Systematic review of machine learning applied to the secondary prevention of ischemic stroke
M Chen, D Qian, Y Wang, J An, K Meng, S Xu… - Journal of Medical …, 2024 - Springer
Ischemic stroke is a serious disease posing significant threats to human health and life, with
the highest absolute and relative risks of a poor prognosis following the first occurrence, and …
the highest absolute and relative risks of a poor prognosis following the first occurrence, and …
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 causal effect of hypertension, intraocular pressure, and diabetic retinopathy: a Mendelian randomization study
XF Wang, XW Zhang, YJ Liu, XY Zheng… - Frontiers in …, 2024 - frontiersin.org
Background Previous research has indicated a vital association between hypertension,
intraocular pressure (IOP), and diabetic retinopathy (DR); however, the relationship has not …
intraocular pressure (IOP), and diabetic retinopathy (DR); however, the relationship has not …
Leveraging Machine Learning and Long-Short Term Memory Algorithm for Early Prediction of Diabetes
Y Pamungkas, MD Cahya, E Indriastuti - CogITo Smart Journal, 2024 - cogito.unklab.ac.id
Diabetes, a chronic condition, affects numerous populations. Poor insulin production from
the pancreas combined with high blood sugar levels can result in the onset of diabetes …
the pancreas combined with high blood sugar levels can result in the onset of diabetes …