A multimodal MRI+CT ensemble with a volume-aware Dice loss achieves a Dice score of 0.740 and recall of 0.803 for brain metastases segmentation, with the largest gains on small lesions.
PloS one 12(10), e0185844 (2017)
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Multimodal Volume-Aware Detection and Segmentation for Brain Metastases Radiosurgery
A multimodal MRI+CT ensemble with a volume-aware Dice loss achieves a Dice score of 0.740 and recall of 0.803 for brain metastases segmentation, with the largest gains on small lesions.