Evidence map›Paper›PMID 41977082›Full record

ArticleJournal of clinical medicine2026

Deep Learning-Assisted Localization of Cystic Lesions and Benign Tumors in the Maxillofacial Region Using Panoramic Radiographs: A Preliminary Feasibility Study.

Kai-Hua Lien, Sih-Yi Wu, Yun-Ya Yang, Jia-Yu Liu, Yi-Cheng Chen, Ten-Yi Huang, Yu-Wen Tang, Yen-Chu Hsiao, Chung-Bin Wu, Cheng-Chia Yu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of clinical medicine, 2026. 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

10 authors.

Kai-Hua LienDepartment of Stomatology, Division of Oral and Maxillofacial Surgery, Taichung Veterans General Hospital, Taichung 407, Taiwan.ORCID 0000-0002-8913-8609
Sih-Yi WuDepartment of Stomatology, Division of Oral and Maxillofacial Surgery, Taichung Veterans General Hospital, Taichung 407, Taiwan.ORCID 0009-0003-9080-7210
Yun-Ya YangDepartment of Electrical Engineering, National Chung Hsing University, Taichung 402, Taiwan.
Jia-Yu LiuDepartment of Electrical Engineering, National Chung Hsing University, Taichung 402, Taiwan.
Yi-Cheng ChenDepartment of Electrical Engineering, National Chung Hsing University, Taichung 402, Taiwan.
Ten-Yi HuangX Intelligence Inc., Hsinchu County 302, Taiwan.
Yu-Wen TangDepartment of Stomatology, Division of Oral and Maxillofacial Surgery, Taichung Veterans General Hospital, Taichung 407, Taiwan.
Yen-Chu HsiaoDepartment of Stomatology, Division of Oral and Maxillofacial Surgery, Taichung Veterans General Hospital, Taichung 407, Taiwan.
Chung-Bin WuDepartment of Electrical Engineering, National Chung Hsing University, Taichung 402, Taiwan.ORCID 0000-0001-6585-980X
Cheng-Chia YuSchool of Dentistry, Chung Shan Medical University, Taichung 402, Taiwan.

Funding

Taichung Veterans General Hospital and National Chung Hsing University TCVGH-NCHU1110117
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ameloblastomaartificial intelligence in dentistrybenign tumorscystic lesionsdeep learninginstance segmentationMask R-CNNmaxillofacial pathologyodontogenic cystspanoramic radiographs

Identifiers

PMID41977082
PMCPMC13073520

What OpenQuestion holds

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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.