[HTML][HTML] Machine learning and data mining methods in diabetes research

I Kavakiotis, O Tsave, A Salifoglou… - Computational and …, 2017 - Elsevier
The remarkable advances in biotechnology and health sciences have led to a significant
production of data, such as high throughput genetic data and clinical information, generated …

Diabetes and cardiac autonomic neuropathy: clinical manifestations, cardiovascular consequences, diagnosis and treatment

AS Balcıoğlu, H Müderrisoğlu - World journal of diabetes, 2015 - pmc.ncbi.nlm.nih.gov
Cardiac autonomic neuropathy (CAN) is a frequent chronic complication of diabetes mellitus
with potentially life-threatening outcomes. CAN is caused by the impairment of the …

Early detection of cardiovascular autonomic neuropathy: A multi-class classification model based on feature selection and deep learning feature fusion

MR Hassan, S Huda, MM Hassan, J Abawajy… - Information …, 2022 - Elsevier
The conventional diagnostic process and tools of cardiovascular autonomic neuropathy
(CAN) can easily identify the two main categories of the condition: severe/definite CAN and …

Effects of daylong exposure to indoor overheating on thermal and cardiovascular strain in older adults: a randomized crossover trial

RD Meade, AP Akerman, SR Notley… - Environmental …, 2024 - ehp.niehs.nih.gov
Background: Health agencies recommend that homes of heat-vulnerable occupants (eg,
older adults) be maintained below 24–28° C to prevent heat-related mortality and morbidity …

Artificial intelligence methodologies and their application to diabetes

M Rigla, G García-Sáez, B Pons… - Journal of diabetes …, 2018 - journals.sagepub.com
In the past decade diabetes management has been transformed by the addition of
continuous glucose monitoring and insulin pump data. More recently, a wide variety of …

Cardiovascular autonomic neuropathy in diabetes: an update with a focus on management

A Eleftheriadou, V Spallone, AA Tahrani, U Alam - Diabetologia, 2024 - Springer
Cardiovascular autonomic neuropathy (CAN) is an under-recognised yet highly prevalent
microvascular complication of diabetes. CAN affects approximately 20% of people with …

Identifying common genetic risk factors of diabetic neuropathies

II Witzel, HF Jelinek, K Khalaf, S Lee… - Frontiers in …, 2015 - frontiersin.org
Type 2 diabetes mellitus (T2DM) is a global public health problem of epidemic proportions,
with 60–70% of affected individuals suffering from associated neurovascular complications …

[HTML][HTML] Cardiovascular autonomic neuropathy is associated with increased glycemic variability driven by hyperglycemia rather than hypoglycemia in patients with …

H Gad, E Elgassim, I Mohammed, AY Alhaddad… - Diabetes Research and …, 2023 - Elsevier
Aim Cardiac autonomic neuropathy (CAN) has been suggested to be associated with
hypoglycemia and impaired hypoglycemia unawareness. We have assessed the …

Prevalence and prognostic significance of cardiac autonomic neuropathy in community-based people with type 2 diabetes: the Fremantle Diabetes Study Phase II

TME Davis, E Tan, WA Davis - Cardiovascular Diabetology, 2024 - Springer
Background There is a paucity of contemporary data on the prevalence and prognostic
significance of cardiac autonomic neuropathy (CAN) from community-based cohorts with …

Screening cardiovascular autonomic neuropathy in diabetic patients with microvascular complications using machine learning: a 24-hour heart rate variability study

M Alkhodari, M Rashid, MA Mukit, KI Ahmed… - IEEE …, 2021 - ieeexplore.ieee.org
Cardiovascular autonomic neuropathy (CAN) is one of the most overlooked complications
associated with diabetes. It is characterized by damage in the autonomic nerves regulating …