Author

Alexandra Junza

Instituto de Salud Carlos IIIORCID 0000-0001-7205-0419Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2 Developmental Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:human· 3 Approach:deep learning· 2 Assay:metabolomics· 2 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:mouse· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Óscar YanesiD· 3 shared Josep M. BadiaiD· 2 shared Maribel Pérez-Ribera· 2 shared Marta Sales‐PardoiD· 2 shared Muhammad Faizan-KhaniD· 2 shared Roger GinéiD· 2 shared Roger GuimeràiD· 2 shared Abubaker PataniD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

3 shared papersBioinformatics

Óscar YanesORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedJan 1, 2026

ChemEmbed: A deep learning framework for metabolite identification using enhanced MS/MS data and multidimensional molecular embeddings

Muhammad Faizan-Khan, Roger Giné, Josep M. Badia…·Óscar Yanes

ChemEmbed improves metabolite identification by combining enhanced MS/MS data with multidimensional molecular embeddings, achieving high accuracy in benchmark tests.

11 citationstop 1%

humanmetabolomics

𝕏 PostBluesky

BioinformaticsBriefings in BioinformaticsPeer-reviewedJul 1, 2025

SingleFrag: A deep learning tool for MS/MS fragment and spectral prediction and metabolite annotation

Maribel Pérez-Ribera, Muhammad Faizan-Khan, Roger Giné…·Roger Guimerà

SingleFrag predicts MS/MS fragments and annotates metabolites using deep learning, outperforming existing tools and identifying three unknown compounds in human samples.

12 citations

humanmetabolomics

𝕏 PostBluesky

Developmental BiologyeLifePeer-reviewedFeb 8, 2022

SAICAr-dependent and independent effects of ADSL deficiency on neurodevelopment

Ilaria Dutto, Julian Gerhards, Antonio Herrera…·Travis H. Stracker

This study investigates the effects of ADSL deficiency on neurodevelopment, showing both SAICAr-dependent and independent mechanisms contributing to pathologies like microcephaly and autism.

27 citations

humanzebrafish

𝕏 PostBluesky