Identification of Micrometastasis in Cervical Lymph Nodes – A Machine Learning-Based Approach
The CNN model can function as a supplementary tool to assist pathologic diagnosis, particularly for large-scale populations. CNNs, known for analysing intricate image patterns, can support pathologists by streamlining the identification and evaluation of disease conditions. This support enhances diagnostic efficiency and improves accuracy when managing vast data volumes.
Authors
- Venkata Suresh Venkataiah (ORCID: https://orcid.org/0000-0001-5613-2924)
- Sowmya SV
- Kuntala Mondal
- Shankargouda Patil
- BR Karthikeyan
- Dominic Augustine
Institutions
- Ajman University (AE)
- Roseman University of Health Sciences (US)
- M S Ramaiah University of Applied Sciences (IN)
Publication Details
- Journal
- International Dental Journal
- Published
- 2026-02-04
- DOI
- https://doi.org/10.1016/j.identj.2025.109399
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00