Cargando…

Using Machine Learning to Predict Abnormal Carotid Intima-Media Thickness in Type 2 Diabetes

Carotid intima-media thickness (c-IMT) is a reliable risk factor for cardiovascular disease risk in type 2 diabetes (T2D) patients. The present study aimed to compare the effectiveness of different machine learning methods and traditional multiple logistic regression in predicting c-IMT using baseli...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Chung-Ze, Huang, Li-Ying, Chen, Fang-Yu, Kuo, Chun-Heng, Yeih, Dong-Feng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252947/ https://www.ncbi.nlm.nih.gov/pubmed/37296685 http://dx.doi.org/10.3390/diagnostics13111834

Ejemplares similares

Carotid Intima–Media Roughness and Elasticity in Hypertensive Patients With Normal Carotid Intima‐Media Thickness
por: Wu, Yu, et al.
Publicado: (2018)

Association Between Diabetic Retinopathy and Carotid Intima-Media Thickness
por: Talpur, Abdul Subhan, et al.
Publicado: (2021)

Carotid Intima-Media Thickness in Master Athletes
por: Gori, Niccolo, et al.
Publicado: (2015)

Prognostic value of carotid intima-media thickness
por: Hakgör, Aykun, et al.
Publicado: (2020)

Carotid intima media thickness is associated with body fat abnormalities in HIV-infected patients
por: Freitas, Paula, et al.
Publicado: (2014)

Abnormally increased carotid intima media-thickness and elasticity in patients with Morquio A disease
por: Wang, Raymond Y., et al.
Publicado: (2020)

Arterial Stiffness and Carotid Intima-Media Thickness in Diabetic Peripheral Neuropathy
por: Avci, Ahmet, et al.
Publicado: (2014)

Increased carotid intima-media thickness in scuba divers
por: Mehrpour, Masoud, et al.
Publicado: (2014)

The Effect of Radioiodine on the Intima Media Thickness of the Carotid Artery
por: Sürücü, Erdem, et al.
Publicado: (2013)

Abdominal Adiposity and Intima-Media Carotid Thickness: An Association
por: Coutinho, Mário Sérgio Soares de Azeredo
Publicado: (2019)

Carotid Intima‐Media Thickness and Prediction of Cardiovascular Disease
por: Øygarden, Halvor
Publicado: (2017)

Prevalence and influencing factors of abnormal carotid artery intima-media thickness in Henan Province in China
por: Yang, Tingting, et al.
Publicado: (2023)

Association of carotid intima-media thickness with the risk of sudden sensorineural hearing loss
por: Ho, Chun-Hsien, et al.
Publicado: (2020)

Carotid intima-media thickness is not related with clinical outcomes in young hypertensives
por: Yu, Jin-Sok, et al.
Publicado: (2015)

Absence of Increase in Carotid Artery Intima-Media Thickness in Infants of Diabetic Mothers
por: Atabek, Mehmet Emre, et al.
Publicado: (2011)

Carotid intima-media thickness as a surrogate marker of cardiovascular disease in diabetes
por: Sibal, Latika, et al.
Publicado: (2011)

Carotid intima media thickness in type 2 diabetes mellitus with ischemic stroke
por: Kota, Sunil Kumar, et al.
Publicado: (2013)

Increased Carotid Intima-Media Thickness as a Predictor of the Presence and Extent of Abnormal Myocardial Perfusion in Type 2 Diabetes
por: Djaberi, Roxana, et al.
Publicado: (2010)

Inflammation, carotid intima-media thickness and atherosclerosis in rheumatoid arthritis
por: Veldhuijzen van Zanten, Jet JCS, et al.
Publicado: (2008)

The Relationships of Markers of Cholesterol Homeostasis with Carotid Intima-Media Thickness
por: Weingärtner, Oliver, et al.
Publicado: (2010)

Association of Insulin Resistance Indexes to Carotid Intima–Media Thickness
por: Sciacqua, Angela, et al.
Publicado: (2013)

The relationship between carotid intima–media thickness and global atherosclerosis
por: Lundberg, C, et al.
Publicado: (2014)

Effects of valproate on the carotid artery intima-media thickness in epileptics
por: Luo, Xinming, et al.
Publicado: (2015)

Carotid intima-media thickness in patients with mild or moderate psoriasis
por: Bańska-Kisiel, Katarzyna, et al.
Publicado: (2016)

Pregnancy Loss and Carotid Intima–Media Thickness in Mexican Women
por: Hartasanchez, Sandra A., et al.
Publicado: (2018)

Childhood infections and common carotid intima media thickness in adolescence
por: Prins-van Ginkel, A. C., et al.
Publicado: (2018)

Association of vascular calcification of breast with carotid intima media thickness
por: Sankaran, Priya P., et al.
Publicado: (2019)

Carotid intima-media thickness, hypertension, and dyslipidemia in obese adolescents
por: Widjaja, Nur Aisiyah, et al.
Publicado: (2019)

Maximum Carotid Intima-Media Thickness in Association with Renal Outcomes
por: Manabe, Shun, et al.
Publicado: (2021)

Carotid intima-media thickness measurements in patients with multiple sclerosis
por: farzan, Marjan rahimi, et al.
Publicado: (2022)

Location of Cerebral Microbleeds And Their Association with Carotid Intima-media Thickness: A Community-based Study
por: Chung, Chih-Ping, et al.
Publicado: (2017)

Carotid Artery Intima-Media Thickness, Carotid Plaque and Coronary Heart Disease and Stroke in Chinese
por: Chien, Kuo-Liong, et al.
Publicado: (2008)

Relation of Epicardial Fat Thickness with Carotid Intima-Media Thickness in Patients with Type 2 Diabetes Mellitus
por: Cetin, Mustafa, et al.
Publicado: (2013)

Increased Carotid Artery Intima-Media Thickness in Pregnant Women with Gestational Diabetes Mellitus
por: Yousefzadeh, Gholamreza, et al.
Publicado: (2012)

The Association between Carotid Intima-Media Thickness and the Duration of Type 1 Diabetes in Children
por: Pezeshki Rad, Masoud, et al.
Publicado: (2014)

Increased carotid intima-media thickness in Brazilian adolescents with type 1 diabetes mellitus
por: Fusaro, Maria Fernanda Gontijo Sepulveda, et al.
Publicado: (2016)

The Relationship between Carotid Intima-Media Thickness and Ocular Circulation in Type-2 Diabetes
por: Ichinohasama, Kohei, et al.
Publicado: (2019)

Relationship between small dense low-density lipoprotein cholesterol with carotid plaque in Chinese individuals with abnormal carotid artery intima-media thickness
por: Liu, Fang, et al.
Publicado: (2021)

The Response of Carotid Intima-Media Thickness to Medical Treatment Is Correlated with That of Intracranial Atherosclerosis
por: Kwon, Sun U., et al.
Publicado: (2013)

Homocysteine and carotid intima-media thickness in ischemic stroke patients are not correlated
por: Ntaios, George, et al.
Publicado: (2008)

Cannot write session to /tmp/vufind_sessions/sess_8lbhvb2jcgbgbud1a3oddnkq44