Evidence map›Paper›PMID 41464246›Full record

ReviewDiagnostics (Basel, Switzerland)2025

The Application and Performance of Artificial Intelligence (AI) Models in the Diagnosis, Classification, and Prediction of Periodontal Diseases: A Systematic Review.

Mohammed Jafer, Wael Ibraheem, Tazeen Dawood, Ali Abbas, Khalid Hakami, Turki Khurayzi, Abdullah J Hakami, Shahd Alqahtani, Mubarak Aldosari, Khaled Ageely and 3 more

Abstract readReview
In one paragraph

Review 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 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. 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

13 authors.

Mohammed JaferDepartment of Preventive Dental Sciences, Jazan University, Jazan 45142, Saudi Arabia.ORCID 0000-0003-2263-7187
Wael IbraheemDepartment of Preventive Dental Sciences, Jazan University, Jazan 45142, Saudi Arabia.ORCID 0000-0003-0933-5459
Tazeen DawoodDepartment of Preventive Dental Sciences, Jazan University, Jazan 45142, Saudi Arabia.ORCID 0009-0007-7372-2994
Ali AbbasDental Intern, College of Dentistry, Jazan University, Jazan 45142, Saudi Arabia.ORCID 0009-0003-9861-1378
Khalid HakamiDental Intern, College of Dentistry, Jazan University, Jazan 45142, Saudi Arabia.ORCID 0009-0004-0175-2260
Turki KhurayziDepartment of Periodontics, Riyadh Second Health Cluster, Riyadh 11176, Saudi Arabia.ORCID 0009-0001-6382-7684
Abdullah J HakamiDepartment of Prosthetic Dental Sciences, King Saud University, Riyadh 11472, Saudi Arabia.ORCID 0000-0003-3810-6882
Shahd AlqahtaniDepartment of Periodontics, College of Dentistry, Princess Norah bint Abdulrahman University, Riyadh 11671, Saudi Arabia.ORCID 0009-0002-8037-3933
Mubarak AldosariDepartment of Periodontics, Riyadh Second Health Cluster, Riyadh 11176, Saudi Arabia.ORCID 0009-0004-2838-4576
Khaled AgeelyJazan Health Cluster, Ministry of Health, Jazan 45142, Saudi Arabia.ORCID 0009-0003-0641-2372
Sanjeev B KhanagarPreventive Dental Science Department, College of Dentistry, King Saud bin Abdulaziz University for Health Sciences, Riyadh 11426, Saudi Arabia.
Satish VishwanathaiahDepartment of Preventive Dental Sciences, Jazan University, Jazan 45142, Saudi Arabia.ORCID 0000-0002-8376-297X
Prabhadevi C MaganurDepartment of Preventive Dental Sciences, Jazan University, Jazan 45142, Saudi Arabia.ORCID 0000-0002-0959-2597

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceclassificationdeep learningdiagnosisgradingpanoramic radiographsperiodontal diseasesprediction

Identifiers

PMID41464246
PMCPMC12731622

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.