Prediction of local relapse and distant metastasis in patients with definitive chemoradiotherapy-treated cervical cancer by deep learning from [F]-fluorodeoxyglucose positron emission tomography/computed tomography.
Journal:
European radiology
Published Date:
Dec 1, 2019
Abstract
BACKGROUND: We designed a deep learning model for assessing F-FDG PET/CT for early prediction of local and distant failures for patients with locally advanced cervical cancer.
Authors
Keywords
Adult
Aged
Aged, 80 and over
Cervix Uteri
Chemoradiotherapy
Cohort Studies
Deep Learning
Female
Fluorodeoxyglucose F18
Humans
Middle Aged
Neoplasm Recurrence, Local
Positron Emission Tomography Computed Tomography
Prognosis
Radiopharmaceuticals
Recurrence
Retrospective Studies
Sensitivity and Specificity
Treatment Outcome
Uterine Cervical Neoplasms