CNN Prediction of Future Disease Activity for Multiple Sclerosis Patients from Baseline MRI and Lesion Labels
CNN Prediction of Future Disease Activity for Multiple Sclerosis Patients from Baseline MRI and Lesion Labels
N. Sepahvand,Tal Hassner,D. Arnold,T. Arbel
2018 · DOI: 10.1007/978-3-030-11723-8_6
9 Citations
TLDR
A convolutional neural network framework for future MRI disease activity prediction in relapsing-remitting MS (RRMS) patients from multi-modal MR images at baseline is introduced and it is illustrated how the inclusion of T2w lesion labels at baseline can significantly improve prediction accuracy.