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 temporomandibular joint anomalies on MRI: a systematic review and meta-analysis.. Show all studies
| Study | Year | Reviews | Review outcomes linked | Trial data |
|---|---|---|---|---|
| Can temporomandibular joint osteoarthritis be diagnosed on MRI proton density-weighted images with diagnostic support from the latest deep learning… Nozawa 2025 · Nozawa Michihito, Fukuda Motoki, et al. · Dento maxillo facial radiology PMID:39067043 | 2025 | 2 | 4 | not extracted yet |
| Automatic classification of temporomandibular joint disorders by magnetic resonance imaging and convolutional neural networks. Su 2025 · Su Ting-Yi, Wu Jacky Chung-Hao, et al. · Journal of dental sciences PMID:39873009 | 2025 | 1 | none stated | not extracted yet |
| Automated pediatric TMJ articular disk identification and displacement classification in MRI with machine learning. Azma 2025 · Azma Roxana, Hareendranathan Abhilash, et al. · Journal of dentistry PMID:39952550 | 2025 | 1 | none stated | not extracted yet |
| Deep learning image enhancement for confident diagnosis of TMJ osteoarthritis in zero-TE MR imaging. Lee 2025 (zero-TE MR imaging) · Lee Chena, Lee Joonsung, et al. · Dento maxillo facial radiology PMID:39989448 | 2025 | 1 | none stated | not extracted yet |
| Magnetic resonance image generation using enhanced TransUNet in temporomandibular disorder patients. Ha 2025 · Ha Eun-Gyu, Jeon Kug Jin, et al. · Dento maxillo facial radiology PMID:40104864 | 2025 | 1 | none stated | not extracted yet |
| Image preprocessing with contrast-limited adaptive histogram equalization improves the segmentation performance of deep learning for the articular… Yoshimi 2024 · Yoshimi Yuki, Mine Yuichi, et al. · Oral surgery, oral medicine, oral pathology and oral radiology PMID:37263812 | 2024 | 1 | none stated | not extracted yet |
| Enhanced multistage deep learning for diagnosing anterior disc displacement in the temporomandibular joint using MRI. Min 2024 · Min Chang-Ki, Jung Won, et al. · Dento maxillo facial radiology PMID:39024472 | 2024 | 1 | 1 | not extracted yet |
| Automatic detection and visualization of temporomandibular joint effusion with deep neural network. Lee 2024 (effusion) · Lee Yeon-Hee, Jeon Seonggwang, et al. · Scientific reports PMID:39143180 | 2024 | 1 | 2 | not extracted yet |
| Multi-class segmentation of temporomandibular joint using ensemble deep learning. Yoon 2024 · Yoon Kyubaek, Kim Jae-Young, et al. · Scientific reports PMID:39160234 | 2024 | 1 | none stated | not extracted yet |
| Explainable deep learning-based clinical decision support engine for MRI-based automated diagnosis of temporomandibular joint anterior disk… Yoon 2023 · Yoon Kyubaek, Kim Jae-Young, et al. · Computer methods and programs in biomedicine PMID:36933315 | 2023 | 1 | none stated | not extracted yet |
| Detecting anteriorly displaced temporomandibular joint discs using super-resolution magnetic resonance imaging: a multi-center study. Li 2023 · Li Yang, Li Wen, et al. · Frontiers in physiology PMID:38250655 | 2023 | 1 | 3 | not extracted yet |
| Advantages of deep learning with convolutional neural network in detecting disc displacement of the temporomandibular joint in magnetic resonance… Lee 2022 · Lee Yeon-Hee, Won Jong Hyun, et al. · Scientific reports PMID:35790841 | 2022 | 1 | 3 | not extracted yet |
| Temporomandibular joint segmentation in MRI images using deep learning. Li 2022 · Li Mengxun, Punithakumar Kumaradevan, et al. · Journal of dentistry PMID:36368120 | 2022 | 1 | none stated | not extracted yet |
| Using deep learning to predict temporomandibular joint disc perforation based on magnetic resonance imaging. Kim 2021 · Kim Jae-Young, Kim Dongwook, et al. · Scientific reports PMID:33758266 | 2021 | 1 | 2 | not extracted yet |