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Customer Churn is now becoming a significant problem in the banking sector. It is necessary to seek solutions to predict the rate of customer churn in banks; however, the dataset for customer churn prediction in banks is imbalanced. In this paper, Random Forest (RF) based on two popular resampling techniques, named SMOTE and ADASYN, are used to obtain a banking customer churn prediction model.

6p viyamanaka 06-02-2025 1 0   Download

This study aimed to evaluate soft tissue adaptation in Class II Division 1 malocclusion patients treated with four premolar extractions and fixed appliances, focusing on the correlation between anterior teeth retraction and soft tissue changes.

6p viyamanaka 06-02-2025 0 0   Download

The primary objective of this study was to investigate the connection between temperature variations and the range of motion (ROM) in the neck and shoulder regions following specific joint movements based on Traditional Medicine practices. To accomplish this, a novel infrared measurement method was employed to enhance the accuracy of assessments.

7p viyamanaka 06-02-2025 1 1   Download

There is limited data about the clinic-pathological features and the predictors of survival in gastric cancer patients who received adjuvant SOX post-operation in Vietnam. This study aimed to identify the correlation between clinic-pathological features and clinical outcomes for this population.

10p viyamanaka 06-02-2025 2 2   Download

Nghiên cứu mô tả cắt ngang này nhằm xác định nồng độ huyết thanh granulysin bằng phương pháp ELISA và phân tích mối tương quan với một số đặc điểm lâm sàng. Sử dụng Mann-Whitney U test để so sánh nồng độ granulysin huyết thanh của hai nhóm FDE và nhóm người khỏe mạnh, Spearman rank correlation test để đánh giá sự tương quan.

9p viyamanaka 06-02-2025 2 2   Download

This study explores the impact of homework on students' academic performance and their perceptions of homework. A quantitative research design was adopted to analyze data collected from two high schools in Vietnam by employing a homework tracking sheet and test records.

10p tuetuebinhan000 23-01-2025 2 2   Download

The article studies the factors affecting the quality of accounting information systems in public hospitals in Hanoi. The study surveyed 360 subjects, conducted reliability testing of the scale, exploratory factor analysis EFA and correlation analysis, and multivariate regression.

12p tuetuebinhan000 23-01-2025 2 2   Download

Nghiên cứu kiểm tra các yếu tố trong nhượng quyền thương mại ảnh hưởng tới sự hài lòng và ý định duy trì mối quan hệ lâu dài. Cụ thể, nghiên cứu đang được chứng minh các nhân tố sự hợp tác, hỗ trợ, niềm tin, cam kết, giá trị thương hiệu, cam kết là những yếu tố ảnh hưởng tới sự hài lòng của khách hàng bằng thiết kế bảng câu hỏi khảo sát và gửi ngẫu nhiên tới những cá nhân đang làm việc tại các lĩnh vực khác nhau về nhượng quyền thương mại.

9p vifilm 11-10-2024 4 2   Download

Shingles is a common skin infection, caused by the latent Varicella zoster virus in the paraspinal cranial nerve ganglia, when there are favorable factors such as immunosuppression makes the virus active again. The disease greatly affects the patient's quality of life. Objectives: Survey to determine clinical manifestations, correlative factors and evaluate the results of topical treatment of herpes zoster with He-Ne laser combination at Can Tho DermatoVenereology Hospital in 2021.

8p viakimichi 17-01-2025 2 2   Download

Bài viết trình bày khảo sát kiến thức và thái độ về chăm sóc giảm nhẹ của sinh viên điều dưỡng và các yếu tố liên quan. Đối tượng - Phương pháp: Nghiên cứu cắt ngang mô tả trên 132 sinh viên điều dưỡng năm cuối. Phương pháp chọn mẫu thuận tiện. Sử dụng bộ câu hỏi tự điền trực tuyến để thu thập số liệu. Sử dụng phần mềm SPSS 20.0 và các phép kiểm Pearson’s Correlation, T – Test, One – Way ANOVA để phân tích số liệu.

7p viharuno 11-01-2025 3 1   Download

Obesity is well known that in various human pathological states such as: essential hypertension, coronary heart disease, type 2 diabetes mellitus,... Insulin resistance plays an important role in pathological state of diabetes. Recently, Katz et al provided QUICKI index (Quantitative insulin sensitivity check index) for insulin resistance condition evaluation. We carried out this study to determine the prevalence of insulin resistance by the QUICKI index and to evaluate the correlation between QUICKI index and the fasting glucose, insulin concentration.

4p viuchiha 06-01-2025 3 1   Download

PTEN protein is a new biomarker for identifying poor prognosis in prostatic adenocarcinoma. Objective: To evaluate the expression of PTEN protein in prostatic adenocarcinoma and assess the correlation between expression of PTEN protein with other clinicopathological characteristics in prostatic adenocarcinoma.

6p vihatake 06-01-2025 4 2   Download

The study aimed to determine the prevalence of prolonged QTc interval in hypertensive patients and investigate its relationship and correlation with left ventricular hypertrophy and left ventricular ejection fraction (EF) in hypertensive patients.

6p vihatake 06-01-2025 2 1   Download

Chronic kidney disease (CKD) is increasingly recognized as a major health problem worldwide. Objectives: (1) To evaluate the malondialdehyde concentration and kynurenine and tryptophan ratio for differences between CKD patients and healthy controls. (2) To analyze the relationship and correlation between these biomarker indexes and some risk factors of CKD.

7p vihatake 06-01-2025 7 2   Download

Systemic Lupus Erythematosus (SLE) is a complex autoimmune disease with diverse clinical manifestations and relapsing - remitting disease course. To evaluate the correlation between NLR and PLR in peripheral blood and renal involvement in systemic lupus erythematosus.

7p viharuno 03-01-2025 4 1   Download

This study aims to investigate the clinical and subclinical characteristics of heart failure patients according to the VNHA 2022 guidelines and to assess the relationship and correlation of serum NT-proBNP levels with the severity of heart failure according to NYHA classification, degree of anemia, left ventricular ejection fraction, Sokolow index, and left ventricular mass index.

9p viharuno 03-01-2025 5 2   Download

To explore the correlation of 24-hour ambulatory blood pressure (BP) monitoring (ABPM) parameters and cardiovascular risk factors in older adults with high-risk hypertension. Material and method: A cross-sectional study was conducted on 96 older adults (≥ 60 years old) with treated high-risk hypertension.

7p viharuno 03-01-2025 2 2   Download

Among mandibular fractures, condyle fractures are common injuries which directly affect the occlusal function and aesthetics of the patients. Accurate diagnosis based on clinical and radiographic features helps to choose the appropriate treatment. This study aims to evaluate clinical features, morphologies on CT Scan of mandibular condyle fractures and analyze the relationship between these characteristics.

7p viharuno 03-01-2025 3 2   Download

A pre-clinical sign of atherosclerisis is hypertrophy of arterial wall. Femoral intima-media thickness is noninvasive marker of arterial wall alteration, which can easily be assessed by high resolusion B mode ultrasound. Aims: To investigate the correlation between femoral intima-media thickness and the severity of coronary artery diseases.

8p viuchiha 03-01-2025 1 1   Download

In this study, the adsorption configuration, adsorption energy of toxic gas molecules (CO, NO, CO2, NH3, and NO2) on B12 – borophene was investigated by first – principle calculations using three van der Waals correlation functionals: RevPBE-vdW, optPBE-vdW, and vdW-DF2.

65p nienniennhuy77 31-12-2024 3 2   Download