Author

Alexandra Maria dos Santos Carvalho

Universidade de BrasíliaORCID 0000-0002-3317-9479Unclaimed 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:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1

Frequent Co-Authors

Adriano Defini AndricopuloiD· 1 shared Bruno Junior NevesiD· 1 shared Clarissa Alves Carneiro BernardesiD· 1 shared Eugene N. MuratoviD· 1 shared Felipe da Silva Mendonça de Melo· 1 shared Gustavo Santos Sandes FelizardoiD· 1 shared Holli‐Joi MartiniD· 1 shared Izabela Marques Dourado BastosiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Adriano Defini AndricopuloORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 19, 2025

Semantic-Aware Graph Embedding Approach Uncovers LC-61, a Potent Anti-Leishmania infantum Compound

Vinícius Alexandre Fiaia Costa, Alexandra Maria dos Santos Carvalho, Rafael Consolin Chelucci…·Bruno Junior Neves

The paper introduces a semantic-aware graph neural network framework for drug discovery, identifying LC-61 as a potent antileishmanial compound with nanomolar activity.

1 citation

graph neural networkdeep learning

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