Comparison of supervised machine learning classification techniques in prediction of locoregional recurrences in early oral tongue cancer.
Journal:
International journal of medical informatics
Published Date:
Apr 1, 2020
Abstract
BACKGROUND: The proper estimate of the risk of recurrences in early-stage oral tongue squamous cell carcinoma (OTSCC) is mandatory for individual treatment-decision making. However, this remains a challenge even for experienced multidisciplinary centers.
Authors
Keywords
Adolescent
Adult
Aged
Aged, 80 and over
Algorithms
Bayes Theorem
Brazil
Chemoradiotherapy
Child
Cohort Studies
Combined Modality Therapy
Decision Trees
Female
Finland
Humans
Incidence
Male
Middle Aged
Mouth Neoplasms
Neoplasm Recurrence, Local
Prognosis
Supervised Machine Learning
Support Vector Machine
Tongue Neoplasms
Young Adult