Author

Makanaka Mazheke

Rosalind Franklin Institute

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

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Assay:DNA methylation· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Alexandre Rossi PaschoaliD· 1 shared Amanda Piveta SchnepperiD· 1 shared Aparajita Karmakar· 1 shared Fabiana Rodrigues de GóesiD· 1 shared Mark BashamiD· 1 shared Nayane de SouzaiD· 1 shared Robson Francisco CarvalhoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Alexandre Rossi PaschoalORCID

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1 paper

Recent·Most cited

Systematic Evaluation of Feature Representations for Cancer-Associated sORF Prediction in Non-coding RNA

Fabiana Rodrigues de Góes, Makanaka Mazheke, Amanda Piveta Schnepper, Aparajita Karmakar, Nayane de Souza, Robson Francisco Carvalho, Mark Basham, Alexandre Rossi Paschoal

The paper evaluates feature representations for predicting cancer-associated sORFs in non-coding RNA using traditional machine learning models and finds that k-mer features outperform genomic language model embeddings.

bioRxiv · Jun 20, 2026 · PreprintBioinformatics