Spatiotemporal deep learning for early detection of isolated REM sleep behavior disorder and Parkinson’s disease using functional MRI data

Silvia Basaia, Stefano Pisano, Elisabetta Sarasso, Tania Filaferro, Andrea Gardoni, Sara Marelli, Roberta Balestrino, Tommaso Cusolito, Alessandra Castelnuovo, Andrea Grassi, Luigi Ferini-Strambi, Rosita De Micco, Alessandro Tessitore, Massimo Salvi, Filippo Molinari, Federica Agosta, Massimo Filippi

Open source

DOI: 10.1038/s41531-026-01477-7
Published: 2026-07-14
Container: npj Parkinson's Disease
Publisher: Springer Science and Business Media LLC
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41531-026-01477-7,
  title = {Spatiotemporal deep learning for early detection of isolated REM sleep behavior disorder and Parkinson’s disease using functional MRI data},
  author = {Silvia Basaia and Stefano Pisano and Elisabetta Sarasso and Tania Filaferro and Andrea Gardoni and Sara Marelli and Roberta Balestrino and Tommaso Cusolito and Alessandra Castelnuovo and Andrea Grassi and Luigi Ferini-Strambi and Rosita De Micco and Alessandro Tessitore and Massimo Salvi and Filippo Molinari and Federica Agosta and Massimo Filippi},
  year = {2026},
  journal = {npj Parkinson's Disease},
  doi = {10.1038/s41531-026-01477-7},
  url = {https://doi.org/10.1038/s41531-026-01477-7}
}

RIS

TY  - JOUR
TI  - Spatiotemporal deep learning for early detection of isolated REM sleep behavior disorder and Parkinson’s disease using functional MRI data
AU  - Silvia Basaia
AU  - Stefano Pisano
AU  - Elisabetta Sarasso
AU  - Tania Filaferro
AU  - Andrea Gardoni
AU  - Sara Marelli
AU  - Roberta Balestrino
AU  - Tommaso Cusolito
AU  - Alessandra Castelnuovo
AU  - Andrea Grassi
AU  - Luigi Ferini-Strambi
AU  - Rosita De Micco
AU  - Alessandro Tessitore
AU  - Massimo Salvi
AU  - Filippo Molinari
AU  - Federica Agosta
AU  - Massimo Filippi
PY  - 2026
JO  - npj Parkinson's Disease
DO  - 10.1038/s41531-026-01477-7
UR  - https://doi.org/10.1038/s41531-026-01477-7
ER  -

APA

Basaia, S., Pisano, S., Sarasso, E., Filaferro, T., Gardoni, A., Marelli, S., Balestrino, R., Cusolito, T., Castelnuovo, A., Grassi, A., Ferini-Strambi, L., Micco, R. D., Tessitore, A., Salvi, M., Molinari, F., Agosta, F., & Filippi, M. (2026). Spatiotemporal deep learning for early detection of isolated REM sleep behavior disorder and Parkinson’s disease using functional MRI data. npj Parkinson's Disease. https://doi.org/10.1038/s41531-026-01477-7

Source records

crossref · retrieved 2026-09-25T20:08:50.838Z