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 convolutional neural network-based AI in detecting oral squamous cell carcinoma: a systematic review and…. 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 |
| 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 |
| 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 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 |
| Enhancing oral squamous cell carcinoma detection: a novel approach using improved EfficientNet architecture. Soni 2024 · Soni Aradhana, Sethy Prabira Kumar, et al. · BMC oral health PMID:38783295 | 2024 | 1 | none stated | not extracted yet |
| Exploring the efficacy of various CNN architectures in diagnosing oral cancer from squamous cell carcinoma. Kulkarni 2024 · Kulkarni Prerna, Sarwe Nidhi, et al. · MethodsX PMID:39610794 | 2024 | 1 | none stated | not extracted yet |
| A Deep Learning Framework with an Intermediate Layer Using the Swarm Intelligence Optimizer for Diagnosing Oral Squamous Cell Carcinoma. Nagarajan 2023 · Nagarajan Bharanidharan, Chakravarthy Sannasi, et al. · Diagnostics (Basel, Switzerland) PMID:37998597 | 2023 | 1 | none stated | not extracted yet |
| An Ensemble Deep Neural Network Approach for Oral Cancer Screening Nanditha 2021 · B R Nanditha, A Geetha Kiran, et al. · International Journal of Online and Biomedical Engineering (iJOE) DOI:10.3991/ijoe.v17i02.19207 | 2021 | 1 | none stated | not extracted yet |
| Automatic detection of oral cancer in smartphone-based images using deep learning for early diagnosis. Lin 2021 · Lin Huiping, Chen Hanshen, et al. · Journal of biomedical optics PMID:34453419 | 2021 | 1 | none stated | not extracted yet |
| Analysis and classification of oral tongue squamous cell carcinoma based on Raman spectroscopy and convolutional neural networks Xia 2020 · Xia Jiabin, Zhu Lianqing, et al. · Journal of Modern Optics DOI:10.1080/09500340.2020.1742395 | 2020 | 1 | none stated | not extracted yet |
| Automated Detection and Classification of Oral Lesions Using Deep Learning for Early Detection of Oral Cancer Welikala 2020 · Welikala Roshan Alex, Remagnino Paolo, et al. · IEEE Access DOI:10.1109/access.2020.3010180 | 2020 | 1 | none stated | not extracted yet |
| Deep learning analysis using FDG-PET to predict treatment outcome in patients with oral cavity squamous cell carcinoma. Fujima 2020 · Fujima Noriyuki, Andreu-Arasa V Carlota, et al. · European radiology PMID:32524219 | 2020 | 1 | none stated | not extracted yet |
| Deep convolutional neural networks for tongue squamous cell carcinoma classification using Raman spectroscopy. Yu 2019 · Yu Mingxin, Yan Hao, et al. · Photodiagnosis and photodynamic therapy PMID:31082525 | 2019 | 1 | none stated | not extracted yet |