System and method for automatically identifying mitosis in H and E stained breast cancer pathological images

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United States of America Patent

PATENT NO 12002206
APP PUB NO 20230401707A1
SERIAL NO

18332302

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Abstract

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A system and a method for automatically identifying mitosis in H&E stained breast cancer pathological images are provided, belonging to the technical field of digital image processing, and including an input image preprocessing module: cutting an original picture according to a predetermined patch size, and performing a data enhancement by means of picture flipping, rotation, and the like; and a segmentation module: training a segmentation network by cutting patches in a training set, cutting data of a test set according to a corresponding size and sending to the segmentation network to obtain a patch-level segmentation result, and then reconstructing a segmented result into an image belonging to an original size according to patch coordinate information intercepted in a preprocessing stage of it.

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Patent Owner(s)

Patent OwnerAddress
GUILIN UNIVERSITY OF ELECTRONIC TECHNOLOGY541004 1 JINJI ROAD QIXING DISTRICT GUILIN THE GUANGXI ZHUANG AUTONOMOUS REGION GUILIN CITY THE GUANGXI ZHUANG AUTONOMOUS REGION 541004

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bian, Xinjun Guilin, CN 2 0
Cheng, Jijun Guilin, CN 1 0
Feng, Zhengyun Guilin, CN 1 0
Lan, Rushi Guilin, CN 2 0
Li, Lingqiao Guilin, CN 6 3
Liu, Zhenbing Guilin, CN 3 0
Lu, Yinghua Guilin, CN 5 5
Pan, Xipeng Guilin, CN 2 0
Qin, Zujun Guilin, CN 1 0
Song, Shilong Guilin, CN 1 0
Wang, Huadeng Guilin, CN 2 0
Wang, Zhizhen Guilin, CN 3 0
Wang, Zimin Guilin, CN 1 0
Yang, Huihua Guilin, CN 1 0

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