OSCR

An unsupervised XAI framework for dementia detection with context enrichment.

This page is built on request from the registry's record of the paper. The 6,000 most recent papers have a fuller page, built ahead of time, with the Code ↔ Paper reader, the tracing map and its validation, the record's versions, how to cite it and similar papers. This paper is older: its record, its code, its data and the requests about it are below.

Code

The Code ↔ Paper reader is built for the 6,000 most recent papers only: this paper's code is read at its source.

martindyrba/xai4dementia-framework](https:

License: none: the authors keep all their rights
State: the link is dead

aibl.org.au

License: none: the authors keep all their rights
State: the link answers

dzne.de/en/research

License: none: the authors keep all their rights
State: the link answers

gaaindata.org/partner/edsd

License: none: the authors keep all their rights
State: the link answers

memory.ucsf.edu/research-trials/research

License: none: the authors keep all their rights
State: the link answers

Overview

Authors: Devesh Singh, Yusuf Brima, Fedor Levin, Martin Becker, Bjarne Hiller, Andreas Hermann, Irene Villar-Munoz, Lukas Beichert, Alexander Bernhardt, Katharina Buerger, Michaela Butryn, Peter Dechent, Emrah Düzel, Michael Ewers, Klaus Fliessbach, Silka D. Freiesleben, Wenzel Glanz, Stefan Hetzer, Daniel Janowitz, Doreen Görß
and 27 other authorsIngo Kilimann, Okka Kimmich, Christoph Laske, Johannes Levin, Andrea Lohse, Falk Luesebrink, Matthias Munk, Robert Perneczky, Oliver Peters, Lukas Preis, Josef Priller, Johannes Prudlo, Diana Prychynenko, Boris S. Rauchmann, Ayda Rostamzadeh, Nina Roy-Kluth, Klaus Scheffler, Anja Schneider, Louise Droste zu Senden, Björn H. Schott, Annika Spottke, Matthis Synofzik, Jens Wiltfang, Frank Jessen, Marc-André Weber, Stefan J. Teipel, Martin Dyrba
Journal: Scientific reports
Published: 12 November 2025
Type: Research article
Status: code verified (how the code is found and verified)
DOI: 10.1038/s41598-025-26227-2
License: CC BY
Institutions: German Center for Neurodegenerative Diseases (Germany), Universitätsmedizin Rostock (Germany), University of Rostock (Germany), Charité – Universitätsmedizin Berlin (Germany), University of Tübingen (Germany), LMU Klinikum (Germany), Institut für Schlaganfall- und Demenzforschung (Germany), University Hospital Magdeburg (Germany), Universitätsmedizin Göttingen (Germany), University of Bonn (Germany), Hertie Institute for Clinical Brain Research (Germany), Munich Cluster for Systems Neurology (Germany), Universitätsklinikum Tübingen (Germany), Imperial College London (United Kingdom), Technical University of Munich (Germany), UK Dementia Research Institute (United Kingdom), University of Sheffield (United Kingdom), University of Cologne (Germany), University Hospital Bonn (Germany), University of Aveiro (Portugal)
Categories: structural MRI / diffusion (modality), human (organism), Alzheimer's / dementia (population), clinical / translational (subfield)

Data

Datasets cited

Contribute

The authors of this paper can claim it and correct its record, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to the registry's own machine, which answers it; your account page follows them.

Sign in with ORCID to claim this paper as one of its authors or correct its record: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.

Add the badge to the code's README

OSCR: the badge of this paper

Authors and maintainers of this paper's code: the badge says what OSCR knows of the paper and links the code to this page. Paste one of these under the README's title. Keep the two marks around it: they let the badge be replaced in place, never added twice. Nothing is changed for you.

Markdown
<!-- oscr-badge:start -->
[![OSCR](https://openscicode.org/badge/doi/10.1038/s41598-025-26227-2.svg)](https://openscicode.org/badge/doi/10.1038/s41598-025-26227-2)
<!-- oscr-badge:end -->
reStructuredText
.. oscr-badge:start

.. image:: https://openscicode.org/badge/doi/10.1038/s41598-025-26227-2.svg
   :target: https://openscicode.org/badge/doi/10.1038/s41598-025-26227-2
   :alt: OSCR

.. oscr-badge:end
HTML
<!-- oscr-badge:start -->
<a href="https://openscicode.org/badge/doi/10.1038/s41598-025-26227-2"><img src="https://openscicode.org/badge/doi/10.1038/s41598-025-26227-2.svg" alt="OSCR"></a>
<!-- oscr-badge:end -->

On GitHub, open the README, choose Edit (the pencil), paste the snippet under the title, then "Commit changes".

Or let it be kept for you, once you choose it: oscr badge --write from the command line, or the GitHub Action in your repository's workflows. Every other form is on the badge page.

Request its removal

To ask for this record, the copies of its authors' scripts or its tracing map to be removed, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).