AIMC Topic: Thoracic Diseases

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Artificial Intelligence Pertaining to Cardiothoracic Imaging and Patient Care: Beyond Image Interpretation.

Journal of thoracic imaging May 1, 2020
Artificial intelligence (AI) is a broad field of computational science that includes many subsets. Today the most widely used subset in medical imaging is machine learning (ML). Many articles have focused on the use of ML for pattern recognition to d...
Humans Artificial Intelligence Diagnostic Imaging Patient Care Heart Diseases Image Interpretation, Computer-Assisted Thoracic Diseases
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Machine Learning and Deep Neural Networks in Thoracic and Cardiovascular Imaging.

Journal of thoracic imaging May 1, 2019
Advances in technology have always had the potential and opportunity to shape the practice of medicine, and in no medical specialty has technology been more rapidly embraced and adopted than radiology. Machine learning and deep neural networks promis...
Humans Neural Networks, Computer Machine Learning Cardiovascular Diseases Image Processing, Computer-Assisted Diagnostic Imaging Thorax Cardiovascular System Thoracic Diseases
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Thorax disease diagnosis using deep convolutional neural network.

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
Computer aided diagnosis (CAD) is an important issue, which can significantly improve the efficiency of doctors. In this paper, we propose a deep convolutional neural network (CNN) based method for thorax disease diagnosis. We firstly align the image...
Humans Neural Networks, Computer Thoracic Diseases
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