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Over the last few years, convolutional neural networks (CNNs) have dominated the field of computer vision thanks to their ability to extract features and their outstanding performance in classification problems, for example in the automatic analysis of X-rays. Unfortunately, these neural networks are considered black-box algorithms, i.e. it is impo...
Pneumonia is a lung infection that causes 15% of childhood mortality (under 5 years old), over 800,000 children under five every year, around 2,200 every day, all over the world. This pathology is mainly caused by viruses or bacteria. X-rays imaging analysis is one of the most used methods for pneumonia diagnosis. These clinical images can be analy...
Pneumonia is a lung infection that causes 15% of childhood mortality (under 5 years old) around the world. This pathology is mainly caused by viruses or bacteria. Most frequent associated viruses are respiratory syncytial virus (RSV), influenza virus and human parainfluenza virus (HPIV). Most frequent bacteria are: Streptococcus pneumoniae, Haemoph...