Multiparametric machine learning algorithm for human papillomavirus status and survival prediction in oropharyngeal cancer patients.

Sherwin FazelpourMaryam Vejdani-JahromiArtem KaliaevEdwin QiuDeniz GoodmanV Carlota Andreu-ArasaNoriyuki FujimaOsamu Sakai

Published in: Head & neck (2023)

Results reinforce artificial intelligence's potential to use tumor imaging and patient characterizations for HPV status and outcome prediction. Utilizing these algorithms can optimize clinical guidance and patient care noninvasively.

Keyphrases

machine learning
artificial intelligence
deep learning
big data
high resolution
high grade
mass spectrometry
photodynamic therapy
cervical cancer screening