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A cost-sensitive deep neural network-based prediction model for the mortality in acute myocardial infarction patients with hypertension on imbalanced data

Frontiers in Cardiovascular Medicine

Background and objectives Hypertension is one of the most serious risk factors and the leading cause of mortality in patients with cardiovascular diseases (CVDs). It is necessary to accurately predict the mortality of patients suffering from CVDs with hypertension. Methods The synopsis of our research is as follows.

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Occlusion myocardial infarction is a clinical diagnosis

Dr. Smith's ECG Blog

Occlusion myocardial infarction is a clinical diagnosis Written by Willy Frick (@Willyhfrick). Moreover , the patient has ongoing symptoms and has an unexplained elevated troponin, so she is having an MI and the only question is whether it is type 1 or type 2 due to hypertension. A patient with OMI can have a totally normal ECG!"

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What underlies sex differences in heart failure onset within the first year after a first myocardial infarction?

Frontiers in Cardiovascular Medicine

Background Women are more likely to develop heart failure (HF) after myocardial infarction. Women were older with a higher prevalence of hypertension. The infarct size and LVEF were similar between the sexes. p  < 0.001), age, and hypertension were independently associated with rehospitalization for HF.

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EFFECTS OF PTEROSTILBENE ON HEART AND LUNG OXIDATIVE STRESS PARAMETERS IN TWO EXPERIMENTAL MODELS OF CARDIOVASCULAR DISEASE: MYOCARDIAL INFARCTION AND PULMONARY ARTERIAL HYPERTENSION

Journal of Cardiovascular Pharmacology

Myocardial infarction (MI) and pulmonary artery hypertension (PAH) are two prevalent cardiovascular diseases. This study aims to evaluate the effect of PTE on oxidative stress in the hearts of animals with myocardial infarction and in the lungs of animals with PAH. Male Wistar rats were used in both models.

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The prognostic importance of the Naples prognostic score for in-hospital mortality in patients with ST-segment elevation myocardial infarction

Coronary Artery Disease Journal

However, the prognostic significance of NPS is unknown in ST-segment elevation myocardial infarction (STEMI). Background The Naples prognostic score (NPS) is an effective inflammatory and nutritional scoring system widely applied as a prognostic factor in various cancers. 2.90) for NPS 3, OR = 2.83 (95% CI, 1.76–4.54)

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Comparative treatment outcomes of a single long stent vs. overlapped short stents in acute myocardial infarction

Frontiers in Cardiovascular Medicine

Objectives There is no consensus regarding the optimal choice between single long stent (SLS) and overlapped double short stents (DSS) in patients with acute myocardial infarction (AMI). vs. 8.9%, p  = 0.009) but a lower rate of hypertension (46.8% Results The mean age of participants was 65.4 years, and 75.0% mg/dl (16.3%

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Classification Algorithm to Distinguish Between Type 1 and Type 2 Myocardial Infarction in Administrative Claims Data

Circulation: Cardiovascular Quality & Outcomes

Background:Type 2 myocardial infarction (T2MI) and type 1 myocardial infarction (T1MI) differ with respect to demographics, comorbidities, treatments, and clinical outcomes. 2.71]) or hypertensive emergency (odds ratio, 1.46 [95% CI, 1.00–2.14]) Circulation: Cardiovascular Quality and Outcomes, Ahead of Print.