Meta Learning with Medical Imaging and Health Informatics Applications

Meta-Learning, or learning to learn, has become increasingly popular in recent years. Instead of building AI systems...
$490.75 AUD
$490.75 AUD
SKU: 9780323998512
Product Type: Books
Please hurry! Only 183 left in stock
Author: Hien Van Nguyen
Format: Paperback
Language: English
Subtotal: $490.75
10 customers are viewing this product
Meta Learning with Medical Imaging and Health Informatics Applications by Nguyen, Hien Van

Meta Learning with Medical Imaging and Health Informatics Applications

$490.75

Meta Learning with Medical Imaging and Health Informatics Applications

$490.75
Author: Hien Van Nguyen
Format: Paperback
Language: English
Meta-Learning, or learning to learn, has become increasingly popular in recent years. Instead of building AI systems from scratch for each machine learning task, Meta-Learning constructs computational mechanisms to systematically and efficiently adapt to new tasks. The meta-learning paradigm has great potential to address deep neural networks' fundamental challenges such as intensive data requirement, computationally expensive training, and limited capacity for transfer among tasks.

This book provides a concise summary of Meta-Learning theories and their diverse applications in medical imaging and health informatics. It covers the unifying theory of meta-learning and its popular variants such as model-agnostic learning, memory augmentation, prototypical networks, and learning to optimize. The book brings together thought leaders from both machine learning and health informatics fields to discuss the current state of Meta-Learning, its relevance to medical imaging and health informatics, and future directions.

Author: Hien Van Nguyen
Publisher: Academic Press
Published: 09/30/2022
Pages: 430
Binding Type: Paperback
Weight: 1.62lbs
Size: 9.25h x 7.50w x 0.87d
ISBN: 9780323998512

This title is not returnable

Returns Policy

You may return most new, unopened items within 30 days of delivery for a full refund. We'll also pay the return shipping costs if the return is a result of our error (you received an incorrect or defective item, etc.).

You should expect to receive your refund within four weeks of giving your package to the return shipper, however, in many cases you will receive a refund more quickly. This time period includes the transit time for us to receive your return from the shipper (5 to 10 business days), the time it takes us to process your return once we receive it (3 to 5 business days), and the time it takes your bank to process our refund request (5 to 10 business days).

If you need to return an item, simply login to your account, view the order using the "Complete Orders" link under the My Account menu and click the Return Item(s) button. We'll notify you via e-mail of your refund once we've received and processed the returned item.

Shipping

We can ship to virtually any address in the world. Note that there are restrictions on some products, and some products cannot be shipped to international destinations.

When you place an order, we will estimate shipping and delivery dates for you based on the availability of your items and the shipping options you choose. Depending on the shipping provider you choose, shipping date estimates may appear on the shipping quotes page.

Please also note that the shipping rates for many items we sell are weight-based. The weight of any such item can be found on its detail page. To reflect the policies of the shipping companies we use, all weights will be rounded up to the next full pound.

Related Products

Recently Viewed Products