Deep Learning Models for Medical Imaging

By: Santosh, Das, Ghosh

Write A Review

Paperback | 8 September 2021 | Edition Number 1

At a Glance

Paperback
170 Pages

Dimensions(cm)
23.5 x 19.5 x 0.5

Paperback

RRP $196.95

$179.75

or 4 interest-free payments of $44.94 with

Ships in 5 to 7 business days

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.

Provides a step-by-step approach to develop deep learning models
Presents case studies showing end-to-end implementation (source codes: available upon request)

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.