How can I connect the nerves together?

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Hello every one
I have this segmented image with a lot of breaks between the detected nerves as shown in the attached image. How can I connect them together?
Your help in this regard is highly appreciated.

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Alaa
Alaa 2015-3-29
The expected output image is like this:

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