Téléchargez le livre : Deep Learners and Deep Learner Descriptors for Medical Applications

Deep Learners and Deep Learner Descriptors for Medical Applications

de

Paru le : 2020-05-15

This book introduces readers to the current trends in using deep learners and deep learner descriptors for medical applications. It reviews the recent literature and presents a variety of medical image and sound applications to illustrate the five major ways deep learners can be utilized: 1) by trai...
Voir tout
Ce livre est accessible aux handicaps Voir les informations d'accessibilité
Ebook téléchargement , DRM LCP 🛈 DRM Adobe 🛈
Compatible lecture en ligne (streaming)
94,94 €
Ajouter à ma liste d'envies
Téléchargement immédiat
Dès validation de votre commande
Image Louise Reader présentation

Louise Reader

Lisez ce titre sur l'application Louise Reader.

badge apple Application Louise Reader
badge Android Application Louise Reader

Description du livre


This book introduces readers to the current trends in using deep learners and deep learner descriptors for medical applications. It reviews the recent literature and presents a variety of medical image and sound applications to illustrate the five major ways deep learners can be utilized: 1) by training a deep learner from scratch (chapters provide tips for handling imbalances and other problems with the medical data); 2) by implementing transfer learning from a pre-trained deep learner and extracting deep features for different CNN layers that can be fed into simpler classifiers, such as the support vector machine; 3) by fine-tuning one or more pre-trained deep learners on an unrelated dataset so that they are able to identify novel medical datasets; 4) by fusing different deep learner architectures; and 5) by combining the above methods to generate a variety of more elaborate ensembles. This book is a value resource for anyone involved in engineering deep learners for medical applications as well as to those interested in learning more about the current techniques in this exciting field. A number of chapters provide source code that can be used to investigate topics further or to kick-start new projects. 

À propos

Auteur
Collectif
Éditeur
Springer
Collection
Intelligent Systems Reference Library
Parution
2020-05-15
Pages
284 pages
EAN papier
9783030427481

Caractéristiques détaillées - droits

EAN PDF
9783030427504
Prix
94,94 €
Nombre pages copiables
2
Nombre pages imprimables
28
Taille du fichier
8131 Ko
Ce livre est accessible aux handicaps informations d'accessibilité
EAN EPUB
9783030427504
Prix
94,94 €
Nombre pages copiables
2
Nombre pages imprimables
28
Taille du fichier
44360 Ko
Ce livre est accessible aux handicaps informations d'accessibilité

Suggestions personnalisées