AIMC Topic: Lung Diseases

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Liver and Lung Transplant Advances.

JAMA Mar 12, 2019
Humans Machine Learning Prognosis Female Male Severity of Illness Index Delayed Graft Function Cell-Free Nucleic Acids Graft Rejection Lung Diseases Liver Transplantation Lung Transplantation Waiting Lists End Stage Liver Disease
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Deep Learning Applications in Chest Radiography and Computed Tomography: Current State of the Art.

Journal of thoracic imaging Mar 1, 2019
Deep learning is a genre of machine learning that allows computational models to learn representations of data with multiple levels of abstraction using numerous processing layers. A distinctive feature of deep learning, compared with conventional ma...
Humans Tomography, X-Ray Computed Lung Deep Learning Lung Diseases Radiography, Thoracic
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Training and Validating a Deep Convolutional Neural Network for Computer-Aided Detection and Classification of Abnormalities on Frontal Chest Radiographs.

Investigative radiology May 1, 2017
OBJECTIVES: Convolutional neural networks (CNNs) are a subtype of artificial neural network that have shown strong performance in computer vision tasks including image classification. To date, there has been limited application of CNNs to chest radio...
Humans Neural Networks, Computer Retrospective Studies Female Reproducibility of Results Sensitivity and Specificity Male Middle Aged Lung Diagnosis, Computer-Assisted Heart Lung Diseases Heart Diseases Radiography, Thoracic
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Application of semi-supervised deep learning to lung sound analysis.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
The analysis of lung sounds, collected through auscultation, is a fundamental component of pulmonary disease diagnostics for primary care and general patient monitoring for telemedicine. Despite advances in computation and algorithms, the goal of aut...
Humans Neural Networks, Computer Machine Learning Algorithms Databases, Factual Lung Models, Theoretical Lung Diseases Auscultation Respiratory Sounds
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