An artificial neural network method for lumen and media-adventitia border detection in IVUS.
Computerized Medical Imaging and Graphics(2017)
摘要
•Used the artificial neural network (ANN) method as the feature learning algorithm, we got accurate results with simple feature input.•The error of our approach is close to the error of two manual trace results from two IVUS experts.•We did the Leave-one-out cross-validation, which proved the stability and adaptability of our approach.
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关键词
Intravascular image,Image segmentation,Artificial neural network,Sparse auto-encoders
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