Arrhythmia detection in electrocardiogram (ECG) signals is a vital aspect of cardiovascular health monitoring.Current automated methods for arrhythmia classification often struggle to attain satisfactory performance in the detection of various heart conditions, particularly when dealing with imbalanced datasets.This study introduces a novel deep le
Systematic analysis and optimization of early warning signals for critical transitions using distribution data
Summary: Abrupt shifts between alternative regimes occur in complex systems, from cell regulation to brain functions to ecosystems.Several model-free early warning signals (EWS) have been proposed to detect impending transitions, but failure or poor performance in some systems have called for better investigation of their generic applicability.Nota
On a river barge type Europe B2 1740T operation limits evaluation in irregular waves
The barge type Europe B2 1740T is designed for operation on river routes.According to the cargo loading cases, on BETAINE HYDROCHLORIDE Danube River the significant wave height limits for operation in safety conditions have to be evaluated using the dynamic criteria in irregular waves.The study covers three main loading cases, using an eigen progra
The Role of Subcontracting in Activating of Local Labour Market
This article explains the meaning of subcontracting in activation of local labour markets in Poland.It was Changing Cushion indicated what positive and negative results, subcontracting brings for handling labour market.Fundamentals of this work consist of critical study of BETAINE HYDROCHLORIDE legal acts regulating subcontracting in labour market
Coordinated Expression of Cytosolic and Chloroplastic Glutamine Synthetase During Reproductive Stage and Its Impact in GS1 RNAi Transgenic Rice
To understand the reallocation of organic nitrogen from leaf to the flower head of rice, the role of glutamine synthetase (GS) was investigated by characterizing GS1 RNAi transgenic rice, which revealed a significant reduction in panicle number and number of seeds per panicle.We observed the expression of GS isotypes at transcriptional and protein