Prediction of gender from radiographic condylar and coronoid measurements using elastic net and random forests
The study shows that machine learning models can achieve high accuracy in gender prediction. However, future research should expand the sample size, explore additional features, and conduct cross-validation for applicability.
Authors
- Vignesh Ravindran (ORCID: https://orcid.org/0000-0002-7534-3636)
- Pradeep Kumar Yadalam (ORCID: https://orcid.org/0000-0002-6653-4123)
- Shanmathy Sureshbabu
- Abirami Arthanari
- Shaan Raaj
Institutions
- Saveetha University (IN)
Publication Details
- Journal
- Journal of Oral and Maxillofacial Pathology
- Published
- 2025-04-01
- DOI
- https://doi.org/10.4103/jomfp.jomfp_246_24
- Primary Topic
- Forensic Anthropology and Bioarchaeology Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00