Performance of human papillomavirus (HPV) attribution algorithms to predict causative genotypes in anal high-grade lesions.

Samuel PhillipsAlyssa M CornallMonica MolanoFengyi JinJennifer M RobertsAnnabelle FarnsworthRichard J HillmanDavid J TempletonI Mary PoyntenSuzanne M GarlandChristopher K FairleyGerald L MurraySepehr N TabriziAndrew E GrulichDorothy A Machalek

Published in: The Journal of infectious diseases (2023)

Algorithms produced a range of inaccurate estimates of HSIL attribution, with Proportional performing best. High occurrence of multiple HPV infections means these algorithms may be of limited use in GBM.

Keyphrases

high grade
machine learning
low grade
deep learning
risk assessment