Role of Artificial Intelligence in Human Papillomavirus Status Prediction for Oropharyngeal Cancer: A Scoping Review
Andrea Migliorelli, Marianna Manuelli, Andrea Ciorba, Francesco Stomeo, Stefano Pelucchi, Chiara Bianchini · 2024
Read Role of Artificial Intelligence in Human Papillomavirus Status Prediction for Oropharyngeal Cancer: A Scoping Review by Andrea Migliorelli, Marianna Manuelli, Andrea Ciorba, Francesco Stomeo, Stefano Pelucchi, Chiara Bianchini (2024) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-11640028.txt.
Description
Andrea Migliorelli and co-authors scope the literature on artificial intelligence for predicting HPV status in throat cancer, in a 2024 review. Whether an oropharyngeal tumor is HPV-positive shapes its prognosis and treatment, and testing takes time and tissue. Fifteen studies covering 4,063 patients met the review's criteria.
Eleven studies used radiomics, reading tumor texture from scans; four used AI on tissue features to call viral status. Results across the set suggest AI can separate positive from negative tumors with useful accuracy. The authors judge the approach promising but preliminary, and they call for larger, standardized studies before such tools guide real treatment decisions.
Catalog record
| CREATOR | Andrea Migliorelli, Marianna Manuelli, Andrea Ciorba, Francesco Stomeo, Stefano Pelucchi, Chiara Bianchini |
|---|---|
| YEAR | 2024 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 20 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |