Evidence map›Paper›PMID 41315788›Full record

ArticleScientific reports2025

Normal twin PET: personalized generative modeling for confounder correction and anomaly detection in whole-body PET/CT.

Christian Hinge, Anders Bertil Rodell, Sven Zuehlsdorff, Bruce Spottiswoode, Kirsten Korsholm, Barbara Malene Fischer, Claes Nøhr Ladefoged, Flemming Littrup Andersen

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Christian HingeDepartment of Clinical Physiology and Nuclear Medicine, Rigshospitalet, Copenhagen, Denmark. Christian.hinge@regionh.dk.
Anders Bertil RodellSiemens Healthcare A/S Denmark, Ballerup, Denmark.
Sven ZuehlsdorffSiemens Medical Solutions USA, Inc., Knoxville, TN, USA.
Bruce SpottiswoodeSiemens Medical Solutions USA, Inc., Knoxville, TN, USA.
Kirsten KorsholmDepartment of Clinical Physiology and Nuclear Medicine, Rigshospitalet, Copenhagen, Denmark.
Barbara Malene FischerDepartment of Clinical Medicine, Copenhagen University, Copenhagen, Denmark.
Claes Nøhr Ladefoged *Department of Clinical Physiology and Nuclear Medicine, Rigshospitalet, Copenhagen, Denmark.
Flemming Littrup Andersen *Department of Clinical Physiology and Nuclear Medicine, Rigshospitalet, Copenhagen, Denmark.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Variable physiological [

Indexed as

Image Processing, Computer-AssistedPositron Emission Tomography Computed TomographyWhole Body ImagingAdultAgedDeep LearningFemaleFluorodeoxyglucose F18HumansLymphomaMaleMiddle AgedPositron-Emission TomographyFluorodeoxyglucose F18Anomaly detectionArtificial intelligenceConfounder correctionDigital twinFDG-PETLAFOV

Identifiers

PMID41315788
PMCPMC12663462

What OpenQuestion holds

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LicenceCC BY
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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.