Evidence map›Paper›PMID 40091913›Full record

ArticleCureus2025

Knowledge, Attitudes, and Perceptions of Dental Professionals Regarding Robotics and Artificial Intelligence in Dentistry: A Cross-Sectional Study in Lucknow, India.

Pratisha Mishra, Arunendra Vikram Singh, Pratyush Kar, Aparna Chaturvedi

Abstract read
In one paragraph

Article in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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.

Pratisha MishraPublic Health Dentistry, Sardar Patel Post Graduate Institute of Dental and Medical Sciences, Lucknow, IND.
Arunendra Vikram SinghPublic Health Dentistry, Sardar Patel Post Graduate Institute of Dental and Medical Sciences, Lucknow, IND.
Pratyush KarAnesthesiology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, IND.
Aparna ChaturvediPublic Health Dentistry, Sardar Patel Post Graduate Institute of Dental and Medical Sciences, Lucknow, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction Artificial intelligence (AI) and robotics have now come to redefine the face of different healthcare paradigms, including dentistry. AI refers to the development of computer systems that are intended to simulate human intelligence. Robotics applies these systems to achieve tasks. There has been global advancement in AI and robotics; however, their use in Indian health care is still scant. This article evaluates the knowledge, attitudes, and perceptions of dental professionals concerning AI and robotics in the oral health of Lucknow city in India. Objectives This study aims to assess the awareness of dental professionals regarding AI and robotics, as well as evaluate their attitudes toward integrating AI into dental practice. Additionally, it seeks to identify gaps in knowledge related to AI applications in dentistry and explore potential barriers to its adoption in clinical practice. Methods This cross-sectional, observational survey included 285 dental professionals (independent practitioners, postgraduate students, and faculty members) in Lucknow, India. A pre-validated questionnaire with 18 closed-ended questions was used for data collection via Google Forms (Google, Inc., Mountain View, CA, USA). The sampling method was non-probability snowball sampling, and data analysis was conducted using the Statistical Package for the Social Sciences (IBM SPSS Statistics for Windows, IBM Corp., Version 26.0, Armonk, NY). Chi-square tests were used to assess associations between demographics and responses. A p-value <0.05 was considered statistically significant. Validation metrics for the questionnaire were included to enhance credibility. Results Most participants had knowledge of robotics (88.8%) and AI (96.5%). However, 14.4% to 20.4% of respondents lacked awareness of specific AI applications. A majority (77.5%) agreed that AI facilitates computer-aided design and manufacturing (CAD/CAM) processes, yet 73% expressed skepticism about AI fully replacing dentists. Conclusion Dental professionals in Lucknow generally support AI and robotics integration but exhibit significant knowledge gaps. Structured AI education and continuous professional training are essential for successful integration into dental practice. Ethical considerations, including data privacy, algorithmic bias, and AI accountability, should be addressed in future policies.

Indexed as

artificial intelligencedentistryeducationroboticstechnology

Identifiers

PMID40091913
PMCPMC11907213

What OpenQuestion holds

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LicenceCC BY
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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.