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. 2023 Jul 10;17:1204186. doi: 10.3389/fninf.2023.1204186

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Copyright © 2023 Sundaresan, Arthofer, Zamboni, Murchison, Dineen, Rothwell, Auer, Wang, Miller, Tendler, Alfaro-Almagro, Sotiropoulos, Sprigg, Griffanti and Jenkinson.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Sample cross-validation results on the UKBB (top panel) and the OXVASC (bottom panel) datasets. (A) Input image and (B) manual segmentations shown along with results at (C) CMB initial candidate detection, (D) candidate discrimination, and (E) after post-processing steps. True positive and false positive candidates are shown in yellow and red boxes, respectively for each step. Note that the displayed samples also include mimics (e.g., penetrating vessels and sulci) that appear similar to manually marked CMBs (in green boxes).