AIMC Topic: Lung

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Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-Ray Images.

IEEE journal of biomedical and health informatics May 11, 2021
Coronavirus disease 2019 (COVID-19) is one of the most destructive pandemic after millennium, forcing the world to tackle a health crisis. Automated lung infections classification using chest X-ray (CXR) images could strengthen diagnostic capability ...
Lung Deep Learning Radiographic Image Interpretation, Computer-Assisted Radiography, Thoracic Humans COVID-19 SARS-CoV-2
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Radiologists versus Deep Convolutional Neural Networks: A Comparative Study for Diagnosing COVID-19.

Computational and mathematical methods in medicine May 10, 2021
The reverse transcriptase polymerase chain reaction (RT-PCR) is still the routinely used test for the diagnosis of SARS-CoV-2 (COVID-19). However, according to several reports, RT-PCR showed a low sensitivity and multiple tests may be required to rul...
Expert Testimony Tomography, X-Ray Computed SARS-CoV-2 Diagnostic Errors Pandemics Radiologists COVID-19 Lung Humans COVID-19 Testing Databases, Factual Diagnosis, Computer-Assisted Neural Networks, Computer Mathematical Concepts Deep Learning
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Deep learning-based segmentation of the lung in MR-images acquired by a stack-of-spirals trajectory at ultra-short echo-times.

BMC medical imaging May 8, 2021
BACKGROUND: Functional lung MRI techniques are usually associated with time-consuming post-processing, where manual lung segmentation represents the most cumbersome part. The aim of this study was to investigate whether deep learning-based segmentati...
Pneumonia Cystic Fibrosis Respiration Deep Learning Lung Neoplasms Magnetic Resonance Imaging Neural Networks, Computer Lung Case-Control Studies Humans
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Thoracic Point-of-Care Ultrasound: A SARS-CoV-2 Data Repository for Future Artificial Intelligence and Machine Learning.

Surgical innovation May 7, 2021
Current experience suggests that artificial intelligence (AI) and machine learning (ML) may be useful in the management of hospitalized patients, including those with COVID-19. In light of the challenges faced with diagnostic and prognostic indicator...
Lung Ultrasonography Biomedical Engineering Male Point-of-Care Systems Middle Aged SARS-CoV-2 Humans Aged Aged, 80 and over COVID-19 Female Artificial Intelligence Machine Learning
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Automated Diagnosis of COVID-19 Using Deep Features and Parameter Free BAT Optimization.

IEEE journal of translational engineering in health and medicine May 3, 2021
Accurate and fast diagnosis of COVID-19 is very important to manage the medical conditions of affected persons. The task is challenging owing to shortage and ineffectiveness of clinical testing kits. However, the existing problems can be improved by...
Male Tomography, X-Ray Computed Female Lung SARS-CoV-2 Deep Learning Image Interpretation, Computer-Assisted Humans COVID-19 Algorithms
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NIA-Network: Towards improving lung CT infection detection for COVID-19 diagnosis.

Artificial intelligence in medicine May 2, 2021
During pandemics (e.g., COVID-19) physicians have to focus on diagnosing and treating patients, which often results in that only a limited amount of labeled CT images is available. Although recent semi-supervised learning algorithms may alleviate the...
COVID-19 Algorithms Tomography, X-Ray Computed Lung Humans COVID-19 Testing Machine Learning
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Deep Convolutional Neural Network-Based Computer-Aided Detection System for COVID-19 Using Multiple Lung Scans: Design and Implementation Study.

Journal of medical Internet research Apr 26, 2021
BACKGROUND: Owing to the COVID-19 pandemic and the imminent collapse of health care systems following the exhaustion of financial, hospital, and medicinal resources, the World Health Organization changed the alert level of the COVID-19 pandemic from ...
Humans Pandemics COVID-19 Diagnosis, Computer-Assisted Deep Learning Datasets as Topic Tomography, X-Ray Computed SARS-CoV-2 Lung Early Diagnosis
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Prediction of COVID-19 with Computed Tomography Images using Hybrid Learning Techniques.

Disease markers Apr 22, 2021
Reverse Transcription Polymerase Chain Reaction (RT-PCR) used for diagnosing COVID-19 has been found to give low detection rate during early stages of infection. Radiological analysis of CT images has given higher prediction rate when compared to RT-...
Lung Case-Control Studies Models, Statistical Decision Trees Pneumonia Bayes Theorem COVID-19 Tomography, X-Ray Computed Sensitivity and Specificity Humans Machine Learning Community-Acquired Infections
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Crowdsourcing airway annotations in chest computed tomography images.

PloS one Apr 22, 2021
Measuring airways in chest computed tomography (CT) scans is important for characterizing diseases such as cystic fibrosis, yet very time-consuming to perform manually. Machine learning algorithms offer an alternative, but need large sets of annotate...
Algorithms Radiography, Thoracic Humans Tomography, X-Ray Computed Crowdsourcing Machine Learning Lung
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Deep learning in structural and functional lung image analysis.

The British journal of radiology Apr 20, 2021
The recent resurgence of deep learning (DL) has dramatically influenced the medical imaging field. Medical image analysis applications have been at the forefront of DL research efforts applied to multiple diseases and organs, including those of the l...
Image Processing, Computer-Assisted Workflow Thorax Humans Lung Deep Learning
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