ArticleMedicines (Basel, Switzerland)2023
Comorbidity Patterns in Patients at Cardiovascular Hospital Admission.
Article in Medicines (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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2 citing papers in PubMed, 4 citations in OpenAlex.
- Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity network.Health information science and systems · 2024Article
- Association Between Race and Comorbid Conditions Among Older Adults with Dementia.Journal of clinical medicine · 2024Article
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Authors and funding
4 authors at 2 institutions in 1 country.
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Abstract
Hypertension frequently coexists with obesity, diabetes, hyperlipidemia, or metabolic syndrome, anditsassociation with cardiovascular disease is well established. The identification and management of these risk factors is an important part of overall patient management. In this paper, we find the most relevant patterns of hospitalized patients with cardiovascular diseases, consideringaspects of their comorbidities, such as triglycerides, cholesterol, diabetes, hypertension, and obesity. To find the most relevant patterns, several clusterizations were made, playing with the dimensions of comorbidity and the number of clusters. There are three main patient types who require hospitalization: 20% whose comorbidities are not so severe, 44% with quite severe comorbidities, and 36% with fairly good triglycerides, cholesterol, and diabetes but quite severe hypertension and obesity. The comorbidities, such as triglycerides, cholesterol, diabetes, hypertension, and obesity, were observed in different combinations in patients upon hospital admission.
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