ApoA-I and diabetes
TW King, BJ Cochran, KA Rye - Arteriosclerosis, Thrombosis, and …, 2023 - Am Heart Assoc
ApoA-I—the main apolipoprotein constituent of the HDL (high-density lipoprotein) fraction of
human plasma—is of therapeutic interest because it has several cardioprotective functions …
human plasma—is of therapeutic interest because it has several cardioprotective functions …
[HTML][HTML] Machine Learning Models for Blood Glucose Level Prediction in Patients With Diabetes Mellitus: Systematic Review and Network Meta-Analysis
K Liu, L Li, Y Ma, J Jiang, Z Liu, Z Ye, S Liu… - JMIR Medical …, 2023 - medinform.jmir.org
Background: Machine learning (ML) models provide more choices to patients with diabetes
mellitus (DM) to more properly manage blood glucose (BG) levels. However, because of …
mellitus (DM) to more properly manage blood glucose (BG) levels. However, because of …
Study on risk factors of diabetic peripheral neuropathy and establishment of a prediction model by machine learning
X Lian, J Qi, M Yuan, X Li, M Wang, G Li, T Yang… - BMC Medical Informatics …, 2023 - Springer
Background Diabetic peripheral neuropathy (DPN) is a common complication of diabetes.
Predicting the risk of developing DPN is important for clinical decision-making and …
Predicting the risk of developing DPN is important for clinical decision-making and …
Prediction model for the risk of HIV infection among MSM in China: validation and stability
Y Dong, S Liu, D Xia, C Xu, X Yu, H Chen… - International Journal of …, 2022 - mdpi.com
The impact of psychosocial factors on increasing the risk of HIV infection among men who
have sex with men (MSM) has attracted increasing attention. We aimed to develop and …
have sex with men (MSM) has attracted increasing attention. We aimed to develop and …
Development and validation of risk prediction model for diabetic neuropathy among diabetes mellitus patients at selected referral hospitals, in Amhara regional state …
NB Gelaw, AA Muche, AZ Alem, NB Gebi, YM Chekol… - PLoS …, 2023 - journals.plos.org
Background Diabetic neuropathy is the most common complication in both Type-1 and Type-
2 DM patients with more than one half of all patients developing nerve dysfunction in their …
2 DM patients with more than one half of all patients developing nerve dysfunction in their …
[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 …
there are few studies proposing predictive models for periodontitis in patients with T2DM …
Multi‐feature, Chinese–Western medicine‐integrated prediction model for diabetic peripheral neuropathy based on machine learning and SHAP
A Jiang, J Li, L Wang, W Zha, Y Lin… - Diabetes/Metabolism …, 2024 - Wiley Online Library
Background Clinical studies have shown that diabetic peripheral neuropathy (DPN) has
been on the rise, with most patients presenting with severe and progressive symptoms …
been on the rise, with most patients presenting with severe and progressive symptoms …
Establishment and health management application of a prediction model for high-risk complication combination of type 2 diabetes mellitus based on data mining
X Luo, J Sun, H Pan, D Zhou, P Huang, J Tang, R Shi… - Plos one, 2023 - journals.plos.org
In recent years, the prevalence of T2DM has been increasing annually, in particular, the
personal and socioeconomic burden caused by multiple complications has become …
personal and socioeconomic burden caused by multiple complications has become …
Predictive model and risk analysis for peripheral vascular disease in type 2 diabetes mellitus patients using machine learning and shapley additive explanation
L Liu, B Bi, L Cao, M Gui, F Ju - Frontiers in Endocrinology, 2024 - frontiersin.org
Background Peripheral vascular disease (PVD) is a common complication in patients with
type 2 diabetes mellitus (T2DM). Early detection or prediction the risk of developing PVD is …
type 2 diabetes mellitus (T2DM). Early detection or prediction the risk of developing PVD is …
The association of diabetic peripheral neuropathy with cardiac autonomic neuropathy in individuals with diabetes mellitus: A systematic review
AVL de Paula, GM Dykstra, RB da Rocha… - Journal of Diabetes and …, 2024 - Elsevier
This systematic review aimed to explore the relationship between diabetic peripheral
neuropathy (DPN) and cardiac autonomic neuropathy (CAN) in individuals with type 1 and 2 …
neuropathy (DPN) and cardiac autonomic neuropathy (CAN) in individuals with type 1 and 2 …