Author

Mariana Ferreira

Instituto de Tecnologia Química e Biológica António XavierORCID 0009-0002-2886-4612Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:imaging· 2 Approach:benchmark study· 1 Approach:deep learning· 1

Frequent Co-Authors

Estibaliz Gómez‐de‐MariscaliD· 2 shared Ricardo HenriquesiD· 2 shared Aagam ShethiD· 1 shared Agustín Andrés CorbatiD· 1 shared Alexander KrulliD· 1 shared Anna H. KlemmiD· 1 shared Anna KreshukiD· 1 shared António D. BritoiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 38 mutual co-author links

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2 shared papersBiophysics

Estibaliz Gómez‐de‐MariscalORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BiophysicsNature CommunicationsPeer-reviewedSep 18, 2026

ReScale4DL: Balancing Pixel and Contextual Information for Enhanced Bioimage Segmentation

Mariana Ferreira, Bruno M. Saraiva, António D. Brito…·Estibaliz Gómez‐de‐Mariscal

This paper evaluates how reducing image resolution affects deep learning performance in bioimage segmentation, finding that lower resolution can improve accuracy or cause minimal degradation.

4 citationstop 2%

imagingdeep learning

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BioinformaticsbioRxivPreprintJul 30, 2026

AI4Life Open Calls and Public Challenges: why, how, and what we have learned.

Vera Galinova, Mehdi Seifi, Beatriz Serrano‐Solano…·J.R. Deschamps

The paper discusses AI4Life's Open Calls and Public Challenges, highlighting the state of bioimage analysis, tool availability, and the need for better data and infrastructure.

DOI 10.64898/2026.07.21.739486

imagingbenchmark study

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