Comparative Analysis of Deep Learning Architectures for Penetration and Aspiration Detection in Videofluoroscopic Swallowing Studies

This study concentrates on machine learning, specifically deep learning techniques, to automatically detect the presence gruvi golden lager of aspiration or penetration in videofluoroscopic swallowing studies (VFSS).A comparative analysis is conducted on various deep learning architectures such as 2D Convolutional Neural Networks (2D-CNN), Long Sho

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Alpha-1 antitrypsin is a potential biomarker for hepatitis B

Abstract Background Function exertion of specific proteins are key factors in disease progression, thus the systematical identification of those specific proteins is a prerequisite to understand various diseases.Though many proteins have been verified to impact on hepatitis, no systematical protein screening has been documented to hepatitis B virus

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A platform in the use of medicines to treat chronic hepatitis C (PLATINUM C): protocol for a prospective treatment registry of real-world outcomes for hepatitis C

Abstract Background Safe, highly curative, short course, direct acting antiviral (DAA) therapies are now available to treat chronic hepatitis C.DAA therapy is freely available to all adults chronically infected with the hepatitis C virus (HCV) in Australia.If left untreated, hepatitis C may lead to progressive hepatic fibrosis, cirrhosis and hepato

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Pastoral community practices, microbial quality and associated health risks of raw milk in the milk value chain of Nakasongola District, Uganda

Abstract The informal milk hobbit door for sale value chain in Uganda controls most of the raw marketed milk, albeit of poor quality.A study was conducted to assess the milk handling practices, the bacterial quality and the associated health concerns of raw milk along the informal milk value in Nakasongola District.The cross-sectional study used bo

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