ENSEMBLE OF 2D RESIDUAL NEURAL NETWORKS INTEGRATED WITH ATROUS SPATIAL PYRAMID POOLING MODULE FOR MYOCARDIUM SEGMENTATION OF LEFT VENTRICLE CARDIAC MRI

Ensemble of 2D Residual Neural Networks Integrated with Atrous Spatial Pyramid Pooling Module for Myocardium Segmentation of Left Ventricle Cardiac MRI

Cardiac disease diagnosis and identification is problematic mostly by inaccurate segmentation of the cardiac left ventricle (LV).Besides, LV segmentation is challenging since it involves complex and variable cardiac structures in terms of components and the intricacy of time-based crescendos.In addition, full segmentation and quantification of the

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Changes in Cardiac Function During the Development of Uremic Cardiomyopathy and the Effect of Salvianolic Acid B Administration in a Rat Model

BackgroundUremic cardiomyopathy (UC), the main cause of death in progressive chronic kidney disease (CKD), is characterized by diastolic dysfunction.Intraventricular pressure gradients (IVPG) derived from color m-mode echocardiography (CMME) and two-dimensional speckle tracking echocardiography (2DSTE) were established as novel echocardiographic ap

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IoT Based Meat Freshness Classification Using Deep Learning

Meat quality and safety are critical concerns in the food industry, especially for products like beef and mutton, which are susceptible to spoilage and fraud.Traditional methods of assessing meat freshness and species classification, such as manual inspection, are often inefficient and prone to error.This paper introduces a novel Internet of Things

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Taurine inhibits acute ammonia-induced oxidative stress, immune response, and apoptosis of large yellow croaker (Larimichthys crocea) during keep-live transport

Ammonia is thought to be the main chemical contaminant that stresses fish during Landscape Lighting keep-live transport.Taurine has antioxidant properties.This research investigated the oxidative stress, immune response, and apoptosis of large yellow croaker (Larimichthys crocea) during keep-live transport, and the alleviation effect of taurine.The

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SAMMY-seq reveals early alteration of heterochromatin and deregulation of bivalent genes in Hutchinson-Gilford Progeria Syndrome

Hutchinson-Gilford progeria syndrome is a genetic disease where High Temperature Grease an aberrant form of Lamin A disrupts chromatin by interfering with lamina associated domains.Here, the authors present the SAMMY-seq, a method for genome-wide characterization of heterochromatin End Cap Handlebar dynamics and detect early stage alterations of he

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