Using machine learning to predict health-related quality of life outcomes in patients with low grade glioma, meningioma, and acoustic neuroma.

Roshan Karri Yi-Ping Phoebe ChenKatharine J Drummond

Published in: PloS one (2022)

ML algorithms based on routine demographic and perioperative data show promise in their ability to predict HRQoL outcomes in patients with low grade and benign brain tumours between 12 and 60 months after surgery.

Keyphrases

low grade
high grade
machine learning
big data
cardiac surgery
patients undergoing
white matter
deep learning
multiple sclerosis
electronic health record
clinical practice
artificial intelligence
glycemic control
optic nerve