Children's dental panoramic radiograph image segmentation via dual aggregation transformer UNet

Compared to other methods, our proposed model achieves superior results, reaching the state-of-the-art (SOTA) in this field.

Authors

Wu Wen (ORCID: https://orcid.org/0000-0001-7727-5043)
Xiaoyang Mao
X. Chen
Yaqi Wang (ORCID: https://orcid.org/0009-0005-6146-4225)
Zhenyang Zhu
Lingxiao Chen

Institutions

Zhejiang University of Science and Technology (CN)
Zhejiang University of Water Resource and Electric Power (CN)
Hangzhou Dianzi University (CN)
Zhejiang University of Technology (CN)
University of Yamanashi (JP)

Publication Details

Journal: Medical Physics
Published: 2025-12-21
DOI: https://doi.org/10.1002/mp.70202
Citations: 1
Primary Topic: Dental Radiography and Imaging
Type: article
Field-Weighted Citation Impact: 1.79

Funders

National Natural Science Foundation of China

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

Children's dental panoramic radiograph image segmentation via dual aggregation transformer UNet

Wu Wen, Xiaoyang Mao, X. Chen, Yaqi Wang et al.

Dec 21, 2025

1 citations

Medical Physics

Dental Radiography and Imaging

1.79

article

Children's dental panoramic radiograph image segmentation via dual aggregation transformer UNet

Wu Wen, Xiaoyang Mao, X. Chen, Yaqi Wang, Zhenyang Zhu, Lingxiao Chen

December 21, 2025article en

1 citations

Abstract

Compared to other methods, our proposed model achieves superior results, reaching the state-of-the-art (SOTA) in this field.

Medical PhysicsVol. 53(1)

Zhejiang University of Science and Technology (CN), Zhejiang University of Water Resource and Electric Power (CN), Hangzhou Dianzi University (CN), Zhejiang University of Technology (CN), University of Yamanashi (JP)

National Natural Science Foundation of China

Openalex Percentile: Top 11%

Dental Radiography and Imaging

1.79

DOI Open Access PDF OpenAlex

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.

Children's dental panoramic radiograph image segmentation via dual aggregation transformer UNet — Wu Wen, Xiaoyang Mao, et al. · Medical Physics (2025) | TGRS Research Map | TGRS