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Title:
METHOD AND DEVICE FOR PERFORMING TRANSFORMATION-BASED LEARNING ON MEDICAL IMAGE
Document Type and Number:
WIPO Patent Application WO/2018/024031
Kind Code:
A1
Abstract:
The present application discloses a method and device for performing transformation-based learning on a medical image. The method comprises: reading raw data of a medical image, performing transformation processing on the data by analyzing a data attribute, and integrating the same into a data format capable of being received by a model to be analyzed; selecting a transformation mode by comparing parameters of the model to be analyzed and a trained model, so as to perform parameter transformation and apply transformation-based learning to training of the model to be analyzed for the medical image; and upon finishing model training, applying a parameter of a trained model to image category analysis. The method can increase the accuracy of a model obtained by performing deep learning on a small quantity of medical images. The invention further comprises a device for performing transformation-based learning on a medical image, comprising: a data processing module; a transformation-based learning module; and an application module.

Inventors:
CHEN, Kuan (11th Floor, Block C Ocean International Center, Chaoyang District, Beijing 5, 100025, CN)
ZHANG, Rongguo (11th Floor, Block C Ocean International Center, Chaoyang District, Beijing 5, 100025, CN)
Application Number:
CN2017/087587
Publication Date:
February 08, 2018
Filing Date:
June 08, 2017
Export Citation:
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Assignee:
INFERVISION (11th Floor, Block C Ocean International Center, Chaoyang District, Beijing 5, 100025, CN)
International Classes:
G06F19/00
Attorney, Agent or Firm:
GE CHENG & CO., LTD. (Level 19, Tower E3 The Towers, Oriental Plaza, No.1, East Chang An Avenue, Dongcheng District, Beijing 8, 100738, CN)
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