Diagnosis and Treatment Rules of Chronic Kidney Disease and Nursing Intervention Models of Related Mental Diseases Using Electronic Medical Records and Data Mining

Abstract

Objective. On the basis of electronic medical records, the data mining technology was adopted to explore the law of chronic kidney disease (CKD) and the intervention mode of mental health of patients. Methods. Based on the electronic medical records, the corresponding data extraction, database establishment, and data cleaning of CKD were performed. After that, the related data analysis, frequency analysis, cluster analysis, and nonparametric analysis were used to explore the laws of CKD diagnosis and treatment and nursing intervention mode of mental illness. The most common causes of CKD were chronic glomerulonephritis (43.76%), aristolochic acid nephritis (16.34%), diabetic nephritis (12.87%), and hypertensive nephritis (11.58%). The major treatment method for end-stage patients was alternative therapies, accounting for 46%. Compared with the depression score before intervention, that of the patients after the mindfulness therapy (50.99 ± 9.77 vs. 47.01 ± 9.33, P = 0.024 < 0.5 ) and target behaviour nursing intervention (52.21 ± 8.12 vs. 48.01 ± 9.33, P = 0.032 < 0.05 ) was obviously decreased. Conclusion. The data mining technology based on electronic records showed a good application prospect in the analysis of the diagnosis and treatment of CKD; and target behaviour nursing and mindfulness intervention were effective psychological intervention models.

Effect of Nursing Intervention on Self-Management and Quality of Life in Patients with Chronic Kidney Disease Evaluated by Renal Diffusion Tensor Imaging Features Using Image Registration Algorithm

“…Nursing intervention is proposed based on certain physiological and pathological scientific theories, is through some corresponding scientific experiments, and can indeed help doctors give more comprehensive treatment to patients in clinical practice to a certain extent. Nursing intervention requires comprehensive consideration of many aspects such as disease, family, and psychology according to the specific circumstances of patients in clinical practice and then making the corresponding diagnosis, and the corresponding nursing staff needs sequential, targeted, and scientific nursing according to nursing guidance [3,4]. In this process, reasonable reference to the existing research results, analysis of various functional indicators of patients and expected degree of recovery, and professional clinical knowledge can achieve a good intervention effect, so as to achieve the expected results of helping the patient's physical and mental recovery, preventing complications and promoting, maintaining, or restoring the patient's physical and psychological function [5].…”

Retracted: Diagnosis and Treatment Rules of Chronic Kidney Disease and Nursing Intervention Models of Related Mental Diseases Using Electronic Medical Records and Data Mining

“…Tis article has been retracted by Hindawi following an investigation undertaken by the publisher [1]. Tis investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process:…”

“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [ 1 ]. This investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process: Discrepancies in scope Discrepancies in the description of the research reported Discrepancies between the availability of data and the research described Inappropriate citations Incoherent, meaningless and/or irrelevant content included in the article Peer-review manipulation …”