Cloud Based Fault Diagnosis by Convolutional Neural Network as Time-Frequency RGB Image Recognition of Industrial Machine Vibration with Internet of Things Connectivity.

The human-centric and resilient European industry called Industry 5.0 requires a long lifetime of machines to reduce electronic waste. The appropriate way to handle this problem is to apply a diagnostic system capable of remotely detecting, isolating, and identifying faults.

Prognostic importance of the extent of coronary revascularisation in patients with acute coronary syndromes and multivessel disease: one-year prospective follow-up.

Background: Interventional treatment improves prognosis in patients with acute coronary syndromes (ACS). However, despite introduction of percutaneous coronary intervention (PCI), the risk of cardiovascular events in patients with multivessel coronary artery disease (MVD) remains significant.

Aim: To evaluate the risk of complications and the prognostic value of MVD in patients with ACS during 1-year follow-up.

High concentrations of B-type natriuretic peptide and left ventricular diastolic dysfunction in patients with paroxysmal/persistent atrial fibrillation as possible markers of conversion into permanent form of arrhythmia: 1-year prospective evaluation.

Background: Atrial fibrillation (AF) may cause electrical and structural atrial remodelling, leading to progression from paroxysmal to permanent form of arrhythmia. Predictors of such a transition have not yet been well established.

Aim: To assess the role of B-type natriuretic peptide (BNP) and left ventricular (LV) diastolic impairment in prediction of progression from paroxysmal/persistent AF to permanent AF.

Evaluation of heart rhythm variability and arrhythmia in children with systemic and localized scleroderma.

Objective: To evaluate possible disturbances in autonomic regulation and cardiac arrhythmias in children with localized and systemic scleroderma.

Methods: There were 40 children included in the study: 20 with systemic and 20 with localized scleroderma. The control group comprised 20 healthy children.

[Acute inferolateral myocardial infarction as the first manifestation of left atrial myxoma -- a case report].

A case of a young patient admitted to our hospital due to acute myocardial infarction is presented. Coronary angiography revealed normal coronary arteries. Echocardiography performed immediately after coronary angiography showed the presence of the left atrial myxoma.