# <scp>iSPHYNCS</scp> : Unsupervised Clustering in Questionnaires and Metadata Reveals Distinct Subtypes in the Narcolepsy Borderland

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/scp-isphyncs-scp-unsupervised-clustering-in-questionnaires-and-metadata-reveals/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Rafael Morand,Livia Fregolente,Julia van der Meer,Elena Wenz,Annina Helmy,Lorenzo Brigato,Jan D. Warncke,Kseniia Zub,Ramin Khatami,Zhongxing Zhang,Sigrid von Manitius,Silvia Miano,Jens G Acker,Mathias Strub,Ulf Kallweit,Gert Jan Lammers,Athina Tzovara,Claudio L. A. Bassetti,Stavroula Mougiakakou,Markus H Schmidt |
| Citations | 2 |
| DOI | 10.1111/jsr.70294 |
| Fields | Medicine,Neuroscience,Psychology |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://doi.org/10.1111/jsr.70294 |
| OpenAlex ID | https://openalex.org/W7128372129 |
| PMID | 41657285 |
| Type | article |
| Year | 2026 |

## Paper authors

- [Jan D. Warncke](https://scholariq.org/researchers/jan-d-warncke/)
- [Gert Jan Lammers](https://scholariq.org/researchers/gert-jan-lammers/)
- [Stavroula Mougiakakou](https://scholariq.org/researchers/stavroula-mougiakakou/)
- [Ramin Khatami](https://scholariq.org/researchers/ramin-khatami/)
- [Silvia Miano](https://scholariq.org/researchers/silvia-miano/)

## Paper funders

- [Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung](https://scholariq.org/funders/schweizerischer-nationalfonds-zur-forderung-der-wissenschaftlichen-forschung/)

## Paper journal

- [Journal of Sleep Research](https://scholariq.org/journals/journal-of-sleep-research/)

## Paper primary topic

- [Sleep and Wakefulness Research](https://scholariq.org/topics/sleep-and-wakefulness-research/)

## Paper topics

- [Sleep and Wakefulness Research](https://scholariq.org/topics/sleep-and-wakefulness-research/)
- [Restless Legs Syndrome Research](https://scholariq.org/topics/restless-legs-syndrome-research/)
- [Sleep and Work-Related Fatigue](https://scholariq.org/topics/sleep-and-work-related-fatigue/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.