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Pathological data analysis method and device, computer equipment and storage medium

An analysis method and data technology, applied in the field of digital medicine, can solve problems such as time-consuming and labor-intensive prediction accuracy, achieve the effect of accurate prediction and improve processing efficiency

Pending Publication Date: 2020-12-04
PING AN TECH (SHENZHEN) CO LTD
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Problems solved by technology

[0003] The main purpose of this application is to provide an analysis method, device, computer equipment and storage medium for pathological data, aiming to solve the problem that the existing prediction method of the risk of heart failure is still based on traditional empirical judgment, which is time-consuming and labor-intensive and the prediction is accurate less technical issues

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  • Pathological data analysis method and device, computer equipment and storage medium
  • Pathological data analysis method and device, computer equipment and storage medium
  • Pathological data analysis method and device, computer equipment and storage medium

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Embodiment Construction

[0059] It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application.

[0060] Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "said" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the description of the present invention refers to the presence of said features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations, elements, components, and / or groups thereof. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Additionally, "connected" or "coupled" as used herein may include wireless connec...

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Abstract

The invention relates to the field of digital medical treatment, and provides a pathological data analysis method and a device, computer equipment and a storage medium. The method comprises steps: performing feature extraction on pathological data to obtain specified feature data related to the heart failure occurrence risk; obtaining structured feature data of a user related to the heart failureoccurrence risk; splicing the specified feature data and the structured feature data to obtain fused feature data; taking the fused feature data as input of a preset attention module, generating attention weights corresponding to the fused features in the fused feature data one by one, and performing weighted summation on the fused features in the fused feature data according to the attention weights to obtain an output result; and inputting the output result into a preset classification module, and performing normalization processing on the output result to generate a heart failure occurrenceprediction probability of the user. According to the invention, the processing efficiency and prediction accuracy of predicting the heart failure occurrence risk of the user are improved.

Description

technical field [0001] The present application relates to the field of digital medical technology, in particular to an analysis method, device, computer equipment and storage medium for pathological data. Background technique [0002] Heart failure (heart failure) referred to as heart failure refers to the failure of the venous blood to fully discharge the heart due to the dysfunction of the systolic function and / or diastolic function of the heart, resulting in blood stasis in the venous system and insufficient blood perfusion in the arterial system, resulting in Cardiac circulatory disorder syndrome, which is characterized by pulmonary congestion and vena cava congestion. Heart failure is not an independent disease, but the terminal stage of heart disease development. If not treated properly, it will affect health and even threaten life. However, if the high risk of heart failure can be detected early and effective preventive and therapeutic measures can be taken in time, ...

Claims

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Application Information

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IPC IPC(8): G16H50/70G16H10/60G06N3/04G06N3/08
CPCG16H50/70G16H10/60G06N3/08G06N3/045
Inventor 贾文笑
Owner PING AN TECH (SHENZHEN) CO LTD
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