A Deep Learning Model for the Accurate and Reliable Classification of Disc Degeneration Based on MRI Data

Abstract

With a reliability of κ > 0.9, our system clearly outperforms average human interrater as well as intrarater reliability. With an average sensitivity of more than 90%, our classifier also surpasses state-of-the-art machine learning solutions for automatically grading disc degeneration.