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. Author manuscript; available in PMC: 2024 Oct 28.
Published in final edited form as: J Mach Learn Biomed Imaging. 2023 Dec;2(PIPPI 2022):527–546. doi: 10.59275/j.melba.2023-g3f8

Figure 5:

Figure 5:

Consistency of predictions throughout the time series on 3 subjects from the test set. Each row corresponds to a subject. The leftmost column shows the ground truth segmentation outlined in yellow, and temporal-predicted segmentations in columns 25 are shown in red. The same axial slice is shown for each subject, and images span the time series. Segmentations are consistent across time series, achieving consecutive BOLD differences of (2.6±2.0%,1.1±1.4%, and 2.6±2.1%) and Dice scores of 90.7±0.4, 95.5±0.3, and 89.7±8.8 (top, middle, and bottom). Variations in these metrics are expected due to fetal motion and changes in oxygenation due to the BOLD protocol.