Evidence map›Paper›PMID 40428213›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Artificial Intelligence Model Assists Knee Osteoarthritis Diagnosis via Determination of K-L Grade.

Joo Chan Choi, Min Young Jeong, Young Jae Kim, Kwang Gi Kim

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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.

Joo Chan ChoiDepartment of Biomedical Engineering, College of Health & Science, Gachon University, Seongnam-si 461701, Republic of Korea.
Min Young JeongDepartment of Electrical and Computer Engineering, College of Information and Communication Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea.
Young Jae KimGachon Biomedical & Convergence Institute, Gachon University Gil Medical Center, Incheon 21565, Republic of Korea.ORCID 0000-0003-0443-0051
Kwang Gi KimDepartment of Biomedical Engineering, College of Health & Science, Gachon University, Seongnam-si 461701, Republic of Korea.ORCID 0000-0001-9714-6038

Funding

Ministry of Science and ICT 1711196789, RS-2023-00252804Ministry of Trade, Industry and Energy K_G012001185601
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

deep learningDenseNet201EfficientNetV2Kellgren–Lawrence grading systemknee osteoarthritisResNet101

Identifiers

PMID40428213
PMCPMC12110391

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.