Annu Int Conf IEEE Eng Med Biol Soc July 2018 PMID 30440944

A Convolutional Neural Network Based Auto-Positioning Method For Dental Arch In Rotational Panoramic Radiography.

Xin Du, Yi Chen, Jun Zhao, Yan Xi

Mentions

6
Peak: 5 in Oct 2025
across 4 sources since Oct 2025

Extended reach

60
potential audience

Total likes

2

Video views

26

Mentions per month

Oct 2025

All 5 dated mentions so far are from Oct 2025.

Where it's discussed

  • X / Twitter2 posts
  • YouTube2 videos
  • LinkedIn1 posts
  • News1 articles

AI synopsis

What people are saying

Discussions emphasize the novelty of using CNN to correct dental arch misalignments, with posts mentioning 'innovative approach' and 'better image quality.' The tone communicates excitement about potential improvements in diagnostic imaging, supported by references to the study's focus on error correction and image clarity.

AgreementModerate agreement

Most discussions acknowledge the significance of developing advanced auto-positioning methods, indicating general agreement with the research's importance.

InterestHigh interest

A high interest score reflects curiosity and enthusiasm, supported by comments highlighting the innovative CNN approach and its potential benefits.

EngagementModerate engagement

Posts show a moderate level of engagement by referencing specific details like the correction of misalignment and the potential for clearer images, suggesting active consideration.

ImpactModerate impact

The perceived impact is moderate, as users recognize the technological advancement could improve diagnostic accuracy, although it remains in early stages.

Abstract in brief

  • The paper discusses a new CNN-based auto-positioning method for dental arch imaging in rotational panoramic radiography, aiming to address issues caused by patient positioning errors.
  • It highlights the limitations of traditional positioning devices, which can't fully prevent image blurring due to anatomical differences and improper postures.
  • The proposed approach estimates positioning errors with CNNs and corrects the dental arch curvature, resulting in clearer images suitable for accurate diagnosis.]

Top posts

Most liked on X and Bluesky
Dental AI
@Dentalai_pt · X

This study introduces a CNN-based auto-positioning system that detects and corrects patient dental-arch misalignment during rotational panoramic imaging. Watch on YT https://t.co/dZZHPwsIc8

Oct 19, 2025 · 1 like · 1 share · 11 followers View post →
Nielsen Pereira
@nielsantper · X

RT @Dentalai_pt: This study introduces a CNN-based auto-positioning system that detects and corrects patient dental-arch misalignment durin…

Oct 20, 2025 · 1 share View post →

All mentions

Nielsen Pereira
@nielsantper · X

RT @Dentalai_pt: This study introduces a CNN-based auto-positioning system that detects and corrects patient dental-arch misalignment durin…

Oct 20, 2025 · 1 share View post →
Dental AI
@Dentalai_pt · X

This study introduces a CNN-based auto-positioning system that detects and corrects patient dental-arch misalignment during rotational panoramic imaging. Watch on YT https://t.co/dZZHPwsIc8

Oct 19, 2025 · 1 like · 1 share · 11 followers View post →
Progress in Deep Learning-Based Dental and Maxillofacial Image ...
News

https://doi.org/10.1109/EMBC.2019.8857060. Ali, R. B., Ejbali, R., & Zaied ... EMBC.2018.8512732. Kim, J., Lee, H. S., Song, I. S., & Jung, K. H. (2019) ...

Dec 28, 2025 View →
IEEE 2018 study: AI corrects dental-arch misalignment in panoramic ...
LinkedIn

Publication DOI: https://doi.org/10.1109/embc.2018.8512732 · Like · Reply. 1 Reaction. See more comments. To view or add a comment, sign in ...

Oct 19, 2025 View →