Author

Claudia Schwarz

University of HelsinkiORCID 0000-0003-3234-912XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genetic & Genomic Medicine· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Organism:human· 3 Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Esa PitkäneniD· 3 shared Arina A. TagmazianiD· 2 shared Catharina LangeiD· 2 shared Eero VuoksimaaiD· 2 shared Adam E. Ziemann· 1 shared Adam PlattiD· 1 shared Aino‐Kaisa PiironeniD· 1 shared Aki Samuli HavulinnaiD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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3 shared papersBioinformatics

Esa PitkänenORCID

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3 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMay 18, 2026

petVAE: A Data-Driven Model for Identifying Amyloid PET Subgroups Across the Alzheimer's Disease Continuum

Arina A. Tagmazian, Claudia Schwarz, Catharina Lange…·the Frontotemporal Lobar Degeneration Neuroimaging Initiative

petVAE identifies biologically meaningful subgroups along the Alzheimer's disease continuum using a deep learning model trained on amyloid PET scans.

DOI 10.64898/2026.02.02.703218

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NeuroscienceEuropean Journal of NeurosciencePeer-reviewedApr 4, 2024

ArcheD, a residual neural network for prediction of cerebrospinal fluid amyloid-beta from amyloid PET images

Arina A. Tagmazian, Claudia Schwarz, Catharina Lange…·the Alzheimer’s Disease Neuroimaging Initiative

ArcheD predicts cerebrospinal fluid amyloid-beta levels from amyloid PET images with strong correlation, showing distinct brain region contributions across AD stages.

1 citation

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Genetic & Genomic MedicineScientific ReportsPeer-reviewedAug 3, 2023

A FinnGen pilot clinical recall study for Alzheimer's disease

Valtteri Julkunen, Claudia Schwarz, Juho Kalapudas…·Zhihao Ding

The paper demonstrates the feasibility of conducting clinical recall studies from the FinnGen biobank to collect customized clinical data from participants with Alzheimer's disease or mild cognitive disorder.

10 citations

humanexperimental assay

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