Pulmonology

Pneumonia

Latest AI and machine learning research in pneumonia for healthcare professionals.

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Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese.

Deep learning, in recent times, has made remarkable strides when it comes to impressive performance ...

Oct 2022 36315483
CX-DaGAN: Domain Adaptation for Pneumonia Diagnosis on a Small Chest X-Ray Dataset.

Recent advances in deep learning led to several algorithms for the accurate diagnosis of pneumonia f...

Oct 2022 35687646
A CNN-transformer fusion network for COVID-19 CXR image classification.

The global health crisis due to the fast spread of coronavirus disease (Covid-19) has caused great d...

Oct 2022 36301907
The effect of Gaussian noise on pneumonia detection on chest radiographs, using convolutional neural networks.

INTRODUCTION: Chest X-rays (CXR) with under-exposure increase image noise and this may affect convol...

Oct 2022 36274315
Automatic deep learning-based consolidation/collapse classification in lung ultrasound images for COVID-19 induced pneumonia.

Our automated deep learning-based approach identifies consolidation/collapse in LUS images to aid in...

Oct 2022 36266463
Classification and Detection of COVID-19 and Other Chest-Related Diseases Using Transfer Learning.

COVID-19 has infected millions of people worldwide over the past few years. The main technique used ...

Oct 2022 36298328
Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review.

There has been an explosive growth in research over the last decade exploring machine learning techn...

Oct 2022 36241922
Financial Data Mining Model Based on K-Truss Community Query Model and Artificial Intelligence.

With the continuous development of Internet technology and related industries, emerging technologies...

Oct 2022 36268145
RadioBERT: A deep learning-based system for medical report generation from chest X-ray images using contextual embeddings.

BACKGROUND: Increasing number of chest X-ray (CXR) examinations in radiodiagnosis departments burden...

Oct 2022 36229001
Automated Diagnosis of COVID-19 Using Deep Supervised Autoencoder With Multi-View Features From CT Images.

Accurate and rapid diagnosis of coronavirus disease 2019 (COVID-19) from chest CT scans is of great ...

Oct 2022 34351863
A Dynamic Prediction Neural Network Model of Cross-Border e-Commerce Sales for Virtual Community Knowledge Sharing.

In this paper, a neural network algorithm is used to conduct in-depth research and analysis on the s...

Oct 2022 36262614
Active deep learning from a noisy teacher for semi-supervised 3D image segmentation: Application to COVID-19 pneumonia infection in CT.

Supervised deep learning has become a standard approach to solving medical image segmentation tasks....

Oct 2022 36257092
Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement.

In response to the COVID-19 global pandemic, recent research has proposed creating deep learning bas...

Oct 2022 36201483
Explanatory classification of CXR images into COVID-19, Pneumonia and Tuberculosis using deep learning and XAI.

Chest X-ray (CXR) images are considered useful to monitor and investigate a variety of pulmonary dis...

Oct 2022 36228463
Early Diagnosis of Tuberculosis Using Deep Learning Approach for IOT Based Healthcare Applications.

In the modern world, Tuberculosis (TB) is regarded as a serious health issue with a high rate of mor...

Sep 2022 36211018
NeSiFC: Neighbors' Similarity-Based Fuzzy Community Detection Using Modified Local Random Walk.

This article proposes a neighbors' similarity-based fuzzy community detection (FCD) method, which we...

Sep 2022 34166209
Application of Neural Network with Autocorrelation in Long-Term Forecasting of Systemic Financial Risk.

Carrying out early warning of systemic financial risk is a prerequisite for timely adjustment of mon...

Sep 2022 36156951
Automatic Detection of Cases of COVID-19 Pneumonia from Chest X-ray Images and Deep Learning Approaches.

Machine learning has already been used as a resource for disease detection and health care as a comp...

Sep 2022 36188684
COVID-19 diagnosis via chest X-ray image classification based on multiscale class residual attention.

Aiming at detecting COVID-19 effectively, a multiscale class residual attention (MCRA) network is pr...

Sep 2022 36081225
CheXGAT: A disease correlation-aware network for thorax disease diagnosis from chest X-ray images.

Chest X-ray (CXR) imaging is one of the most common diagnostic imaging techniques in clinical diagno...

Aug 2022 36207088
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