Search Results for author: Ruobing Huang

Found 7 papers, 1 papers with code

HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images

no code implementations14 Apr 2022 Jikuan Qian, Rui Li, Xin Yang, Yuhao Huang, Mingyuan Luo, Zehui Lin, Wenhui Hong, Ruobing Huang, Haining Fan, Dong Ni, Jun Cheng

The hybrid framework consists of a pre-trained backbone and several searched cells (i. e., network building blocks), which takes advantage of the strengths of both NAS and the expert knowledge from existing convolutional neural networks.

Image Classification Neural Architecture Search

Automated fetal brain extraction from clinical Ultrasound volumes using 3D Convolutional Neural Networks

no code implementations18 Nov 2019 Felipe Moser, Ruobing Huang, Aris T. Papageorghiou, Bartlomiej W. Papiez, Ana I. L. Namburete

To improve the performance of most neuroimiage analysis pipelines, brain extraction is used as a fundamental first step in the image processing.

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