Evidence map›Paper›PMID 41301832›Full record

ReviewBiomedicines2025

From Lesion to Decision: AI for ARIA Detection and Predictive Imaging in Alzheimer's Disease.

Rafail C Christodoulou, Platon S Papageorgiou, Maria Daniela Sarquis, Ludwing Rivera, Celimar Morales Gonzalez, Daniel Eller, Gipsany Rivera, Vasileia Petrou, Georgios Vamvouras, Evros Vassiliou and 2 more

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Biomedicines, 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

12 authors.

Rafail C ChristodoulouDepartment of Radiology, Stanford University School of Medicine, Stanford, CA 94305, USA.ORCID 0009-0001-6857-3927
Platon S PapageorgiouDepartment of Medicine, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece.ORCID 0009-0007-6102-3344
Maria Daniela SarquisDepartment of Medicine, Universidad de Carabobo, Valencia 2001, Venezuela.ORCID 0009-0009-4459-4422
Ludwing RiveraDepartment of Medicine, American University of Antigua College of Medicine, St. John's 1451, Antigua and Barbuda.
Celimar Morales GonzalezDepartment of Medicine, American University of Antigua College of Medicine, St. John's 1451, Antigua and Barbuda.
Daniel EllerDepartment of Radiology, Stanford University School of Medicine, Stanford, CA 94305, USA.ORCID 0000-0002-8399-2759
Gipsany RiveraDepartment of Medicine, American University of Antigua College of Medicine, St. John's 1451, Antigua and Barbuda.
Vasileia PetrouDepartment of Medicine, University of Ioannina, 45110 Ioannina, Greece.
Georgios VamvourasDepartment of Mechanical Engineering, National Technical University of Athens, 15772 Athens, Greece.ORCID 0009-0000-0002-5513
Evros VassiliouDepartment of Biological Sciences, Kean University, Union, NJ 07083, USA.
Sokratis G Papageorgiou1st Department of Neurology, Medical School, National and Kapodistrian University of Athens, Eginition Hospital, 15772 Athens, Greece.ORCID 0000-0001-8863-3635
Michalis F GeorgiouDepartment of Radiology, Division of Nuclear Medicine, University of Miami, Miami, FL 33136, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Alzheimer’s diseaseamyloid-related imaging abnormalitiesanti-amyloid monoclonal antibodiesARIA-EARIA-Hartificial intelligencedetectionimagingMRIprediction

Identifiers

PMID41301832
PMCPMC12650076

What Socratic 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 Socratic graph.