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Deep Learning Models for Medical Imaging

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Deep Learning Models for Medical Imaging - Santosh, KC, and Das, Nibaran, and Ghosh, Swarnendu
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Deep Learning Models for Medical Imaging explains the concepts of Deep Learning (DL) and its importance in medical imaging and/or healthcare using two different case studies: a) cytology image analysis and b) coronavirus (COVID-19) prediction, screening, and decision-making, using publicly available datasets in their respective experiments. Of many DL models, custom Convolutional Neural Network (CNN), ResNet, InceptionNet and DenseNet are used. The results follow 'with' and 'without' transfer learning (including different ...

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Deep Learning Models for Medical Imaging 2021, Academic Press Inc, San Diego

ISBN-13: 9780128235041

Paperback