Search Results for author: Hongna Tan

Found 2 papers, 1 papers with code

Annotation-efficient deep learning for automatic medical image segmentation

1 code implementation • 9 Dec 2020 • Shanshan Wang, Cheng Li, Rongpin Wang, Zaiyi Liu, Meiyun Wang, Hongna Tan, Yaping Wu, Xinfeng Liu, Hui Sun, Rui Yang, Xin Liu, Jie Chen, Huihui Zhou, Ismail Ben Ayed, Hairong Zheng

Automatic medical image segmentation plays a critical role in scientific research and medical care.

Image Segmentation Medical Image Segmentation +2

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Validation of a deep learning mammography model in a population with low screening rates

no code implementations • 1 Nov 2019 • Kevin Wu, Eric Wu, Yaping Wu, Hongna Tan, Greg Sorensen, Meiyun Wang, Bill Lotter

We specifically explore how a deep learning algorithm trained on screening mammograms from the US and UK generalizes to mammograms collected at a hospital in China, where screening is not widely implemented.

Breast Cancer Detection

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