A Deep Convolutional Neural Network Model for Lung Disease Detection Using Chest X-Ray Imaging

A Deep Convolutional Neural Network Model for Lung Disease Detection Using Chest X-Ray Imaging

Lung diseases, including pneumonia and COVID-19, are prevalent globally, necessitating early diagnosis for effective treatment. Medical imaging is widely regarded as an effective method for detecting lung diseases. Numerous researchers have dedicated their efforts to developing advanced detection te...

Full description

Saved in:

Bibliographic Details
Main Author:	Samia Dardouri
Format:	Article
Language:	English
Published:	Wiley 2025-01-01
Series:	Pulmonary Medicine
Online Access:	http://dx.doi.org/10.1155/pm/6614016
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An efficient method for early Alzheimer’s disease detection based on MRI images using deep convolutional neural networks
by: Samia Dardouri
Published: (2025-04-01)

Deep convolutional neural network (DCNN)-based model for pneumonia detection using chest x-ray images
by: S. I. Ele, et al.
Published: (2025-05-01)

Intelligent diagnosis model for chest X-ray images diseases based on convolutional neural network
by: Shouyi Yang, et al.
Published: (2025-07-01)

Deep learning-based pneumonia detection from chest X-ray images using a convolutional neural network
by: Мухриддин Араббоев, et al.
Published: (2025-08-01)

Covid-19 Detection from Chest X-Ray Images and Hybrid Model Recommendation with Convolutional Neural Networks
by: Furkan Eryılmaz, et al.
Published: (2021-12-01)

Three-stage registration pipeline for dynamic lung field of chest X-ray images based on convolutional neural networks
by: Yingjian Yang, et al.
Published: (2025-03-01)

Modified AlexNet Convolution Neural Network For Covid-19 Detection Using Chest X-ray Images
by: Shadman Q. Salih, et al.
Published: (2020-06-01)

Improving Tuberculosis Detection in Chest X-Ray Images Through Transfer Learning and Deep Learning: Comparative Study of Convolutional Neural Network Architectures
by: Alex Mirugwe, et al.
Published: (2025-07-01)

Peer Review of “Improving Tuberculosis Detection in Chest X-Ray Images Through Transfer Learning and Deep Learning: Comparative Study of Convolutional Neural Network Architectures”
by: Rapeepan Pitakaso
Published: (2025-07-01)

Peer Review of “Improving Tuberculosis Detection in Chest X-Ray Images Through Transfer Learning and Deep Learning: Comparative Study of Convolutional Neural Network Architectures”
by: Natthapong Nanthasamroeng
Published: (2025-07-01)

An X-ray image-based pruned dense convolution neural network for tuberculosis detection
by: Edna Chebet Too, et al.
Published: (2024-01-01)

Authors’ Response to Peer Reviews of “Improving Tuberculosis Detection in Chest X-Ray Images Through Transfer Learning and Deep Learning: Comparative Study of Convolutional Neural Network Architectures”
by: Alex Mirugwe, et al.
Published: (2025-07-01)

Deep Learning-Based Object Detection Strategies for Disease Detection and Localization in Chest X-Ray Images
by: Yi-Ching Cheng, et al.
Published: (2024-11-01)

Interpretable Deep Learning for Pneumonia Detection Using Chest X-Ray Images
by: Jovito Colin, et al.
Published: (2025-01-01)

CXR-Seg: A Novel Deep Learning Network for Lung Segmentation from Chest X-Ray Images
by: Sadia Din, et al.
Published: (2025-02-01)

Gradual poisoning of a chest x-ray convolutional neural network with an adversarial attack and AI explainability methods
by: Stephen B. Lee
Published: (2025-07-01)

Diagnosing COVID-19 Infection in Chest X-Ray Images Using Neural Network
by: Salim M. Zaki, et al.
Published: (2022-12-01)

Algoritma Deep Learning untuk Pengklasifikasian Penyakit Radang Paru-Paru pada Citra Chest X-Ray dengan Convolutional Neural Network
by: Putri Rahma Dewi, et al.
Published: (2023-03-01)

Enhanced COVID-19 Detection from X-ray Images with Convolutional Neural Network and Transfer Learning
by: Qanita Bani Baker, et al.
Published: (2024-10-01)

Diagnosis of COVID-19 from Chest X-Ray Images Using Wavelets-Based Depthwise Convolution Network
by: Krishna Kant Singh, et al.
Published: (2021-06-01)

Semantic Lung Segmentation from Chest X-ray Images Using Seg-Net Deep CNN Model
by: Dathar Abas Hasan, et al.
Published: (2023-10-01)

Enhanced Pneumonia Detection from Chest X-rays Using Machine Learning and Deep Neural Architectures
by: Kamal Upreti, et al.
Published: (2023-06-01)

Bibliometric analysis of deep learning in chest X-ray imaging research
by: Xia-Xuan HUANG, et al.
Published: (2023-04-01)

Transfer Learning to Detect COVID-19 Automatically from X-Ray Images Using Convolutional Neural Networks
by: Mundher Mohammed Taresh, et al.
Published: (2021-01-01)

RADAI: A Deep Learning-Based Classification of Lung Abnormalities in Chest X-Rays
by: Hanan Aljuaid, et al.
Published: (2025-07-01)

A New Quantum Circuits of Quantum Convolutional Neural Network for X-Ray Images Classification
by: Mohammed Yousif, et al.
Published: (2024-01-01)

A Proficient Convolutional Neural Network for Classification of Bone Age from X-Ray Images
by: Sajid Faysal Fahim, et al.
Published: (2025-05-01)

Uncertainty Estimation in Cardio Landmark Detection and Heart Disease Diagnosis on Chest X-Ray Images
by: Dmitry Lvov, et al.
Published: (2025-01-01)

ChestXFusionNet: A Multimodal Deep Learning Framework for Predicting Chest Diseases from X-ray Images and Clinical Data
by: Shimbre Nivedita, et al.
Published: (2025-01-01)

Approach for enhancing the accuracy of semantic segmentation of chest X-ray images by edge detection and deep learning integration
by: Lesia Mochurad
Published: (2025-04-01)

Progressive multi-scale attention neural network for pneumonia classification in chest X-rays
by: Mohammad Reza Mahdiani
Published: (2025-01-01)

Diagnosis of pneumonia from chest X-ray images using YOLO deep learning
by: Yanchun Xie, et al.
Published: (2025-04-01)

Artificial intelligence for chest X-ray image enhancement
by: Liming Song, et al.
Published: (2025-02-01)

A Deep Learning Enabled Chest X-Ray Abnormality Detection Model for Radiology Assistance.
by: Ssempeebwa, Phillip, et al.
Published: (2024)

Reliable Tuberculosis Detection Using Chest X-Ray With Deep Learning, Segmentation and Visualization
by: Tawsifur Rahman, et al.
Published: (2020-01-01)

Pneumothorax detection and segmentation from chest X-ray radiographs using a patch-based fully convolutional encoder-decoder network
by: Jakov Ivan S. Dumbrique, et al.
Published: (2024-12-01)

Efficiency in the classification of chest X-ray images through generative parallelization of the Neural Architecture Search
by: Felix Mejía Cajicá, et al.
Published: (2025-05-01)

Robust lung segmentation in Chest X-ray images using modified U-Net with deeper network and residual blocks
by: Wiley Tam, et al.
Published: (2025-01-01)

Enhanced Multi-Model Deep Learning for Rapid and Precise Diagnosis of Pulmonary Diseases Using Chest X-Ray Imaging
by: Rahul Kumar, et al.
Published: (2025-01-01)

Explainable hybrid transformer for multi-classification of lung disease using chest X-rays
by: Xiaoyang Fu, et al.
Published: (2025-02-01)