ArticleDento maxillo facial radiology2021
Primary clinical study of radiomics for diagnosing simple bone cyst of the jaw.
Article in Dento maxillo facial radiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 14 citations in OpenAlex.
- Florid Cemento-Osseous Dysplasia and Simple Bone Cyst Association: Co-Occurrence or Evolution of the Disease? Two Case Reports and Literature Review.Clinical and experimental dental research · 2026Review
- Radiomics-based quantitative assessment of the mandibular cortical index on panoramic radiographs.Scientific reports · 2026Article
- Radiomics-Based Differential Diagnosis of Radicular Cysts and Apical Granulomas on CBCT Images Using RadC-CNN Architecture.Diagnostics (Basel, Switzerland) · 2026Article
- Radiographic and histopathologic characteristics of simple bone cysts: a retrospective study of 46 cases.BMC oral health · 2025Article
- Radiomic Parameters in Periapical Lesions: A CBCT Analysis Evaluating Volumetric Size, Cortical Expansion, Erosion, and Shape.European endodontic journal · 2024Article
- Differential Diagnosis of OKC and SBC on Panoramic Radiographs: Leveraging Deep Learning Algorithms.Diagnostics (Basel, Switzerland) · 2024Article
- Reproducibility and location-stability of radiomic features derived from cone-beam computed tomography: a phantom study.Dento maxillo facial radiology · 2023Article
- Radiomics in bone pathology of the jaws.Dento maxillo facial radiology · 2023Article
- Emulating Clinical Diagnostic Reasoning for Jaw Cysts with Machine Learning.Diagnostics (Basel, Switzerland) · 2022Article
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo screen the radiomic features of simple bone cysts of the jaws and explore the potential application of radiomics in pre-operative diagnosis of jaw simple bone cysts.
methodsThe investigators designed and implemented a case-control study. 19 patients with simple bone cysts who were admitted to the Department of Maxillofacial Surgery, Sun Yat-sen University Affiliated Stomatology Hospital from 2013 to 2019 were included in this study. Their clinical data and cone-beam computed tomography (CBCT) images were examined. The control group consisted of patients with odontogenic keratocyst. CBCT imaging features were analyzed and compared between the patient and control groups.
resultsOverall, 10,323 image features were extracted through feature analysis. A subset of 25 radiomic features obtained after feature selection were analyzed further. These 25 features were significantly different between the 2 groups (
conclusionsPre-operative radiomics analysis showed the differences between simple bone cysts and odontogenic keratocysts, can help to diagnose simple bone cysts. Three specific texture features-GLCM contrast, NGTDM contrast, and GLCM variance-may be the characteristic imaging features of simple bone cysts of the jaw.
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