Sample images show artifacts on multiecho spin-echo (MESE) or
convolutional neural network (CNN) T2 maps. In patient 1, the CNN T2 map
has removed pulsation artifacts that were apparent on the MESE T2 map.
In patients 2 and 3, the CNN T2 map has visible artifacts. For patient
2, patient movement is seen along the superior-inferior axis on the
double-echo in steady-state (DESS) scan, likely causing the artifact, as
the discrepancy between the anatomic images confuses the CNN when
predicting the T2 map. The source of the artifact for patient 3 is less
clear, but it could be due to the network picking up incomplete fat
suppression in the bone marrow and interpreting it as T2 variation. Such
artifacts in the bone marrow do not affect the analysis of the femoral
condyle cartilage. Cor = coronal, Sag = sagittal, TSE = turbo spin
echo.