Deep learning-based pneumonia detection from chest X-ray images using a convolutional neural network

Deep learning-based pneumonia detection from chest X-ray images using a convolutional neural network

Pneumonia remains a significant public health challenge, particularly in resource-limited settings where access to expert radiological diagnosis is scarce. This study proposes a deep learning-based approach using a custom Convolutional Neural Network (CNN) for the binary classification of chest X-r...

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Bibliographic Details
Main Authors: Мухриддин Араббоев, Шохрух Бегматов
Format: Article
Language:English
Published: Siberian Scientific Centre DNIT 2025-08-01
Series:Современные инновации, системы и технологии
Subjects:
pneumonia detection, chest X-ray, deep learning, convolutional neural network (CNN), medical image classification, binary classification, radiographic diagnosis, ROC-AUC, precision-recall, computer-aided diagnosis (CAD).
Online Access:https://oajmist.com/index.php/12/article/view/378
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