Evidence map›Paper›PMID 40806883›Full record

ArticleJournal of clinical medicine2025

AI-Based Classification of Mild Cognitive Impairment and Cognitively Normal Patients.

Rafail Christodoulou, Giorgos Christofi, Rafael Pitsillos, Reina Ibrahim, Platon Papageorgiou, Sokratis G Papageorgiou, Evros Vassiliou, Michalis F Georgiou

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

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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.

Rafail ChristodoulouDepartment of Radiology, Stanford University School of Medicine, Stanford, CA 94305, USA.ORCID 0009-0001-6857-3927
Giorgos ChristofiFaculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, 2628 Delft, The Netherlands.ORCID 0009-0004-5100-5802
Rafael PitsillosDepartment of Neurophysiology, The Cyprus Institute of Neurology and Genetics, Nicosia 2371, Cyprus.
Reina IbrahimFaculty of Medicine, University of Balamand, Balamand 2807, Lebanon.
Platon Papageorgiou2nd Department of Orthopaedic Surgery and Traumatology, Aghia Sophia Pediatric General Hospital, Thivon 3 Street, 15772 Athens, Greece.ORCID 0009-0007-6102-3344
Sokratis G Papageorgiou1st Department of Neurology, Medical School, National and Kapodistrian University of Athens, Eginition Hospital, 15772 Athens, Greece.ORCID 0000-0001-8863-3635
Evros VassiliouDepartment of Biological Sciences, Union, NJ 07083, USA.
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 diseasebiomarkersensemble modelmachine learningmild cognitive impairment

Identifiers

PMID40806883
PMCPMC12347097

What OpenQuestion holds

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Registered trials

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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.