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 | 20 | 2020 |
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 | 13 | 2019 |
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 | 9 | 2021 |
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 | 4 | 2022 |
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 | 2 | 2019 |
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 |