Author

Max Dünnwald

Otto-von-Guericke-Universität MagdeburgORCID 0000-0003-3838-3345Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Steffen Oeltze‐JafraiD· 2 shared Alessandro SciarraiD· 1 shared Anja SchneideriD· 1 shared Annika E. SpottkeiD· 1 shared Ayda RostamzadehiD· 1 shared Denver Huff· 1 shared Doreen Göerß· 1 shared Dorothea HämmereriD· 1 shared

Activity by Year

2019-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioinformatics

Steffen Oeltze‐JafraORCID

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2 papers

Recent·Most cited

BioinformaticsAlzheimer s & Dementia Diagnosis Assessment & Disease MonitoringPeer-reviewedApr 1, 2025

Fully Automated MRI-based Analysis of the Locus Coeruleus in Aging and Alzheimer's Disease Dementia using ELSI-Net

Max Dünnwald, Friedrich Krohn, Alessandro Sciarra…·Matthew J. Betts

This paper introduces ELSI-Net, a deep learning method for automated Locus Coeruleus segmentation and feature extraction in aging and Alzheimer's Disease dementia, showing high agreement with manual ratings and correlations to CSF biomarkers.

1 citation

humanimaging

𝕏 PostBluesky

NeuroscienceLecture notes in computer sciencePeer-reviewedJan 1, 2019

Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI across Sites

Florian Dubost, Max Dünnwald, Denver Huff…·Marleen de Bruijne

This paper evaluates two automated methods for quantifying enlarged perivascular spaces in clinical MRI scans across multiple sites, finding one method achieves correlation with visual scoring comparable to inter-rater agreement in some regions.

2 citations

humanimaging

𝕏 PostBluesky