Non-invasive segmentation of individual watershed areas allows detection of hemodynamic impairments in internal carotid artery stenosis
Motivation: Internal carotid artery stenosis (ICAS) accounts for ≈10% of strokes. Individual watershed areas (iWSA) are especially susceptible to hemodynamic impairments. Currently, iWSA are segmented from contrast agent-based time-to-peak (TTP), limiting applicability. Goal(s): We aimed towards non-invasive iWSA segmentation based on arterial transit time (ATT) from Hadamard-encoded pseudo-continuous ASL. Approach: Overlap of iWSA from ATT and TTP was investigated and agreement of extracted hemodynamic parameter values such as cerebrovascular reactivity (CVR) was evaluated and ICAS-induced parameter-lateralization was investigated. Results: ATT-based and TTP-based iWSAs overlapped well, with excellent agreement in quantitative parameters and significant lateralization of hemodynamic parameters in ICAS within both iWSA delineation approaches. Impact: We successfully segmented iWSA from non-invasive ATT and demonstrated sensitivity to ICAS-related impairments, in agreement with TTP-based iWSA segmentation. ATT-based iWSAs facilitate longitudinal investigation without contrast application in cerebrovascular diseases such as ICAS or Moyamoya.
Authors
- Michael Kallmayer (ORCID: https://orcid.org/0000-0002-6944-7041)
- Jens Göttler (ORCID: https://orcid.org/0000-0002-5746-2156)
- Christine Preibisch (ORCID: https://orcid.org/0000-0003-4067-1928)
- Gabriel Hoffmann (ORCID: https://orcid.org/0000-0002-5233-7532)
- Franziska R. Richter (ORCID: https://orcid.org/0000-0002-1917-0435)
- Lena Schmitzer (ORCID: https://orcid.org/0000-0003-1644-3335)
- Jannis Bodden (ORCID: https://orcid.org/0000-0001-5997-203X)
- Jan Kufer (ORCID: https://orcid.org/0000-0002-7923-3231)
- Matthias J.P. van Osch (ORCID: https://orcid.org/0000-0001-7034-8959)
- Lena Václavů (ORCID: https://orcid.org/0000-0001-8617-7752)
- Claus Zimmer (ORCID: https://orcid.org/0000-0002-4805-9103)
- Stephan Kaczmarz (ORCID: https://orcid.org/0000-0001-7694-7012)
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/1348
- Primary Topic
- Cerebrovascular and Carotid Artery Diseases
- Type
- article
- Field-Weighted Citation Impact
- 0.00