Author

Melisande Croft

Human TechnopoleORCID 0009-0004-8184-683XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

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

Damian E. Dalle NogareiD· 2 shared Florian JugiD· 2 shared Joran DeschampsiD· 2 shared Juan Manuel BattagliottiiD· 2 shared Vera GalinovaiD· 2 shared Aagam ShethiD· 1 shared Agustín Andrés CorbatiD· 1 shared Alexander KrulliD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Damian E. Dalle NogareORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

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

𝕏 PostBluesky

BioinformaticsbioRxivPreprintFeb 10, 2025

MicroSplit: Semantic Unmixing of Fluorescent Microscopy Data

Ashesh Ashesh, Federico Carrara, Igor Zubarev…·Florian Jug

MicroSplit uses deep learning to computationally unmix fluorescent microscopy data, enabling faster imaging and reduced photon exposure by separating multiple cellular structures from a single channel.

4 citations

imagingdeep learning

𝕏 PostBluesky