Author

Juliano L. Faccioni

Universidade Federal do Rio Grande do SulORCID 0000-0003-1139-9283Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 3

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Research Focus:cell type annotation· 2 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Organism:human· 1 Assay:imaging· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Guido LenziD· 3 shared Camila B. Cassel· 2 shared AL Angonezi· 1 shared Alvaro G. AlvaradoiD· 1 shared Camilla Brückmann de MattosiD· 1 shared CR Jung· 1 shared Daphne TórgoiD· 1 shared DC Santos de Sousa· 1 shared

Activity by Year

2020-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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3 shared papersBioinformatics

Guido LenzORCID

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3 papers

Recent·Most cited

BioinformaticsBMC MethodsPeer-reviewedJun 16, 2025

CloVarS: a simulation of single-cell clonal variability

Juliano L. Faccioni, Frederico Kraemer-Mattos, Karine Rech Begnini…·Guido Lenz

CloVarS generates synthetic single-cell lineage data to model time-lapse microscopy experiments and test biological hypotheses.

DOI 10.1186/s44330-025-00033-8

simulationbenchmarking

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BioinformaticsbioRxivPreprintApr 5, 2024

Oriented Cell Dataset: efficient imagery analyses using angular representation

Lucas N. Kirsten, AL Angonezi, F. R. Oliveira…·Guido Lenz

This paper introduces a new dataset for cell detection in microscopy images using oriented bounding boxes and evaluates its effectiveness for cancer biology tasks.

DOI 10.1101/2024.04.05.588327

imagingexperimental assay

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BioinformaticsbioRxivPreprintMar 25, 2020

SCOUT: Single-cell outlier analysis in cancer

Giovana R. Onzi, Juliano L. Faccioni, Alvaro G. Alvarado…·Guido Lenz

SCOUT identifies and analyzes outlier cells in cancer single-cell data to uncover biologically significant information not apparent in whole-population analysis.

5 citations

humanbulk RNA-seq

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