Organ lesion detection method and electronic equipment, and neuron network training method and electronic equipment

A neuron network and detection method technology, applied in the detection method and electronic equipment of organ lesions, in the field of training neuron network, can solve the problems of time-consuming and low efficiency, and achieve the effect of accurate results

Active Publication Date: 2017-12-01
LENOVO (BEIJING) CO LTD
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Problems solved by technology

In the existing technology, doctors often analyze liver CT images to find tumors on the live

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  • Organ lesion detection method and electronic equipment, and neuron network training method and electronic equipment
  • Organ lesion detection method and electronic equipment, and neuron network training method and electronic equipment
  • Organ lesion detection method and electronic equipment, and neuron network training method and electronic equipment

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Embodiment Construction

[0025] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0026] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate ...

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Abstract

An organ lesion detection method includes the following steps: acquiring image data of a first organ, wherein the image data includes a plurality of layers of image data; detecting the image data of the first organ through a trained multistage neuron network to get a first detection result; and determining whether there is lesion in the first organ based on the first detection result.

Description

technical field [0001] The invention relates to the field of medical image processing, in particular to a method for detecting organ lesions, an electronic device, and a method for training a neural network and the electronic device. Background technique [0002] Under the action of various tumorigenic factors, the local histiocytes will proliferate to form neogrowth, because this neogrowth is mostly in the form of space-occupying blocky protrusions, called tumors. According to the cell characteristics of new organisms and the degree of harm to the body, tumors are divided into two categories: benign tumors and malignant tumors, and cancer is the general term for malignant tumors. [0003] Liver cancer is one of the deadliest cancers in the world. Malignant tumors on the liver grow rapidly and infiltrate, and are prone to bleeding, necrosis, ulcers, etc., and often have distant metastasis, resulting in emaciation, weakness, anemia, and loss of appetite. Sluggishness, fever,...

Claims

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Application Information

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IPC IPC(8): G06T7/00
CPCG06T7/0012G06T2207/10081G06T2207/20021G06T2207/20081G06T2207/30056G06T2207/30096
Inventor 邹进屹
Owner LENOVO (BEIJING) CO LTD
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