. Author manuscript; available in PMC: 2021 Oct 1.

Published in final edited form as: Med Image Anal. 2020 Jun 24;65:101761. doi: 10.1016/j.media.2020.101761

Table 6:

Mean tract identification rate (across the 54 tracts identified using the baseline WMA method and the proposed DeepWMA) for the three fiber tracking methods.

Dataset	DTI		CSD		UKF
Dataset	WMA	DeepWMA	WMA	DeepWMA	WMA	DeepWMA
dHCP	77.98% ± 30.63%	74.11% ± 33.39%	88.63% ± 28.37%	88.97% ± 3.86%	99.41% ± 1.68%	99.60% ± 1.49%
ABIDE	78.16% ± 30.78%	77.12% ± 35.50%	99.53% ± 0.35%	99.92% ± 0.42%	99.87% ± 0.71%	99.97% ± 0.19%
HCP	95.55% ± 17.40%	93.54% ± 17.79%	99.74% ± 0.18%	99.32% ± 0.23%	99.93% ± 0.38%	100.0% ± 0.00%
CNP	82.59% ± 26.96%	81.98% ± 27.70%	99.30% ± 2.19%	98.42% ± 5.93%	99.61% ± 1.24%	99.66% ± 0.67%
PPMI	84.80% ± 24.07%	84.66% ± 24.43%	99.98% ± 0.10%	99.75% ± 0.94%	99.83% ± 0.48%	99.85% ± 0.56%
BTP	75.36% ± 25.07%	76.37% ± 28.10%	99.34% ± 1.62%	97.62% ± 4.96%	98.28% ± 2.69%	99.17% ± 2.72%