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This repository contains a deep learning-based project designed to detect pneumonia from chest X-ray images. The project demonstrates data preprocessing, model training, evaluation, and deployment via ...

This project aims to detect pneumonia from chest X-ray images using a convolutional neural network (CNN). The dataset used is sourced from Kaggle's Chest X-Ray Images dataset. A Flask web application ...

Historical and clinical findings may focus the ... the impact of clinical information on the reliability of radiographic diagnosis of pneumonia among children presenting to a pediatric emergency ...

This prototype utilizes a standard imaging system equipped with a diagnostic x-ray tube (MRC 200 0508 ... of alveolar walls as in emphysema as well as of the filling of alveoli with inflammatory fluid ...

Conclusion: Children with severe MP pneumonia and abnormal TEG profiles have more severe clinical manifestations ... Demographic characteristics, clinical manifestations, laboratory findings, imaging ...

Case study reveals how human metapneumovirus can cause severe pneumonia even in healthy adults ... suggesting viral etiology. Imaging studies indicated significant pulmonary involvement.

Abstract: Pneumonia is a serious threat to human health and causes great harm to the human respiratory system. Pneumonia recognition based on lung X-ray images is an effective auxiliary diagnosis ...

An imaging test helps health care providers better understand what may be wrong with you so they can make treatment decisions or rule out certain health problems. There are many different types of ...