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Medical colorectal cancer data processing method and device, storage medium and electronic equipment

A technology for colorectal cancer and medical data, applied in the field of colorectal cancer medical data processing, can solve the problems of low accuracy of chemotherapy regimens for colorectal cancer, and achieve the effects of saving treatment time, improving acquisition speed, and improving accuracy

Inactive Publication Date: 2019-03-08
SUN YAT SEN UNIV CANCER CENT +1
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  • Abstract
  • Description
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AI Technical Summary

Problems solved by technology

[0007] The object of the present invention is to provide a colorectal cancer medical data processing method, a colorectal cancer medical data processing device, a computer-readable storage medium, and electronic equipment, thereby overcoming the limitations and defects of related technologies at least to a certain extent. The low accuracy of chemotherapy regimens for colorectal cancer

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  • Medical colorectal cancer data processing method and device, storage medium and electronic equipment
  • Medical colorectal cancer data processing method and device, storage medium and electronic equipment
  • Medical colorectal cancer data processing method and device, storage medium and electronic equipment

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Embodiment Construction

[0043] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the invention. However, those skilled in the art will appreciate that the technical solution of the present invention may be practiced without one or more of the specific details, or other methods, components, devices, steps, etc. may be adopted. In other instances, well-known technical solutions have not been shown or descr...

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Abstract

The embodiment of the invention relates to a medical colorectal cancer data processing method and device, and belongs to the technical field of data processing. The method comprises the steps that initial colorectal cancer medical record data meeting a preset condition is obtained, and first colorectal cancer chemotherapy decision information and first colorectal cancer feature information of target colorectal cancer medical record data are obtained in the initial colorectal cancer medical record data; by using the first colorectal cancer chemotherapy decision information and the first colorectal cancer feature information, an initial model based on machine learning is trained, and an aid decision making model is obtained; by using the aid decision making model, second colorectal cancer feature information of a to-be-treated colorectal cancer patient is predicted, and second colorectal cancer chemotherapy decision information of the to-be-treated colorectal cancer patient is obtained.By means of the method, the problem that in the prior art, a medical scheme is recommended based on a rule tree, and accordingly the accuracy is low is solved, and the colorectal cancer chemotherapy scheme recommendation accuracy is improved.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of colorectal cancer medical data processing, and in particular, relate to a colorectal cancer medical data processing method, a colorectal cancer medical data processing device, a computer-readable storage medium, and electronic equipment. Background technique [0002] With the continuous application of clinical medical big data and the rapid development of machine learning technology, based on machine learning technology, it has become an important task to automatically mine the hidden knowledge of data (medical knowledge discovery, doctor's diagnosis and treatment experience, etc.) from the massive electronic medical record data. Hot research direction. [0003] Colorectal cancer is one of the top 5 malignant tumors with an incidence rate. The choice of postoperative adjuvant chemotherapy for colorectal cancer is an important decision in the treatment of colorectal cancer. At presen...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/70G16H10/60
CPCG16H10/60G16H50/70
Inventor 徐瑞华骆卉妍金颖李超峰李林峰王泷梁玮
Owner SUN YAT SEN UNIV CANCER CENT
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