Author

Mirko Murgia

University of CagliariORCID 0009-0001-2179-698XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Organism:bacteria (other)· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Abhirup MookherjeeiD· 1 shared Diana FuscoiD· 1 shared Jordan Romeyer DherbeyiD· 1 shared M H Pouriaye ValiiD· 1 shared Nikhil P. KrishnaniD· 1 shared Vincent Grumbacher· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBiophysics

Abhirup MookherjeeORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintSep 22, 2026

AutoWrinkleID: a machine learning pipeline for biofilm wrinkle identification and quantitative analysis

Mirko Murgia, M H Pouriaye Vali, Abhirup Mookherjee…·Diana Fusco

AutoWrinkleID is a machine learning pipeline for automated biofilm wrinkle detection and quantification, showing that motility-based annotations outperform manual and constitutive fluorescence annotations.

DOI 10.64898/2026.09.16.751705

bacteria (other)imaging

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