Spinalcordtoolbox: implement the deep learning-based cord segmentation

Created on 11 Jan 2018  路  2Comments  路  Source: spinalcordtoolbox/spinalcordtoolbox

this is becoming quite urgent as more and more users are struggling with propseg.

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The function is implemented and functional.

Here are some preliminary results on a T2- and T2*-weighted image from a DCM patient (with compression).

T2: https://www.dropbox.com/s/tk51xe28pjdmkwg/deepscseg_t2_DCM.mov?dl=0
T2*: https://www.dropbox.com/s/cnwpdtlgw8wu9kt/deepscseg_t2s_DCM.mov?dl=0

The results are great although not perfect. More to come soon.

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The deep learning-based segmentation, based on @charleygros work is being implemented in branch bdl_scdeepseg. Work in progress.

The function is implemented and functional.

Here are some preliminary results on a T2- and T2*-weighted image from a DCM patient (with compression).

T2: https://www.dropbox.com/s/tk51xe28pjdmkwg/deepscseg_t2_DCM.mov?dl=0
T2*: https://www.dropbox.com/s/cnwpdtlgw8wu9kt/deepscseg_t2s_DCM.mov?dl=0

The results are great although not perfect. More to come soon.

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