Fabrício Alves Barbosa da Silva

The paper tests if the Tsallis index q differs between bipolar II disorder and controls, finding no difference and suggesting disease signals may reside in correlation structures instead.

This paper introduces DeepMDC, a deep learning model for predicting antimicrobial resistance in Klebsiella pneumoniae using whole-genome data, achieving strong performance and providing interpretable insights into resistance mechanisms.

The paper introduces a physics-informed autoencoder for anomaly detection in GBM RNA-seq data, achieving higher AUC than standard methods.

This paper identifies a promising therapeutic target pair for TNBC using a hybrid approach combining SDP, Boolean simulation, and druggability analysis, achieving higher druggability and lower complexity than prior methods.

This study develops a ribosome enrichment protocol for human muscle tissue and examines ribosomal protein composition differences between higher and lower responders to resistance training.

This study uses RNA-seq to assess the transcriptional effects of cisplatin and TiO2 nanoparticles in Drosophila, finding synergistic gene suppression and impaired climbing performance in combined exposure.

The paper analyzes GBM single-cell RNA sequencing data to model cancer dynamics using stochastic fixed points and Waddington landscapes, revealing insights into heterogeneity and potential therapeutic targets.

CellHeap is a scRNA-seq analysis platform designed for large-scale data processing, demonstrating improved execution time through parallelization and identifying upregulated Fc receptors in severe COVID-19 cases.

The paper updates and expands the gene regulatory network of multidrug-resistant Pseudomonas aeruginosa CCBH4851, revealing a more complex network structure.

This study characterizes the genome of a multidrug-resistant Pseudomonas aeruginosa strain, identifying genomic features and resistance mechanisms.

The paper reconstructs a gene regulatory network for multidrug-resistant Pseudomonas aeruginosa and finds it to be more comprehensive than previous versions.