[HTML][HTML] A risk prediction model for type 2 diabetes mellitus complicated with retinopathy based on machine learning and its application in health management

H Pan, J Sun, X Luo, H Ai, J Zeng, R Shi… - Frontiers in …, 2023 - frontiersin.org
Objective This study aimed to establish a risk prediction model for diabetic retinopathy (DR)
in the Chinese type 2 diabetes mellitus (T2DM) population using few inspection indicators …

[HTML][HTML] Old and Novel Predictors for Cardiovascular Risk in Diabetic Foot Syndrome—A Narrative Review

CA Adam, DTM Marcu, O Mitu, M Roca… - Applied Sciences, 2023 - mdpi.com
Diabetic foot syndrome (DFS) is a complication associated with diabetes that has a strong
negative impact, both medically and socio-economically. Recent epidemiological data show …

[HTML][HTML] Establishment of models to predict factors influencing periodontitis in patients with type 2 diabetes mellitus

HM Xu, XJ Shen, J Liu - World journal of diabetes, 2023 - ncbi.nlm.nih.gov
BACKGROUND Type 2 diabetes mellitus (T2DM) is associated with periodontitis. Currently,
there are few studies proposing predictive models for periodontitis in patients with T2DM …

[HTML][HTML] Development and validation of a nomogram to predict the risk of peripheral artery disease in patients with type 2 diabetes mellitus

J Liang, J Song, T Sun, L Zhang, S Xu - Frontiers in Endocrinology, 2022 - frontiersin.org
Objective To develop and validate a nomogram for predicting the risk of peripheral artery
disease (PAD) in patients with type 2 diabetes mellitus (T2DM) and assess its clinical …

[PDF][PDF] Elevated HbA1c level associated with disease severity and surgical extension in diabetic foot patients

S Akyüz, ABB Mutlu, HE Güven… - Turkish Journal of …, 2023 - jag.journalagent.com
ABSTRACT BACKGROUND: Diabetic foot is a complex syndrome that is associated with
other diabetic complications, such as peripheral arterial disease and peripheral neuropathy …

[HTML][HTML] 糖尿病足发病风险预测模型的系统评价

林令君, 郭俊, 王俊伟, 高杨, 陈惠盈, 万永丽 - 中国全科医学, 2024 - chinagp.net
背景糖尿病足是糖尿病患者常见并发症, 多数患者病情重, 疾病进展快. 性能良好的糖尿病足发病
风险预测模型可以帮助医务人员识别高危患者, 尽早采取干预措施. 目的系统评价糖尿病足发病 …

A Nomogram Approach with Logistic Regression and Naïve Bayes to Identify Chronic Kidney Disease on Diabetes Type 2

IM Murwantara - 2023 3rd International Conference on Smart …, 2023 - ieeexplore.ieee.org
A novel Nomogram model, integrating both logistic regression and naïve bayes
methodologies, exhibits a promising capability in deciphering the molecular indicators of …

[HTML][HTML] A Systematic Review of Risk Prediction Models for Diabetic Foot Development

L LIN, J GUO, J WANG, Y GAO, H CHEN… - Chinese General …, 2024 - chinagp.net
Backgroud Diabetic foot is a common complication of diabetes patients, most of whom are
seriously ill with rapid disease progression. A well-performing risk prediction model for the …