A clinical decision support system for predicting cirrhosis stages via high frequency ultrasound images

Xiang Liu, Rui Lin Ma,Jingwen Zhao, Jia Ling Song,Jian Quan Zhang,Shuo Hong Wang

Expert Systems with Applications（2021）

引用 7|浏览16

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摘要

•Develop clinical decision support system for predicting cirrhosis stages.•Propose an incremental classification model based on a severe-first strategy.•In each layer a data split and aggregation scheme is proposed.

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关键词

Automatic diagnosis,Liver capsule,Data split and aggregation scheme,Capsule-specific CIFAR,Parenchyma-aimed ResNet,Cirrhosis

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