Medical image processing method based on artificial intelligence, medical equipment and storage medium
A medical image and processing method technology, applied in the field of intelligent medical treatment, can solve problems such as ignoring effects, restricting the development of medical image processing methods, reducing the accuracy of detection results, etc., and achieve the effect of improving accuracy
Active Publication Date: 2019-11-15
TENCENT TECH (SHENZHEN) CO LTD
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Problems solved by technology
Traditional artificial intelligence-based medical image processing methods only involve two-dimensional images, but do not make full use of the three-dimensional spatial characteristics of disease-related features, reducing the accuracy of detection results
In addition, for the identification process of specific disease characteristics, the role of medical prior knowledge in the detection process is ignored, which limits the development of medical image processing methods based on artificial intelligence.
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[0032] The following will clearly and completely describe the technical solutions in the embodiments of the present disclosure with reference to the drawings in the embodiments of the present disclosure. Apparently, the described embodiments are only some of the embodiments of the present disclosure, not all of them. Based on the embodiments in the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present disclosure.
[0033] "First", "second" and similar words used in the present disclosure do not indicate any order, quantity or importance, but are only used to distinguish different components. Likewise, "comprising" or "comprises" and similar words mean that the elements or items appearing before the word include the elements or items listed after the word and their equivalents, and do not exclude other elements or items. Words such as "connected" or "connected" a...
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The invention provides a medical image processing method based on artificial intelligence, medical equipment and a storage medium. The medical image processing method based on artificial intelligencecomprises the following steps: processing a medical image to generate a coded intermediate image; processing the encoded intermediate image, segmenting the first feature and generating a segmented intermediate image; processing the coded intermediate image and the segmented intermediate image based on an attention mechanism to generate a detection intermediate input image; and processing the detection intermediate input image, and detecting a second feature included in the first feature.
Description
technical field [0001] The present disclosure relates to the field of intelligent medical care, in particular to an artificial intelligence-based medical image processing method, medical equipment and storage media. Background technique [0002] Artificial intelligence is the theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the nature of intelligence and produce a new kind of intelligent machine that can respond in a similar way to human intelligence. Artificial intelligence is to study the design principles and implementation methods of various intelligent machines, so that the machines have the functions of perception, reasoning and decision-making...
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IPC IPC(8): G06T7/00G06T7/11G06K9/62
CPCG06T7/0012G06T7/11G06T2207/20081G06T2207/20084G06T2207/10081G06T2207/10088G06T2207/30101G06F18/24G06F18/214G06V10/25G06V10/764G06V10/774G06N3/048G06N3/045G06N3/04
Inventor 张富博魏东马锴郑冶枫
Owner TENCENT TECH (SHENZHEN) CO LTD