Article

COPD: Pneumonia and Pneumothorax Detection in Chest X-rays: Vision Transfer based on Deep Learning

2025-04-17

Abstract excerpt

<title>Abstract</title> <p>Recently, there has been a growing interest in the application of deep learning for the automated analysis of chest X-rays (CXRs) especially for the detection of pneumothorax. Conventional deep learning models such as convolutional neural networks (CNNs) have shown to perform well in CXR classification. However, CNN-based methods are limited by the local dependence of the feature extrac...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 9500dc2f-656e-56ff-b957-cb25f2a5d754
DOI: 10.21203/rs.3.rs-6196034/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

COPD: Pneumonia and Pneumothorax Detection in Chest X-rays: Vision Transfer based on Deep LearningDOI 10.21203/rs.3.rs-6196034/v1Read

An Advanced Infrared-Based Thoracic Disease Detection Framework Using Vision Transformer-Enabled Extended Convolutional Neural NetworksSemantic proximity Read

Explainable Hybrid ConvNeXt–Vision Transformer Model for Pneumonia Detection from Chest X-ray ImagesSemantic proximity Read

A Multi-Task Vision Transformer Framework for Explainable Pneumonia Detection and Localization from Chest X-Ray ImagesSemantic proximity Read

A Novel Deep Convolutional Network Based on Transfer Learning for lung Image Disease DiagnosisSemantic proximity Read

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural networkSemantic proximity Read

Deep-learning convolutional neural networks with transfer learning accurately classify COVID19 lung infection on portable chest radiographsSemantic proximity Read

System for Quantitative Diagnosis of COVID-19-Associated Pneumonia Based on Superpixels With Deep Learning and Chest CTSemantic proximity Read

Transformative Approach for Prediction of Lung Disease Using Lung X-ray ImagesSemantic proximity Read

Optimizing Pneumonia Identification in Chest X-rays: ResNet-18 and the Role of Diverse Activation FunctionsSemantic proximity Read

COVID-19 detection and disease progression visualization: Deep learning on chest X-rays for classification and coarse localizationSemantic proximity Read

Comparative Analysis of Deep Learning Architectures for Multi-Disease Classification of Chest X-raysSemantic proximity Read

Explainability-Driven Tuberculosis Detection: GAN-Augmented CNN–Swin Transformer Hybrid Framework with Signal Processing InsightsSemantic proximity Read