Pneumonia

Pneumonia

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

1,446 articles

Pulmonology Subcategories: Asthma COPD Cystic Fibrosis Pneumonia Tuberculosis

Showing 1387-1407 of 1,446 articles

Prior-Attention Residual Learning for More Discriminative COVID-19 Screening in CT Images.

We propose a conceptually simple framework for fast COVID-19 screening in 3D chest CT images. The fr...

Aug 2020 32730210

Accurate Screening of COVID-19 Using Attention-Based Deep 3D Multiple Instance Learning.

Automated Screening of COVID-19 from chest CT is of emergency and importance during the outbreak of ...

Aug 2020 32730211

A Noise-Robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions From CT Images.

Segmentation of pneumonia lesions from CT scans of COVID-19 patients is important for accurate diagn...

Aug 2020 32730215

Multi-View Ensemble Convolutional Neural Network to Improve Classification of Pneumonia in Low Contrast Chest X-Ray Images.

Pneumonia is one of the leading causes of childhood mortality worldwide. Chest x-ray (CXR) can aid t...

Jul 2020 33018211

Dense-Unet: a light model for lung fields segmentation in Chest X-Ray images.

Automatic and accurate lung segmentation in chest X-ray (CXR) images is fundamental for computer-aid...

Jul 2020 33018212

Classifying Pneumonia among Chest X-Rays Using Transfer Learning.

Chest radiography has become the modality of choice for diagnosing pneumonia. However, analyzing che...

Jul 2020 33018440

An Efficient Method to Predict Pneumonia from Chest X-Rays Using Deep Learning Approach.

Pneumonia is a severe health problem causing millions of deaths every year. The aim of this study wa...

Jun 2020 32604701

Comparative outcomes of robot-assisted minimally invasive versus open esophagectomy in patients with esophageal squamous cell carcinoma: a propensity score-weighted analysis.

Robots are increasingly used in minimally invasive surgery. We evaluated the clinical benefits of ro...

May 2020 31665266

Time series computational prediction of vaccines for influenza A H3N2 with recurrent neural networks.

Influenza viruses are persistently threatening public health, causing annual epidemics and sporadic ...

Feb 2020 32336247

Text mining meets community curation: a newly designed curation platform to improve author experience and participation at WormBase.

Biological knowledgebases rely on expert biocuration of the research literature to maintain up-to-da...

Jan 2020 32185395

Putting the world back to work: An expert system using big data and artificial intelligence in combating the spread of COVID-19 and similar contagious diseases.

BACKGROUND: To combat COVID-19, curb the pandemic, and manage containment, governments around the wo...

Jan 2020 33164971

Deep Learning Method for Automated Classification of Anteroposterior and Posteroanterior Chest Radiographs.

Ensuring correct radiograph view labeling is important for machine learning algorithm development an...

Dec 2019 30972585

Lung Segmentation on HRCT and Volumetric CT for Diffuse Interstitial Lung Disease Using Deep Convolutional Neural Networks.

A robust lung segmentation method using a deep convolutional neural network (CNN) was developed and ...

Dec 2019 31396776

Generalizable Inter-Institutional Classification of Abnormal Chest Radiographs Using Efficient Convolutional Neural Networks.

Our objective is to evaluate the effectiveness of efficient convolutional neural networks (CNNs) for...

Oct 2019 30838482

Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs.

Respiratory diseases account for a significant proportion of deaths and disabilities across the worl...

Jul 2019 31946676

Attention-Guided Convolutional Neural Network for Detecting Pneumonia on Chest X-Rays.

Pneumonia is a common infectious disease in the world. Its main diagnostic method is chest X-ray (CX...

Jul 2019 31946947

Safety and Immunogenicity of Two Doses of a Quadrivalent Meningococcal Polysaccharide Diphtheria Toxoid Conjugate Vaccine in Indian and Russian Children Aged 9 to 17 Months.

OBJECTIVE: Evaluation of tolerability, safety and immunogenicity of a two-dose series of a quadrival...

Dec 2018 30745476

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