Development of an artificial intelligence model for automated detection of the mandibular canal, mental foramen, and maxillary sinus in panoramic radiographs: an original diagnostic accuracy study.

The study concluded that the model effectively segments anatomical landmarks like mandibular canal, mental foramen, and maxillary sinus in panoramic radiographs and can be successfully integrated with dental radiographic workflows. With clinical integration and continued validation, these tools could improve diagnostic consistency, and aid in decision-making in general dental practice.

Authors

Publication Details

Journal
PubMed
Published
2026-01-26
DOI
https://doi.org/10.3290/j.qi.b6695899
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Development of an artificial intelligence model for automated detection of the mandibular canal, mental foramen, and maxillary sinus in panoramic radiographs: an original diagnostic accuracy study.

Y Samatha, Pavani Kotha, Sethu Manjusha Saranu, Sanjana Marpuri et al.
PubMed
Dental Radiography and Imaging
article

Development of an artificial intelligence model for automated detection of the mandibular canal, mental foramen, and maxillary sinus in panoramic radiographs: an original diagnostic accuracy study.

Y Samatha, Pavani Kotha, Sethu Manjusha Saranu, Sanjana Marpuri, Purnachandrarao Naik Nunsavathu, Vinathi Sai Subhanika Vobilineni
article en

Abstract

The study concluded that the model effectively segments anatomical landmarks like mandibular canal, mental foramen, and maxillary sinus in panoramic radiographs and can be successfully integrated with dental radiographic workflows. With clinical integration and continued validation, these tools could improve diagnostic consistency, and aid in decision-making in general dental practice.

PubMedVol. 57(1)
Openalex Percentile: Top 100%
Dental Radiography and Imaging
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.