Evidence map›Paper›PMID 41164626›Full record

ArticleJournal of pharmacy & bioallied sciences2025

Application of Artificial Intelligence in Dental Imaging Interpretation and Diagnosis - A Systematic Review.

Priya Manimegalan, Samidha Pande, S Priscilla Shalini, Geethu Ann George, Sheetal S Patil, Shrutika M Salunkhe

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of pharmacy & bioallied sciences, 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. Article
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

6 authors.

Priya ManimegalanDepartment of Orthodontics, Private practitioner, Aditi Oro Dental Care, Banglore, Karnataka, India.
Samidha PandeAssistant Professor, Department of Prosthodontics, Ranjeet Deshmukh Dental College and Research Centre, Nagpur, Maharashtra, India.
S Priscilla ShaliniAssistant Professor, Department of Dentistry, Vinayaka Missions Medical College and Hospital, Karaikal, Puducherry, India.
Geethu Ann GeorgeDepartment of General Dentistry, AJ Institute of Dental Sciences, Kuntikan, Mangaluru, Karnataka, India.
Sheetal S PatilAssociate Dentist, Department of General Dentistry, Century Rayon Colony Murbad Road Shahad, Kalyan (West), Thane, Maharashtra, India.
Shrutika M SalunkheAssistant Professor, Department of OMFS, Dr. D. Y. Patil Dental College and Hospital, Dr. D. Y. Patil Vidyapeeth, Pune, Maharashtra, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study assessed artificial intelligence in dental imaging interpretation and diagnosis. A PubMed and Cochrane Library search identified studies published between January 2020 and February 2025. Data extraction followed Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Of 400 initial studies identified, nine were included in the final analysis. Most studies reported high accuracy, with the highest accuracy of 99.5% achieved for mandibular segmentation. AI in dental imaging is effective in enhancing diagnostic precision and clinical decision-making.

Indexed as

Artificial intelligencedental imagingdiagnosissystematic review

Identifiers

PMID41164626
PMCPMC12563982

What OpenQuestion holds

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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.