Evidence map›Paper›PMID 40104922›Full record

ReviewJournal of sleep research2025

About Digitalisation and AI, Data Protection, Data Exchange, Data Mining-Legal Constraints/Challenges Concerning Sleep Medicine.

Bernd Feige, Fee Benz, Raphael J Dressle, Dieter Riemann

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Journal of sleep research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Bernd FeigeDepartment of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Freiburg, Germany.ORCID 0000-0002-9436-1258
Fee BenzDepartment of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Freiburg, Germany.ORCID 0000-0002-8394-9179
Raphael J DressleDepartment of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Freiburg, Germany.ORCID 0000-0001-9408-5196
Dieter RiemannDepartment of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Freiburg, Germany.

Funding

Universitatsklinikum Freiburg
6 · The paper itself

Abstract

The revolution of artificial intelligence (AI) methods in the scope of the last years has inspired a deluge of use cases but has also caused uncertainty about the actual utility and boundaries of these methods. In this overview, we briefly introduce their main characteristics before focusing on use cases in sleep medicine, discriminating four main areas: Measuring sleep state, advancing diagnostics, advancing research and general advances. We then outline the current European legal framework on AI and the related topic of data sharing.

Indexed as

Artificial IntelligenceComputer SecurityData MiningSleep Medicine SpecialtySleep Wake DisordersHumansInformation Disseminationartificial intelligenceclassificationdata protectionpolysomnographysleep medicine

Identifiers

PMID40104922
PMCPMC12426696

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.