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 Artificial intelligence for oral cancer diagnosis: a systematic review and meta-analysis of image-based and non-imaging models.. Show all studies
| Study | Year | Reviews | Review outcomes linked | Trial data |
|---|---|---|---|---|
| Multi-Method Analysis of Histopathological Image for Early Diagnosis of Oral Squamous Cell Carcinoma Using Deep Learning and Hybrid Techniques. Ahmad 2023 · Ahmad Mehran, Irfan Muhammad Abeer, et al. · Cancers PMID:37958422 | 2023 | 2 | none stated | not extracted yet |
| Performance of deep convolutional neural network for classification and detection of oral potentially malignant disorders in photographic images Warin 2022b · Warin K., Limprasert W., et al. · International Journal of Oral and Maxillofacial Surgery DOI:10.1016/j.ijom.2021.09.001 | 2022 | 2 | 2 | not extracted yet |
| A novel lightweight deep convolutional neural network for early detection of oral cancer. Jubair 2021 · Jubair Fahed, Al-Karadsheh Omar, et al. · Oral diseases PMID:33636041 | 2022 | 2 | none stated | not extracted yet |
| A novel lightweight deep convolutional neural network for early detection of oral cancer Jubair 2022 · Jubair Fahed, Al‐karadsheh Omar, et al. · Oral Diseases DOI:10.1111/odi.13825 | 2021 | 2 | 3 | not extracted yet |
| Automatic classification and detection of oral cancer in photographic images using deep learning algorithms. Warin 2021 · Warin Kritsasith, Limprasert Wasit, et al. · Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology PMID:34358372 | 2021 | 2 | none stated | not extracted yet |
| A deep learning algorithm for detection of oral cavity squamous cell carcinoma from photographic images: A retrospective study Fu 2020 · Fu Qiuyun, Chen Yehansen, et al. · eClinicalMedicine DOI:10.1016/j.eclinm.2020.100558 | 2020 | 2 | 2 | not extracted yet |
| A deep learning algorithm for detection of oral cavity squamous cell carcinoma from photographic images: A retrospective study. Fu 2020 · Fu Qiuyun, Chen Yehansen, et al. · EClinicalMedicine PMID:33150326 | 2020 | 2 | none stated | not extracted yet |
| Computer-assisted medical image classification for early diagnosis of oral cancer employing deep learning algorithm. Jeyaraj 2019 · Jeyaraj Pandia Rajan, Samuel Nadar Edward Rajan · Journal of cancer research and clinical oncology PMID:30603908 | 2019 | 2 | none stated | not extracted yet |
| Drug use and HIV-1 infection: report from the Second Italian Multicenter Study. Elmsmari 2023 · Salmaso S, Conti S, et al. · Journal of acquired immune deficiency syndromes PMID:2023101 | 1991 | 2 | 3 | not extracted yet |
| Saliva Based Diagnostic Prediction of Oral Squamous Cell Carcinoma using FTIR Spectroscopy Shree 2024 · Shree Priya, Aggarwal Yogendra, et al. · Indian Journal of Otolaryngology and Head & Neck Surgery DOI:10.1007/s12070-023-04294-z | 2024 | 1 | none stated | not extracted yet |
| Intelligent deep learning supports biomedical image detection and classification of oral cancer Chen 2024 · Chen Rongcan, Wang Qinglian, et al. · Technology and Health Care DOI:10.3233/thc-248041 | 2024 | 1 | 3 | not extracted yet |
| Intelligent deep learning supports biomedical image detection and classification of oral cancer. Chen 2024 · Chen Rongcan, Wang Qinglian, et al. · Technology and health care : official journal of the European Society for Engineering and Medicine PMID:38759069 | 2024 | 1 | none stated | not extracted yet |
| Saliva Based Diagnostic Prediction of Oral Squamous Cell Carcinoma using FTIR Spectroscopy. Shree 2024 · Shree Priya, Aggarwal Yogendra, et al. · Indian journal of otolaryngology and head and neck surgery : official publication of the Association of Otolaryngologists of India PMID:38883442 | 2024 | 1 | none stated | not extracted yet |
| Classifying histopathological images of oral squamous cell carcinoma using deep transfer learning Panigrahi 2023 · Panigrahi Santisudha, Nanda Bhabani Sankar, et al. · Heliyon DOI:10.1016/j.heliyon.2023.e13444 | 2023 | 1 | 1 | not extracted yet |
| Multi-Method Analysis of Histopathological Image for Early Diagnosis of Oral Squamous Cell Carcinoma Using Deep Learning and Hybrid Techniques Ahmad 2023 · Ahmad Mehran, Irfan Muhammad Abeer, et al. · Cancers DOI:10.3390/cancers15215247 | 2023 | 1 | 3 | not extracted yet |
| Noninvasive diagnosis of oral squamous cell carcinoma by multi-level deep residual learning on optical coherence tomography images. Yuan 2023 · Yuan Wei, Yang Jinsuo, et al. · Oral diseases PMID:35842738 | 2023 | 1 | none stated | not extracted yet |
| Classifying histopathological images of oral squamous cell carcinoma using deep transfer learning. Panigrahi 2023 · Panigrahi Santisudha, Nanda Bhabani Sankar, et al. · Heliyon PMID:37101475 | 2023 | 1 | none stated | not extracted yet |
| Noninvasive diagnosis of oral squamous cell carcinoma by multi‐level deep residual learning on optical coherence tomography images Yuan 2023 · Yuan Wei, Yang Jinsuo, et al. · Oral Diseases DOI:10.1111/odi.14318 | 2022 | 1 | 3 | not extracted yet |
| Performance of deep convolutional neural network for classification and detection of oral potentially malignant disorders in photographic images. Warin 2022 · Warin K, Limprasert W, et al. · International journal of oral and maxillofacial surgery PMID:34548194 | 2022 | 1 | none stated | not extracted yet |
| Development and Validation of a Non-Invasive, Chairside Oral Cavity Cancer Risk Assessment Prototype Using Machine Learning Approach. Shimpi 2022 · Shimpi Neel, Glurich Ingrid, et al. · Journal of personalized medicine PMID:35455730 | 2022 | 1 | 2 | not extracted yet |
| The salivary metatranscriptome as an accurate diagnostic indicator of oral cancer Banavar 2021 · Banavar Guruduth, Ogundijo Oyetunji, et al. · npj Genomic Medicine DOI:10.1038/s41525-021-00257-x | 2021 | 1 | 2 | not extracted yet |
| Application of artificial intelligence and machine learning for prediction of oral cancer risk Alhazmi 2021 · Alhazmi Anwar, Alhazmi Yaser, et al. · Journal of Oral Pathology & Medicine DOI:10.1111/jop.13157 | 2021 | 1 | 3 | not extracted yet |
| Automatic classification and detection of oral cancer in photographic images using deep learning algorithms Warin 2021 · Warin Kritsasith, Limprasert Wasit, et al. · Journal of Oral Pathology & Medicine DOI:10.1111/jop.13227 | 2021 | 1 | 2 | not extracted yet |
| Application of artificial intelligence and machine learning for prediction of oral cancer risk. Alhazmi 2021 · Alhazmi Anwar, Alhazmi Yaser, et al. · Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology PMID:33394536 | 2021 | 1 | none stated | not extracted yet |
| The salivary metatranscriptome as an accurate diagnostic indicator of oral cancer. Banavar 2021 · Banavar Guruduth, Ogundijo Oyetunji, et al. · NPJ genomic medicine PMID:34880265 | 2021 | 1 | none stated | not extracted yet |
| Machine learning and treatment outcome prediction for oral cancer Chu 2020 · Chu Chui S., Lee Nikki P., et al. · Journal of Oral Pathology & Medicine DOI:10.1111/jop.13089 | 2020 | 1 | 3 | not extracted yet |
| Machine learning and treatment outcome prediction for oral cancer. Chu 2020 · Chu Chui S, Lee Nikki P, et al. · Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology PMID:32740951 | 2020 | 1 | none stated | not extracted yet |
| Computer-assisted medical image classification for early diagnosis of oral cancer employing deep learning algorithm Jeyaraj 2019 · Jeyaraj Pandia Rajan, Samuel Nadar Edward Rajan · Journal of Cancer Research and Clinical Oncology DOI:10.1007/s00432-018-02834-7 | 2019 | 1 | 3 | not extracted yet |