ReviewJournal of conservative dentistry and endodontics
Artificial intelligence in conservative dentistry and endodontics: A game-changer.
Review in Journal of conservative dentistry and endodontics. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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.
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.
Who cites it
22 citing papers in PubMed.
- Comparative diagnostic accuracy of a You Only Look Once-11s deep learning model and human observers for detection of periapical lesions on intraoral periapical radiographs.Journal of conservative dentistry and endodontics · 2026Article
- Enhancing deep learning-based dental caries detection through feature pyramid network-based image segmentation.Journal of conservative dentistry and endodontics · 2026Article
- Comparative benchmark assessment of performance of six different large language models in clinical decision-making for vital pulp therapy.Journal of conservative dentistry and endodontics · 2026Article
- Radiographic assessment of post-endodontic filling features on PAN and CBCT: diagnostic agreement of an AI platform against CBCT consensus.Scientific reports · 2026Article
- Beta testing and clinical evaluation of an artificial intelligence-powered clinical decision support system for endodontic case assessment.Journal of conservative dentistry and endodontics · 2026Article
- Predicting outcomes of nonsurgical retreatment with artificial intelligence: A multicenter retrospective study using logistic regression, random forest, and extreme gradient boosting.Journal of conservative dentistry and endodontics · 2026Article
- A Bibliometric Analysis of Artificial Intelligence Research Published in Endodontic Journals.Iranian endodontic journal · 2026Review
- The Leeuwenhoek paradox in dental artificial intelligence: A narrative review of artificial intelligence-detected subclinical periapical changes and human-labeled false positives.Journal of dental sciences · 2026Review
- Developing an AI-powered tool for radiographic feedback on working length determination in pre-clinical endodontic training.Frontiers in dental medicine · 2026Article
- Artificial Intelligence in The Diagnosis, Treatment, and Prognostication in Endodontics: A Comprehensive Literature Review.European endodontic journal · 2025Review
- An end-to-end deep-learning system for segmentation and classification of dental caries from radiovisiography images.Journal of conservative dentistry and endodontics · 2025Article
- Artificial intelligence for dental caries detection: A mixup, fine-tuning, and quantization approach on the MobileNetV2 model.Journal of conservative dentistry and endodontics · 2025Article
- Role of Artificial Intelligence and Machine Learning in Conservative Dentistry and Endodontics: A Review.Cureus · 2025Review
- Revolutionizing the diagnosis of dental caries using artificial intelligence-based methods.Journal of conservative dentistry and endodontics · 2025Review
- Artificial intelligence application in endodontics: A narrative review.Imaging science in dentistry · 2024Review
- Volumetric correlation of periapical lesion with Orstavik's periapical index: A retrospective cone-beam computed tomographic study.Journal of conservative dentistry and endodontics · 2024Article
- Influence of periapical lesion volume on the radiodensity of surrounding bone: A CBCT study.Journal of conservative dentistry and endodontics · 2024Article
- Impact of Artificial Intelligence in Endodontics: Precision, Predictions, and Prospects.Journal of medical signals and sensors · 2024Review
- Review
- Diagnostic efficiency of digital photography and AI-assisted image interpretation in dental caries examination: An umbrella review.Journal of oral biology and craniofacial researchArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Artificial intelligence (AI) technology has mostly been used by dental practitioners to diagnose problems, plan treatments, make clinical judgments, and predict outcomes. In endodontics, convolutional neural networks and artificial neural networks, two types of (AI) models, have been used to study the anatomy of the root canal system, measure the length of root canal, identify periapical pathology and root fractures, prediction of success of retreatment procedures, and dental pulp stem cells viability. The goal of this review is to assess AI's role in conservative dentistry and endodontics.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.