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Research And Implementation Of Training System For Clinical Medical Diagnosis Thinking

Posted on:2019-12-30Degree:MasterType:Thesis
Country:ChinaCandidate:Z P YueFull Text:PDF
GTID:2394330545964758Subject:Computer technology
Abstract/Summary:PDF Full Text Request
"Internet + medical education" is a product of the rapid development of computer technology,the deep integration of the Internet and medical education has brought about a qualitative change in the way modern medical education is cultivated.With the enrollment expansion of higher medical colleges and universities,the chances of medical students' internships are gradually reduced,which makes the medical students' theoretical knowledge and diagnostic skills cannot be applied and exercised,and there is a widespread lack of clinical skills and clinical experience.The new goal of medical education requires breakthroughs in the traditional medical education system,while increasing the application of clinical diagnostic skills and the accumulation of clinical experience.Diagnostic thinking is a cognitive process in which doctors use their existing medical theory knowledge and experience to understand diseases,and it is a combination of theoretical knowledge and skills that medical students must possess to transform to qualified physicians.The clinical medical diagnostic thinking training system is to help medical students form the correct clinical medical diagnostic thinking ability.Medical students can carry out case detection training on the system platform.Through the detection training,medical students can gradually form the correct diagnostic thinking ability;in the case detection training In the system,the system can effectively and quantitatively collect the performance of each student in the clinical environment.The teacher can use the diagnostic mind map of the medical students to comprehensively evaluate the clinical thinking ability of the medical students and use the medical students in the most efficient manner.The diagnostic operating records were recorded to understand their clinical diagnostic thinking capabilities and to provide in-depth assessment of the medical students' clinical diagnostic thinking ability.According to the needs of modern medical colleges and universities,a training system for clinical diagnostic thinking has been developed.The system designs the teachers' end based on the B/S mode and the student based on the C/S mode.The MVC mode based on the Yii framework is adopted in the programming design,and the data storage is realized by the MySQL database.In the case detection training,the detection process and test results can be traced back.Teachers can give evaluations based on medical students' case detection training records;teachers can create cases that meet teaching needs according to actual teaching situations,and set different weights for different cases,After the diagnosis was completed,the medical student's diagnosis process was comprehensively evaluated by the medical student's diagnostic mind map.The system processes a large number of case data,uses the C4.5 algorithm to build a training assessment model,and uses a pruning method to optimize the case training assessment model for a fully grown decision tree.The system breaks the bottleneck of traditional medical education and opens a door for intelligent medical education.Through the close combination of theoretical knowledge and clinical practice,through the close integration of theoretical knowledge and clinical practice,the use of virtual clinical teaching cases can quickly train medical students' clinical diagnostic thinking ability,improve clinical medical teaching quality,and systematically assess medical students' diagnostic thinking ability,clinical knowledge and skill mastery.My tutor teamed with Yingkou Jucheng Teaching Technology Development Co.,Ltd.to establish a joint laboratory to study and implement a new generation of clinical medical diagnostic thinking training system.My tutor teamed with Yingkou Jucheng Teaching Technology Development Co.,Ltd.to establish a joint laboratory to study and implement a new generation of clinical medical diagnostic thinking training system.My tutor teamed with Yingkou Jucheng Teaching Technology Development Co.,Ltd.to establish a joint laboratory to study and implement a new generation of clinical medical diagnostic thinking training system.
Keywords/Search Tags:Diagnostic Thinking, Medical Education, Decision Tree, C4.5 Algorithm
PDF Full Text Request
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