Author

Mohammed A. S. Ali

University of TartuORCID 0000-0002-0266-4703Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

Frequent Co-Authors

Ago RinkeniD· 1 shared Dmytro FishmaniD· 1 shared Jane TorpiD· 1 shared Kaspar HolloiD· 1 shared Kaupo PaloiD· 1 shared Leopold PartsiD· 1 shared Maris‐Johanna TahkiD· 1 shared Tõnis LaasfeldiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

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1 paper

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedJul 6, 2022

ArtSeg: Rapid Artifact Segmentation and Removal in Brightfield Cell Microscopy Images

Mohammed A. S. Ali, Kaspar Hollo, Tõnis Laasfeld…·Dmytro Fishman

ArtSeg uses a deep learning model to automatically segment and remove artifacts from brightfield microscopy images using image-level labels, improving downstream analysis without requiring pixel-level annotations.

12 citations

imagingdeep learning

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