View source for 17764468. MRTHOD, DEVICE FOR DISEASE PREDICTION, ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUM simplified abstract (BOE TECHNOLOGY GROUP CO., LTD.)

=MRTHOD, DEVICE FOR DISEASE PREDICTION, ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUM=


==Organization Name==

[[:Category:BOE TECHNOLOGY GROUP CO., LTD.|BOE TECHNOLOGY GROUP CO., LTD.]]


[[Category:BOE TECHNOLOGY GROUP CO., LTD.]]

==Inventor(s)==

[[:Category:Zhenzhong Zhang of Beijing (CN)|Zhenzhong Zhang of Beijing (CN)]][[Category:Zhenzhong Zhang of Beijing (CN)]]

==MRTHOD, DEVICE FOR DISEASE PREDICTION, ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUM - A simplified explanation of the abstract==


This abstract first appeared for US patent application 17764468 titled 'MRTHOD, DEVICE FOR DISEASE PREDICTION, ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUM

==Simplified Explanation==

The abstract describes a method and device for disease prediction using a risk prediction model with linear and non-linear sub-models.

* Method for predicting disease:
    * Acquiring first and second features of a target object
    * Inputting features into risk prediction model with linear and non-linear sub-models
    * Processing first feature through linear sub-model to obtain first risk score
    * Processing second feature through non-linear sub-model to obtain second risk score
    * Calculating disease risk based on first and second risk scores

**Potential Applications:**
- Healthcare industry for early disease detection and prevention
- Personalized medicine for tailored treatment plans
- Public health initiatives for population-level disease risk assessment

**Problems Solved:**
- Early detection of diseases before symptoms manifest
- Tailored treatment plans based on individual risk factors
- Improved public health strategies for disease prevention

**Benefits:**
- Improved accuracy in disease prediction
- Early intervention for better treatment outcomes
- Cost-effective healthcare management through targeted interventions


==Original Abstract Submitted==

A method and a device for disease prediction, an electronic device and a computer-readable storage medium are provided. A method for predicting disease comprising the steps of: respectively acquiring a first feature and a second feature of a target object; inputting the first feature and the second feature into a risk prediction model, wherein the risk prediction model comprises a linear sub-model and a non-linear sub-model obtained by joint training; processing the first feature through the linear sub-model to obtain a first risk score; processing the second feature through the non-linear sub-model to obtain a second risk score; calculating a disease risk of the target subject based on the first risk score and the second risk score.



[[Category:G16H50/30]]
[[Category:G06N3/045]]
[[Category:G06N3/084]]