DEEP LEARNING DETECTION AND SEGMENTATION OF FACET JOINTS IN ULTRASOUND IMAGES BASED ON CONVOLUTIONAL NEURAL NETWORKS AND ENHANCED DATA ANNOTATION

Deep Learning Detection and Segmentation of Facet Joints in Ultrasound Images Based on Convolutional Neural Networks and Enhanced Data Annotation

The facet joint injection is the most common procedure used to release lower back pain.In this paper, we proposed a deep learning method for detecting and segmenting facet joints in ultrasound images based on convolutional neural networks (CNNs) and enhanced data annotation.In the enhanced data annotation, a facet joint was considered as the first

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UNLAWFUL CONDUCT ON THE CAPITAL MARKET

European Union Law had explicitly authorized the use of a double punishment (administrative and criminal) in the context of the fight against illegal conduct on the financial markets.Thus many facts and behaviours on the capital market have a double regulation, especially in the area of market abuse.For example, we have the misconduct of market man

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Is genu varum a risk factor for the prevalence and severity of achilles tendinopathy? A cross-sectional study of Nigerian elite track and field athletes

Background: Achilles tendinopathy (AT) is one of the most frequently reported ankle and foot overuse injuries.Prior studies have reported altered biomechanical variables of the lower limb as risk factors for the prevalence and severity of AT in athletes, especially in Caucasians, but there are few reports on African elite athletes.Because it is est

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Replicating animal mitochondrial DNA

The field of mitochondrial DNA (mtDNA) replication has been experiencing incredible progress in recent years, and yet little is certain about the mechanism(s) used by animal cells to replicate this plasmid-like genome.The long-standing strand-displacement model of mammalian mtDNA replication (for which single-stranded DNA intermediates are a hallma

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