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Application of Artificial Intelligence in Early Detection of Lung Cancer (Paperback)
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Application of Artificial Intelligence in Early Detection of Lung Cancer (Paperback)
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Application of Artificial Intelligence in Early Detection of Lung
Cancer presents the most up-to-date computer-aided diagnosis
techniques used to effectively predict and diagnose lung cancer.
The presence of pulmonary nodules on lung parenchyma is often
considered an early sign of lung cancer, thus using machine and
deep learning technologies to identify them is key to improve
patients’ outcome and decrease the lethal rate of such disease.
The book discusses topics such as basics of lung cancer imaging,
pattern recognition techniques, deep learning, and nodule detection
and localization. In addition, the book discusses risk prediction
based on radiological analysis and 3D modeling. This is a valuable
resource for cancer researchers, oncologists, graduate students,
radiologists, and members of biomedical field who are interested in
the potential of AI technologies in the diagnosis of lung cancer.
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