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Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation.
Rohit Singla
Cailin Ringstrom
Ricky Hu
Victoria A. Lessoway
Janice Reid
Robert Rohling
Christophe Y. Nguan
Published in:
MIDL (2022)
Keyphrases
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data sets
ultrasound images
data processing
high quality
data collection
raw data
image segmentation
prior knowledge
data sources
data points
synthetic data
medical ultrasound
noise reduction
segmentation algorithm
knowledge discovery
probability distribution
image analysis