Acute intracranial hemorrhage segmentation on brain images for volume quantification and individual detection
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United States of America
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Jan 7, 2025
Grant Date -
Oct 5, 2023
app pub date -
Feb 15, 2022
filing date -
Feb 15, 2022
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Abstract
Systems and methods for determining a segmentation of a hemorrhage are provided. An input medical image of a hemorrhage of a patient is received. A contour-sensitive segmentation of the hemorrhage from the input medical image is performed using a machine learning based contour-sensitive segmentation network. A detection-sensitive segmentation of the hemorrhage from the input medical image is performed using a machine learning based detection-sensitive segmentation network. A final segmentation of the hemorrhage from the input medical image is determined based on results of the contour-sensitive segmentation and results of the detection-sensitive segmentation. The final segmentation of the hemorrhage is output.
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