help > RE: Lesion Segmentation
Jan 22, 2019  02:01 PM | Jeff Browndyke
RE: Lesion Segmentation
Hi, Matthew.  Are you talking about white matter lesions or gray matter?  The aCompCor method in CONN regresses out white matter and CSF from the functional connectivity signal as part of the denoting process.  As long as white matter lesions are not being falsely segmented as gray matter, then you shouldn't have any problems.  I know that CAT12 has options to detect and either reassign white matter lesions as white matter or as its own tissue class.  In theory, though I haven't tried it yet, you should be able to import the CAT12 white matter segmentations (those with lesions assigned to white matter) into CONN at the setup stage.  This should allow any lesion-related signal to be regressed out with the normal white matter during the denoising stage.  

If, on the other hand, you are talking about gray matter lesions or encephalomalacia, then there I believe you will need to alter the analysis brain mask in the setup options.  I haven't come upon this problem yet in our patient data, so I really can't speak to how to implement that change in CONN.  Using the example above with the tissue segmentations, I guess one could assign a lesion area to the white matter or CSF tissue type mask for that person, which (I think) would exclude that lesioned gray matter area from contributing to the non-regressed signal.  

Hope this helps, though admittedly I'm a bit shaky on the correction possibilities myself (other than how we handle the white matter lesions).

Warm regards,
Jeff



Originally posted by Matthew Heard:
Hi Jeff,

Any luck solving using lesion masks in CONN? I saw elsewhere on this forum that you need to modify the TPM.nii file, but I haven't found any sources on how to do so: https://www.nitrc.org/forum/message.php?msg_id=26112 

So far, all I have found is a paper demonstrating that masking a lesion is crucial to analyzing functional connectivity in a brain with a lesion: https://journals.sagepub.com/doi/abs/10....

Thanks,

Matthew

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TitleAuthorDate
kjacobs Feb 14, 2018
Marcela Takahashi Apr 18, 2018
Jeff Browndyke Apr 18, 2018
Matthew Heard Jan 21, 2019
Alfonso Nieto-Castanon Feb 19, 2020
Alana Batista Mar 16, 2021
RE: Lesion Segmentation
Jeff Browndyke Jan 22, 2019