Author

Carolina Fernandez

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Research Focus:variant calling· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Jésus Antonio MottaiD· 1 shared Maria del Mar Motta· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Jésus Antonio MottaORCID

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1 paper

Recent·Most cited

A Semantic + Neuronal Approach to Predict Pathogenic Variants in DNA Sequences

Jésus Antonio Motta, Carolina Fernandez, Maria del Mar Motta

The paper presents a machine learning model that predicts pathogenic DNA variants using a semantic approach combined with CRF and BiLSTM, achieving state-of-the-art performance.

bioRxiv · Aug 20, 2026 · PreprintBioinformatics