Author

Isabel San Martín Molina

University of Eastern FinlandORCID 0000-0002-9962-4934Unclaimed 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:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:rat· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Alejandra SierraiD· 1 shared Jussi TohkaiD· 1 shared Melina EstelaiD· 1 shared Omar NarvaeziD· 1 shared Raimo A. SaloiD· 1 shared Ville KolehmaineniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Alejandra SierraORCID

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1 paper

Recent·Most cited

Autoencoders for unsupervised analysis of rat myeloarchitecture

Melina Estela, Raimo A. Salo, Isabel San Martín Molina, Omar Narvaez, Ville Kolehmainen, Jussi Tohka, Alejandra Sierra

This study uses unsupervised deep learning to analyze rat brain histology, revealing tissue organization and detecting pathological changes without manual annotations.

Brain Structure and Function · Sep 26, 2026Peer-reviewedNeuroscience