Deep Learning Models for Medical Imaging by Santosh, Kc

Deep Learning Models for Medical Imaging (Paperback) (ISBN-13: 9780128235041)

Vendor: Kc Santosh
Product type: Books
Format: Paperback
$100.00
$100.00
$100.00
Subtotal: $100.00
Deep Learning Models for Medical Imaging by Santosh, Kc

Deep Learning Models for Medical Imaging

$100.00
Deep Learning Models for Medical Imaging by Santosh, Kc

Deep Learning Models for Medical Imaging

$100.00
Format: Paperback
Description
Description
x
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 optimization solutions), in addition to the use of data augmentation and ensemble networks. DL models for medical imaging are suitable for a wide range of readers starting from early career research scholars, professors/scientists to industrialists.

Author: Kc Santosh, Nibaran Das, Swarnendu Ghosh
ISBN-10: 0128235047
ISBN-13: 9780128235041
Publisher: Academic Press
Language: English
Published: 09/08/2021
Pages: 170
Format: Paperback
Weight: 0.67lbs
Size: 9.25h x 7.50w x 0.37d

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