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 performance of artificial intelligence in oral squamous cell carcinoma detection: a higher-order evidence synthesis through…. Show all studies
| Study | Year | Reviews | Review outcomes linked | Trial data |
|---|---|---|---|---|
| Diagnostic accuracy of artificial intelligence assisted clinical imaging in the detection of oral potentially malignant disorders and oral cancer: a… Li 2024 · Li JingWen, Kot Wai Ying, et al. · International journal of surgery (London, England) PMID:38652301 | 2024 | 3 | none stated | not extracted yet |
| Efficacy of Artificial Intelligence-Assisted Discrimination of Oral Cancerous Lesions from Normal Mucosa Based on the Oral Mucosal Image: A… Kim 2022 · Kim Ji-Sun, Kim Byung Guk, et al. · Cancers PMID:35884560 | 2022 | 3 | none stated | not extracted yet |
| Diagnostic performance of artificial intelligence in detecting oral potentially malignant disorders and oral cancer using medical diagnostic… Sahoo 2024 · Sahoo Rakesh Kumar, Sahoo Krushna Chandra, et al. · Frontiers in oral health PMID:39568787 | 2024 | 2 | none stated | not extracted yet |
| Accuracy of artificial intelligence-assisted detection of Oral Squamous Cell Carcinoma: A systematic review and meta-analysis. Elmakaty 2022 · Elmakaty Ibrahim, Elmarasi Mohamed, et al. · Critical reviews in oncology/hematology PMID:35931404 | 2022 | 2 | none stated | not extracted yet |
| Diagnosis of Oral Cancer With Deep Learning. A Comparative Test Accuracy Systematic Review. Nieri 2025 · Nieri Michele, Serni Lapo, et al. · Oral diseases PMID:40163741 | 2025 | 1 | none stated | not extracted yet |
| Role of Artificial Intelligence in the Diagnosis of Oral Squamous Cell Carcinoma: A Systematic Review. Chowdhury 2025 · Chowdhury Tanay, Kasralikar Pratik, et al. · Cureus PMID:40330404 | 2025 | 1 | none stated | not extracted yet |
| The diagnostic value of artificial intelligence in oral squamous cell carcinoma: A systematic review and meta-analysis. Ren 2025 · Ren Cong, Wang Chengfeng, et al. · Journal of stomatology, oral and maxillofacial surgery PMID:40518015 | 2025 | 1 | none stated | not extracted yet |
| Diagnostic Accuracy of Artificial Intelligence Compared to Biopsy in Detecting Early Oral Squamous Cell Carcinoma: A Systematic Review and Meta… Malhotra 2024 · Malhotra Mehak, Shaw Amar Kumar, et al. · Asian Pacific journal of cancer prevention : APJCP PMID:39205556 | 2024 | 1 | none stated | not extracted yet |
| Deep Learning-Based Image Classification and Segmentation on Digital Histopathology for Oral Squamous Cell Carcinoma: A Systematic Review and… Pirayesh 2024 · Pirayesh Zeynab, Mohammad-Rahimi Hossein, et al. · Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology PMID:39256895 | 2024 | 1 | none stated | not extracted yet |
| Enhancing Oral Cancer Detection: A Systematic Review of the Diagnostic Accuracy and Future Integration of Optical Coherence Tomography with… Jerjes 2024 · Jerjes Waseem, Stevenson Harvey, et al. · Journal of clinical medicine PMID:39407882 | 2024 | 1 | none stated | not extracted yet |
| Deep learning for early diagnosis of oral cancer via smartphone and DSLR image analysis: a systematic review. Thakuria 2024 · Thakuria Tapabrat, Rahman Taibur, et al. · Expert review of medical devices PMID:39587051 | 2024 | 1 | none stated | not extracted yet |
| Application and Performance of Artificial Intelligence (AI) in Oral Cancer Diagnosis and Prediction Using Histopathological Images: A Systematic… Khanagar 2023 · Khanagar Sanjeev B, Alkadi Lubna, et al. · Biomedicines PMID:37371706 | 2023 | 1 | none stated | not extracted yet |
| Application and Performance of Artificial Intelligence Technology in Oral Cancer Diagnosis and Prediction of Prognosis: A Systematic Review. Khanagar 2021 · Khanagar Sanjeev B, Naik Sachin, et al. · Diagnostics (Basel, Switzerland) PMID:34072804 | 2021 | 1 | none stated | not extracted yet |
| Use of artificial intelligence in diagnosis of head and neck precancerous and cancerous lesions: A systematic review. Mahmood 2020 · Mahmood H, Shaban M, et al. · Oral oncology PMID:32674040 | 2020 | 1 | none stated | not extracted yet |
| Machine learning application for prediction of locoregional recurrences in early oral tongue cancer: a Web-based prognostic tool. Alabi 2021 · Alabi Rasheed Omobolaji, Elmusrati Mohammed, et al. · Virchows Archiv : an international journal of pathology PMID:31422502 | 2019 | 1 | none stated | not extracted yet |