Evidence map›Paper›PMID 41164696›Full record

ArticleJournal of pharmacy & bioallied sciences2025

Enhancing Clear Aligners Therapy with Artificial Intelligence and Technology.

Radhika Nair

Abstract read
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. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Radhika NairClinical Project Manager, InBrace, Irvine, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The efficacy of clear aligner therapy (CAT) in the management of malocclusion is largely dependent on patient compliance, especially the proper use of aligners. Objective: The present study investigated the influence of an artificial intelligence (AI) mobile application (StrojCHECK Materials and Methods: Fifty-five patients (33 women, 22 men) aged 12-68 years were tracked pre- and post-an update to the app's AI system with features such as decision tree algorithms, individualized feedback, and real-time alerting for patients and clinicians. Results: Our findings indicated increased patient app engagement scores from 4.2 to 7.3 and improved clinical aligner tracking adherence from 85% to 92%. Gender-based analysis showed a highly significant decrease in non-compliance among women participants (from 10% to 5%, Conclusion: The investigation emphasizes the crucial role of collecting behavioral data and individualized feedback in improving the outcome of treatments. The adoption of AI technology in digital healthcare solutions has vast potential to increase patient compliance and maximize orthodontic treatment.

Indexed as

Artificial intelligenceclear aligner therapyorthodontic treatmentsmart application

Identifiers

PMID41164696
PMCPMC12563389

What OpenQuestion holds

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LicenceCC BY-NC-SA
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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.