysis and cross-species comparison
R Lyne, A Bazaga, D Butano, S Contrino, J Heimbach, F Hu, A Kalderimis, ...
Database 2022, 2022
42022
Network Community Cluster-Based Analysis for the Identification of Potential Leukemia Drug Targets
A Bazaga, A Vellido
International Workshop on Self-Organizing Maps, 314-323, 2019
22019
HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs
A Bazaga, P Liò, G Micklem
arXiv:2402.07309, https://arxiv.org/abs/2402.07309, 2024
2024
Language Model Knowledge Distillation for Efficient Question Answering in Spanish
A Bazaga, P Liò, G Micklem
International Conference on Learning Representations (ICLR 2024 Tiny Papers …, 2023
2023
Multi-site validation of a deep learning solution for HER2 profiling of breast cancer from H&E-stained pathology slides
S Arslan, P Pandya, F Ntelemis, S Wolf, J Schmidt, A Geraldes, A Bazaga, ...
Annals of Oncology 34, S718, 2023
2023
SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation
A Bazaga, P Liò, G Micklem
arXiv:2310.18376, https://arxiv.org/abs/2310.18376, 2023
2023
Unsupervised Pretraining for Fact Verification by Language Model Distillation
A Bazaga, P Liò, G Micklem
International Conference on Learning Representations (ICLR 2024), https …, 2023
2023
Automated diagnosis of collagen VI related muscular dystrophies using advanced image analysis and machine learning
M Roldán, A Bazaga, C Badosa, JM Porta, C Jimenez-Mallebrera
Neuromuscular Disorders 29 (S194), 2019
2019
Optimization of Computationally and I/O Intense Patterns in Electronic Structure and Machine Learning Algorithms
M Gall, A Bazaga, V Bartsch, M Pitonak
Partnership for Advanced Computing in Europe, 2019
2019
BIOLITMAP: a web-based geolocated, temporal and thematic visualization of the evolution of bioinformatics publications
A Bazaga, A Valencia, MJ Rementeria-Núñez
Bioinformatics, 2018
2018
Performance Evaluation of an Algorithm-based Asynchronous Checkpoint-Restart Fault Tolerant Application Using Mixed MPI/GPI-2
A Bazaga, M Pitonak
arXiv preprint, 2018
2018
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Articles 1–14