Author

Joana Neves

University of LisbonORCID 0000-0002-1027-3489Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:mouse· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Marta Belchior LopesiD· 1 shared Pedro Sousa‐VictoriD· 1 shared Susana VingaiD· 1 shared Tiago L. CostaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Marta Belchior LopesORCID

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1 paper

Recent·Most cited

Regularized logistic regression-based gene selection for functional analysis of heterogeneous scRNA-seq macrophage populations in muscle aging and regeneration.

Tiago L. Costa, Marta Belchior Lopes, Joana Neves, Pedro Sousa‐Victor, Susana Vinga

The paper introduces DisTwiner, a method for subgroup-aware gene selection in scRNA-seq data, showing it captures biologically relevant aging pathways in macrophages.

bioRxiv · Oct 27, 2026 · PreprintBioinformatics