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Application on Reinforcement Learning for Diagnosis Based on Medical Image InTech
Stelmo Magalhaes Barros Netto; Vanessa Rodrigues Coelho Leite; Aristofanes Correa Silva; Anselmo Cardoso de Paiva; Areolino de Almeida Neto.
This work presents an overview of current work applying reinforcement learning in medical image applications, presenting a detailed illustration of a particular use for lung nodules classification. The addressed application of reinforcement learning to solve the problem of lung nodules classification used the 3D geometric nodules characteristics to guide the classification. Even though the results are preliminary we may see that the obtained results are very encouraging, demonstrating that the reinforcement learning classifier using characteristics of the nodules’ geometry can effectively classify benign from malignant lung nodules based on CT images. On the other side, we may observe that this is a machine learning that is not commonly applied to medical...
Tipo: 20 Palavras-chave: Reinforcement Learning.
Ano: 2008 URL: http://www.intechopen.com/articles/show/title/application_on_reinforcement_learning_for_diagnosis_based_on_medical_image
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