Author

Monika A. Jarzabek

Royal College of Surgeons in IrelandORCID 0000-0001-7008-4797Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:human· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Aidan D. MeadeiD· 1 shared Alice C. O’FarrelliD· 1 shared Alison Dooney· 1 shared Annette T. ByrneiD· 1 shared Jochen H.M. PrehniD· 1 shared Liam Shiels· 1 shared Mohd Rifqi RafsanjaniiD· 1 shared Rahul Suresh· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Aidan D. MeadeORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedMay 26, 2026

DREAMER-S: Deep leaRning-Enabled Attention-based Multiple-instance approaches with Explainable Representations for Spatial Biology

Mohd Rifqi Rafsanjani, Alison Dooney, Rahul Suresh…·Aidan D. Meade

DREAMER-S uses attention-based multiple-instance learning to identify spatial features in 3D imaging data for classification, achieving high F1 scores in chemotherapy response prediction.

DOI 10.1371/journal.pcbi.1013581

humanspatial transcriptomics

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