DETECTING ANATOMICAL ABNORMALITIES BY SEGMENTATION RESULTS WITH AND WITHOUT SHAPE PRIORS
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United States of America Patent
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Issued Date -
Jan 4, 2024
app pub date -
Oct 9, 2021
filing date -
Oct 20, 2020
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Abstract
A system and related method for image processing. The system comprises an input (IN) interface for receiving two segmentation maps for an input image. The two segmentation maps (11,12) obtained by respective segmentors, a first segmentor (SEG1) and a second segmentor (SEG2). The first segmentor (SEG1) implements a shape-prior-based segmentation algorithm. The second segmentor (SEG2) implements a segmentation algorithm that is not based on a shape-prior, or at least the second segmentor (SEG2) accounts for one or more shape priors at a lower weight as compared to the first segmentor (SEG1). A differentiator (DIF) configured to ascertain a difference between the two segmentation maps. The system may allow detection of abnormalities.
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