Studies
Primary studies
26,293 studies included by 1,022 non-Cochrane dental reviews extracted from full text, one record per study, so a study included by several reviews is counted once. Most are randomized trials; etiology and diagnostic reviews also include observational and accuracy studies. Cochrane reviews and reviews with only their headline outcomes do not list their included studies here yet.
ReviewStudies included by Diagnostic Accuracy of Artificial Intelligence Models for Detecting Odontogenic Keratocytes on CBCT Imaging: A Systematic Review and…. Show all studies
| Study | Year | Reviews | Review outcomes linked | Trial data |
|---|---|---|---|---|
| Machine learning approach using radiomics features to distinguish odontogenic cysts and tumours Muraoka 2025 · Muraoka H., Kaneda T., et al. · International Journal of Oral and Maxillofacial Surgery DOI:10.1016/j.ijom.2025.06.020 | 2026 | 1 | none stated | not extracted yet |
| Machine learning approach using radiomics features to distinguish odontogenic cysts and tumours. Muraoka H 2025 · Muraoka H, Kaneda T, et al. · International journal of oral and maxillofacial surgery PMID:40617787 | 2026 | 1 | none stated | not extracted yet |
| CBCT radiomics features combine machine learning to diagnose cystic lesions in the jaw. Sha X 2025 · Sha Xiaoyan, Wang Chao, et al. · Dento maxillo facial radiology PMID:40111800 | 2025 | 1 | none stated | not extracted yet |
| Application of machine learning in the preoperative radiomic diagnosis of ameloblastoma and odontogenic keratocyst based on cone-beam CT. Song Y 2024 · Song Yang, Ma Sirui, et al. · Dento maxillo facial radiology PMID:38627247 | 2024 | 1 | none stated | not extracted yet |
| New perspectives in the differential diagnosis of jaw lesions: Machine learning and inflammatory biomarkers. Committeri U 2024 · Committeri Umberto, Barone Simona, et al. · Journal of stomatology, oral and maxillofacial surgery PMID:38719192 | 2024 | 1 | none stated | not extracted yet |
| Odontogenic cystic lesion segmentation on cone-beam CT using an auto-adapting multi-scaled UNet. Huang Z 2024 · Huang Zimo, Li Bo, et al. · Frontiers in oncology PMID:38933446 | 2024 | 1 | none stated | not extracted yet |
| Automatic classification and segmentation of multiclass jaw lesions in cone-beam CT using deep learning. Liu W 2024 · Liu Wei, Li Xiang, et al. · Dento maxillo facial radiology PMID:38937280 | 2024 | 1 | none stated | not extracted yet |
| Deep learning for detection and 3D segmentation of maxillofacial bone lesions in cone beam CT. Yeshua T 2023 · Yeshua Talia, Ladyzhensky Shmuel, et al. · European radiology PMID:37191921 | 2023 | 1 | none stated | not extracted yet |
| Computer tomographic differential diagnosis of ameloblastoma and odontogenic keratocyst: classification using a convolutional neural network. Bispo M S 2021 · Bispo Mayara Simões, Pierre Júnior Mário Lúcio Gomes de Queiroz, et al. · Dento maxillo facial radiology PMID:33882255 | 2021 | 1 | none stated | not extracted yet |
| Improved Diagnostic Accuracy of Ameloblastoma and Odontogenic Keratocyst on Cone-Beam CT by Artificial Intelligence. Chai Z 2022 · Chai Zi-Kang, Mao Liang, et al. · Frontiers in oncology PMID:35155194 | 2021 | 1 | none stated | not extracted yet |
| Diagnosis of cystic lesions using panoramic and cone beam computed tomographic images based on deep learning neural network. Lee JH 2020 · Lee Jae-Hong, Kim Do-Hyung, et al. · Oral diseases PMID:31677205 | 2020 | 1 | none stated | not extracted yet |
| Automated classification of maxillofacial cysts in cone beam CT images using contourlet transformation and Spherical Harmonics. Abdolali F 2017 · Abdolali Fatemeh, Zoroofi Reza Aghaeizadeh, et al. · Computer methods and programs in biomedicine PMID:28187891 | 2017 | 1 | none stated | not extracted yet |
| Computer-aided diagnosis of periapical cyst and keratocystic odontogenic tumor on cone beam computed tomography. Yilmaz E 2017 · Yilmaz E, Kayikcioglu T, et al. · Computer methods and programs in biomedicine PMID:28688493 | 2017 | 1 | none stated | not extracted yet |