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Subcategories: Asthma COPD Cystic Fibrosis Pneumonia Tuberculosis

Showing 2752-2772 of 6,554 articles

Pulmonary emphysema quantification at low dose chest CT using Deep Learning image reconstruction.

PURPOSE: Quantitative analysis of emphysema volume is affected by the radiation dose and the CT reco...

May 2022 PMID: 35533559

Review of Artificial Intelligence Techniques in Chronic Obstructive Lung Disease.

BACKGROUND: Artificial Intelligence (AI) has proven to be an invaluable asset in the healthcare doma...

May 2022 PMID: 34914601

Validation of a deep learning computer aided system for CT based lung nodule detection, classification, and growth rate estimation in a routine clinical population.

OBJECTIVE: In this study, we evaluated a commercially available computer assisted diagnosis system (...

May 2022 PMID: 35511758

Prediction and Diagnosis of Respiratory Disease by Combining Convolutional Neural Network and Bi-directional Long Short-Term Memory Methods.

OBJECTIVE: Based on the respiratory disease big data platform in southern Xinjiang, we established a...

May 2022 PMID: 35602136

Auxiliary Diagnosis of Lung Cancer with Magnetic Resonance Imaging Data under Deep Learning.

This study was aimed at two image segmentation methods of three-dimensional (3D) U-shaped network (U...

May 2022 PMID: 35572829

Interpretability and fairness evaluation of deep learning models on MIMIC-IV dataset.

The recent release of large-scale healthcare datasets has greatly propelled the research of data-dri...

May 2022 PMID: 35504931

A novel deep learning prognostic system improves survival predictions for stage III non-small cell lung cancer.

BACKGROUND: Accurate prognostic prediction plays a crucial role in the clinical setting. However, th...

May 2022 PMID: 35491970

Deep Learning Based Joint PET Image Reconstruction and Motion Estimation.

Respiratory motion is one of the main sources of motion artifacts in positron emission tomography (P...

May 2022 PMID: 34928789

Cloud-based neuro-fuzzy hydro-climatic model for water quality assessment under uncertainty and sensitivity.

River water quality is a function of various bio-physicochemical parameters which can be aggregated ...

Apr 2022 PMID: 35488149

Using Occlusion-Based Saliency Maps to Explain an Artificial Intelligence Tool in Lung Cancer Screening: Agreement Between Radiologists, Labels, and Visual Prompts.

Occlusion-based saliency maps (OBSMs) are one of the approaches for interpreting decision-making pro...

Apr 2022 PMID: 35484439

Does imbalance in chest X-ray datasets produce biased deep learning approaches for COVID-19 screening?

BACKGROUND: The health crisis resulting from the global COVID-19 pandemic highlighted more than ever...

Apr 2022 PMID: 35484483

Deep Learning-Based Classification of Reduced Lung Ultrasound Data From COVID-19 Patients.

The application of lung ultrasound (LUS) imaging for the diagnosis of lung diseases has recently cap...

Apr 2022 PMID: 35320098

Improved 3D tumour definition and quantification of uptake in simulated lung tumours using deep learning.

In clinical positron emission tomography (PET) imaging, quantification of radiotracer uptake in tumo...

Apr 2022 PMID: 35395657

Comparison of radiologist versus natural language processing-based image annotations for deep learning system for tuberculosis screening on chest radiographs.

Although natural language processing (NLP) can rapidly extract disease labels from radiology reports...

Apr 2022 PMID: 35483162

Very low-volume interval training improves nonalcoholic fatty liver disease fibrosis score and cardiometabolic health in adults with obesity and metabolic syndrome.

Non-alcoholic fatty liver disease (NAFLD) and cardiometabolic disorders are highly prevalent in obes...

Apr 2022 PMID: 35485357

Browse Categories

Pulmonary emphysema quantification at low dose chest CT using Deep Learning image reconstruction.

Review of Artificial Intelligence Techniques in Chronic Obstructive Lung Disease.

Validation of a deep learning computer aided system for CT based lung nodule detection, classification, and growth rate estimation in a routine clinical population.

Prediction and Diagnosis of Respiratory Disease by Combining Convolutional Neural Network and Bi-directional Long Short-Term Memory Methods.

Auxiliary Diagnosis of Lung Cancer with Magnetic Resonance Imaging Data under Deep Learning.

Interpretability and fairness evaluation of deep learning models on MIMIC-IV dataset.

A novel deep learning prognostic system improves survival predictions for stage III non-small cell lung cancer.

Deep Learning Based Joint PET Image Reconstruction and Motion Estimation.

Cloud-based neuro-fuzzy hydro-climatic model for water quality assessment under uncertainty and sensitivity.

Using Occlusion-Based Saliency Maps to Explain an Artificial Intelligence Tool in Lung Cancer Screening: Agreement Between Radiologists, Labels, and Visual Prompts.

Does imbalance in chest X-ray datasets produce biased deep learning approaches for COVID-19 screening?

Deep Learning-Based Classification of Reduced Lung Ultrasound Data From COVID-19 Patients.

Improved 3D tumour definition and quantification of uptake in simulated lung tumours using deep learning.

Comparison of radiologist versus natural language processing-based image annotations for deep learning system for tuberculosis screening on chest radiographs.

Very low-volume interval training improves nonalcoholic fatty liver disease fibrosis score and cardiometabolic health in adults with obesity and metabolic syndrome.

Study on transfer learning capabilities for pneumonia classification in chest-x-rays images.

Environmental and clinical data utility in pediatric asthma exacerbation risk prediction models.

Deep learning for spirometry quality assurance with spirometric indices and curves.

MS-ResNet: disease-specific survival prediction using longitudinal CT images and clinical data.

Automated estimation of total lung volume using chest radiographs and deep learning.

A Principal Neighborhood Aggregation-Based Graph Convolutional Network for Pneumonia Detection.

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