Algorithm 1.
Weighted Combinations in one voxel
1: |
Input:
K multi-fascicle models
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2: | Output: A multi-fascicle model: |
3: |
for
k in 1 to K
do ▷ Construct the complete model
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4: | for j in 1 to N do |
5: | i ← (k − 1)N + j |
6: | |
7: | |
8: | end for |
9: | end for |
10: | π ← Initialization ( ) ▷ Initialize clustering |
11: | while π has not converged do |
12: | for j in 1 to N do ▷ M-Step |
13: | |
14: | |
15: | end for |
16: | for i in 1 to KN do ▷ E-Step |
17: | for j in 1 to N do |
18: | |
19: | end for |
20: | πi ← arg minl Bi(l) |
21: | end for |
22: | end while |