Article

ACRnet: Adaptive Cross-transfer Residual neural network for chest X-ray images discrimination

2021-11-02

Abstract excerpt

<h4>Background: </h4> Cardiothoracic diseases are a serious threat to human health and chest X-ray images have great reference value for the diagnosis and treatment. However, it is difficult for professional doctors to accurately diagnose cardiothoracic diseases through chest X-ray images sometimes and there will be different understanding based on human subjective differences, which will affect the judgment and t...

Topics

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

Identifiers and source

Literature Corpus work: 74aea3c3-246c-59d8-abe9-9461d4d5892e
DOI: 10.21203/rs.3.rs-1015912/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

ACRnet: Adaptive Cross-transfer Residual neural network for chest X-ray images discriminationDOI 10.21203/rs.3.rs-1015912/v1Read

Resoluteneuronet: Deep Learning-based Segmentation and Classification Covid-19 Using Chest X-ray ImagesSemantic proximity Read

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

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

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

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

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

Detection of Covid-19 Cases Using Gan (Generative Adversarial Network)Semantic proximity Read

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

EMS-Resnet-DA Model With Perception Attention Mechanism for Effective Tissue Classification in Emphysema DiagnosisSemantic proximity Read

Data Augmentation using Generative Adversarial Network with Enhanced Deep Convolutional Neural Network for Pneumonia Chest X-ray ImagesSemantic proximity Read

Segmentation of Pulmonary Nodules Using SegNet and Adversarial NetworksSemantic proximity Read

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