Automatic Deep Learning-assisted Detection and Grading of Abnormalities

February 20, 2021

Thought provoking study – automation seams to be a feasible goal:

Automatic Deep Learning–assisted Detection and Grading of Abnormalities in Knee MRI Studies

Summary: Deep learning–driven severity staging achieved high sensitivity and specificity for binary and multiclass classification for multiple tissues of the knee, reduced interreader variability, and demonstrated the potential to aid in clinical workflows.

Link: https://pubs.rsna.org/doi/full/10.1148/ryai.2021200165