Author

Janaina M. Silva

Universidade de São Paulo

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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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Antonio Di IevaiD· 1 shared Giuseppe PalmisanoiD· 1 shared Lívia Rosa-FernandesiD· 1 shared Lucas Cardoso LázariiD· 1 shared Priscila Robertina dos Santos-DonadoiD· 1 shared Sueli Mieko Oba‐ShinjoiD· 1 shared Suely Kazue Nagahashi MarieiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperSystems Biology

Antonio Di IevaORCID

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1 paper

Recent·Most cited

Identification of astrocytomas through serum protein fingerprint using MALDI-TOF MS and machine learning

Lucas Cardoso Lázari, Janaina M. Silva, Priscila Robertina dos Santos-Donado, Sueli Mieko Oba‐Shinjo, Lívia Rosa-Fernandes, Antonio Di Ieva, Suely Kazue Nagahashi Marie, Giuseppe Palmisano

This study uses MALDI-TOF MS and machine learning to identify serum biomarkers for astrocytoma diagnosis, achieving 94.5% accuracy in distinguishing GBM from healthy controls.

bioRxiv · Feb 21, 2025 · PreprintSystems Biology