Convolutional neural network-based analysis of pediatric chest X-ray images for pneumonia detection

Convolutional neural network-based analysis of pediatric chest X-ray images for pneumonia detection

Detection of pneumonia is generally done using chest X-ray images, traditionally assessed manually by radiologists. However, this method has limitations, including the potential for human error, variability in interpretation, and a shortage of skilled professionals, particularly in resource-limited...

Full description

Bibliographic Details
Main Authors:	Ma, Y, Gonzales, RA
Format:	Journal article
Language:	English
Published:	Journal of Emerging Investigators, Inc 2024

Similar Items

Pneumonia Detection on Chest X-ray Images Using Ensemble of Deep Convolutional Neural Networks
by: Alhassan Mabrouk, et al.
Published: (2022-06-01)

A Convolutional Neural Network ensemble model for Pneumonia Detection using chest X-ray images
by: Harsh Bhatt, et al.
Published: (2023-11-01)

Explanation of the Convolutional Neural Network Classifying Chest X-Ray Images Supporting Pneumonia Diagnosis
by: Hai Nguyen, et al.
Published: (2020-09-01)

Fusion of Deep Convolutional Neural Network with PCA and Logistic Regression for diagnosis of pediatric pneumonia on chest X-Rays
by: Nahida Habib, et al.
Published: (2020-09-01)

Analysis of Separability of COVID-19 and Pneumonia in Chest X-ray Images by Means of Convolutional Neural Networks
by: Joaquim de Moura, et al.
Published: (2020-08-01)

Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection Using Chest X-ray
by: Tawsifur Rahman, et al.
Published: (2020-05-01)

Lightweight convolutional neural network for chest X-ray images classification
by: Chih-Ta Yen, et al.
Published: (2024-11-01)

Optimizing Convolutional Neural Network Architectures with Optimal Activation Functions for Pediatric Pneumonia Diagnosis Using Chest X-Rays
by: Petra Radočaj, et al.
Published: (2025-01-01)

A Review on Detection of Pneumonia in Chest X-ray Images Using Neural Networks
by: Daniel Joseph Alapat, et al.
Published: (2022-12-01)

Convolutional neural networks and deep learning for the detection of pneumonia in X-RAY images.
by: Robinson Joel, et al.
Published: (2024-09-01)

Detecting Pneumonia Using Convolutions and Dynamic Capsule Routing for Chest X-ray Images
by: Ansh Mittal, et al.
Published: (2020-02-01)

The Use of Convolution Neural Networks to Classify Viral Pneumonia and COVID-19 by Using Chest X-ray Images
by: Mayssam Alwan Hasson, et al.
Published: (2024-01-01)

Classification of Tuberculosis and Pneumonia in Human Lung Based on Chest X-Ray Image using Convolutional Neural Network
by: Muhaza Liebenlito, et al.
Published: (2020-03-01)

Predicting the Severity of COVID-19 Pneumonia from Chest X-Ray Images: A Convolutional Neural Network Approach
by: Thien B. Nguyen-Tat, et al.
Published: (2024-11-01)

Automated grading of chest x-ray images for viral pneumonia with convolutional neural networks ensemble and region of interest localization.
by: Asad Khan, et al.
Published: (2023-01-01)

Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs
by: Sivaramakrishnan Rajaraman, et al.
Published: (2018-09-01)

Tuberculosis Detection From Chest X-Ray Image Modalities Based on Transformer and Convolutional Neural Network
by: Evans Kotei, et al.
Published: (2024-01-01)

Fine-Tuning Convolutional Neural Networks for COVID-19 Detection from Chest X-ray Images
by: Wentao Zhao, et al.
Published: (2021-10-01)

Automated detection of COVID-19 through convolutional neural network using chest x-ray images.
by: Rubina Sarki, et al.
Published: (2022-01-01)

Convolution Neural Network With Coordinate Attention for the Automatic Detection of Pulmonary Tuberculosis Images on Chest X-Rays
by: Tianhao Xu, et al.
Published: (2022-01-01)

Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks
by: Natheer Khasawneh, et al.
Published: (2021-09-01)

Automated detection of COVID-19 through convolutional neural network using chest x-ray images
by: Rubina Sarki, et al.
Published: (2022-01-01)

Pneumonia detection with QCSA network on chest X-ray
by: Sukhendra Singh, et al.
Published: (2023-06-01)

Ensemble of Convolutional Neural Networks for COVID-19 Localization on Chest X-ray Images
by: Karem D. Marcomini
Published: (2024-08-01)

Classification of Chest X-ray Images using Convolutional Neural Nework
by: P Allirani, et al.
Published: (2023-01-01)

A Deep Convolutional Neural Network for Pneumonia Detection in X-ray Images with Attention Ensemble
by: Qiuyu An, et al.
Published: (2024-02-01)

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

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)

MobileNet Classifier for Detecting Chest X-Ray Images of COVID-19 based on Convolutional Neural Network
by: ST. Aminah Dinayati Ghani, et al.
Published: (2023-12-01)

Detection of Covid-19 based on convolutional neural networks using pre-processed chest X-ray images
by: Arul Raj A. M., et al.
Published: (2024-03-01)

An Effective Convolutional Neural Network Model for the Early Detection of COVID-19 Using Chest X-ray Images
by: Muhammad Shoaib Farooq, et al.
Published: (2021-11-01)

Evolving Deep Learning Convolutional Neural Networks for Early COVID-19 Detection in Chest X-ray Images
by: Mohammad Khishe, et al.
Published: (2021-04-01)

A machine learning approach on chest X-rays for pediatric pneumonia detection
by: Natali Barakat, et al.
Published: (2023-06-01)

Coronavirus Classification using Deep Convolutional Neural Network, Models. and Chest ,X-ray images
by: Shaymaa Adnan Abdulrahman, et al.
Published: (2023-06-01)

Detecting COVID-19 from Chest X-rays Using Convolutional Neural Network Ensembles
by: Tarik El Lel, et al.
Published: (2023-05-01)

Detection of COVID-19 and Other Pneumonia Cases Using Convolutional Neural Networks and X-ray Images
by: Carlos Eduardo Belman López
Published: (2021-07-01)

Deep Learning Convolutional Neural Network for SARS-CoV-2 Detection Using Chest X-Ray Images
by: Ali Mohammed Saleh Ahmed, et al.
Published: (2023-04-01)

Atelectasis detection in chest X-ray images using convolutional neural networks and transfer learning with anisotropic diffusion filter
by: Aleka Melese Ayalew, et al.
Published: (2024-01-01)

A deep convolution neural network for automated COVID-19 disease detection using chest X-ray images
by: Rajasekaran Thangaraj, et al.
Published: (2023-12-01)

Covid-19 detection from chest x-ray images: comparison of well-established convolutional neural networks models
by: Muhammad Amir As'ari, et al.
Published: (2022-07-01)