Convolutional Neural Networks for Medical Applications

ISBN: 9789811988134
Код товара 142191

Teoh

Convolutional Neural Networks for Medical Applications

Convolutional Neural Networks for Medical Applications

ISBN: 9789811988134
Код товара 142191

6 986 ₽

Доставка под заказ

Если Вы закажете книгу до 20.07.2024, то мы привезём её ориентировочно 09.09.2024.

  • Автор

    Teoh

  • Издатель

    Springer

  • Тип обложки

    Soft cover

  • Размеры

    235 x 155

  • Год издания

    2023

  • Вес (г)

    180

  • ISBN

    9789811988134

  • Язык

    ENG

  • Кол-во страниц

    96

О чём книга?

Convolutional Neural Networks for Medical Applications consists of research investigated by the author, containing state-of-the-art knowledge, authored by Dr Teoh Teik Toe, in applying Convolutional Neural Networks (CNNs) to the medical imagery domain. This book will expose researchers to various applications and techniques applied with deep learning on medical images, as well as unique techniques to enhance the performance of these networks.Through the various chapters and topics covered, this book provides knowledge about the fundamentals of deep learning to a common reader while allowing a research scholar to identify some futuristic problem areas. The topics covered include brain tumor classification, pneumonia image classification, white blood cell classification, skin cancer classification and diabetic retinopathy detection. The first chapter will begin by introducing various topics used in training CNNs to help readers with common concepts covered across the book. Each chapter begins by providing information about the disease, its implications to the affected and how the use of CNNs can help to tackle issues faced in healthcare. Readers would be exposed to various performance enhancement techniques, which have been tried and tested successfully, such as specific data augmentations and image processing techniques utilized to improve the accuracy of the models.

1) Introduction.- 2) CNN for Brain Tumor classification.- 3) CNN for Pneumonia image classification.- 4) CNN for White Blood Cell classification.- 5) CNN for Skin Cancer classification.- 6) CNN for Diabetic Retinopathy detection.
Похожие книги
Pediatric psychogastroenterology
изд. 2023

Pediatric psychogastroenterology

  • изд. 2023
5 226 ₽
Mitochondrial Diseases,194
изд. 2023

Horvath,Rita Mitochondrial Diseases,194

  • ENG
  • изд. 2023
32 921 ₽
Nursing Informatics
изд. 2023

H'bner Nursing Informatics

  • ENG
  • изд. 2023
This new edition of the classic textbook on health informatics provides readers in healthcare practice and educational settings with an unparalleled depth of information on using informatics methods and tools. However, this new text speaks to nurses and — in a departure from earlier editions of this...
8 384 ₽
Technology for Drug Safety
изд. 2023

Al-Worafi Technology for Drug Safety

  • ENG
  • изд. 2023
This book presents information about the use of technology to support the prevention and management of drug safety issues: pharmacovigilance (PV), medication errors, drug-related problems (DRPs), counterfeit medicines and other drug safety issues. Adapting new technologies/information technologies, ...
6 288 ₽
Omega-3 Fatty Acids
изд. 2024

Lembke,Peter Omega-3 Fatty Acids

  • изд. 2024
18 679 ₽
Hazardous Chemicals
изд. 2024

Singh,Jaspal Hazardous Chemicals

  • изд. 2024
20 518 ₽