AIMC Topic: Odontogenic Cysts

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CBCT radiomics features combine machine learning to diagnose cystic lesions in the jaw.

Dento maxillo facial radiology Jul 1, 2025
OBJECTIVE: The aim of this study was to develop a radiomics model based on cone beam CT (CBCT) to differentiate odontogenic cysts (OCs), odontogenic keratocysts (OKCs), and ameloblastomas (ABs).
Humans Machine Learning Retrospective Studies Female Adult Sensitivity and Specificity Radiomics Male Middle Aged Cone-Beam Computed Tomography Diagnosis, Differential Odontogenic Cysts Ameloblastoma Jaw Neoplasms
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Application of machine learning in the preoperative radiomic diagnosis of ameloblastoma and odontogenic keratocyst based on cone-beam CT.

Dento maxillo facial radiology Jun 28, 2024
OBJECTIVES: Preoperative diagnosis of oral ameloblastoma (AME) and odontogenic keratocyst (OKC) has been a challenge in dentistry. This study uses radiomics approaches and machine learning (ML) algorithms to characterize cone-beam CT (CBCT) image fea...
Humans Machine Learning Algorithms Retrospective Studies Female Aged Adult Radiomics Male Middle Aged Adolescent Cone-Beam Computed Tomography Diagnosis, Differential Radiographic Image Interpretation, Computer-Assisted Odontogenic Cysts Ameloblastoma Jaw Neoplasms
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[Application of Deep Learning in Differential Diagnosis of Ameloblastoma and Odontogenic Keratocyst Based on Panoramic Radiographs].

Zhongguo yi xue ke xue yuan xue bao. Acta Academiae Medicinae Sinicae Apr 1, 2023
Objective To evaluate the accuracy of different convolutional neural networks (CNN),representative deep learning models,in the differential diagnosis of ameloblastoma and odontogenic keratocyst,and subsequently compare the diagnosis results between m...
Humans Retrospective Studies Deep Learning Diagnosis, Differential Radiography, Panoramic Odontogenic Cysts Ameloblastoma Odontogenic Tumors
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