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Image of Advanced Machine Learning Approaches in Cancer Prognosis

Electronic Resource

Advanced Machine Learning Approaches in Cancer Prognosis

Nayak,Janmenjoy - Personal Name; Favorskaya,Margarita N. - Personal Name; Jain,Seema - Personal Name; Naik,Bighnaraj - Personal Name; Mishra, Manohar - Personal Name;

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This book introduces a variety of advanced machine learning approaches covering the areas of neural networks, fuzzy logic, and hybrid intelligent systems for the determination and diagnosis of cancer. Moreover, the tactical solutions of machine learning have proved its vast range of significance and, provided novel solutions in the medical field for the diagnosis of disease. This book also explores the distinct deep learning approaches that are capable of yielding more accurate outcomes for the diagnosis of cancer. In addition to providing an overview of the emerging machine and deep learning approaches, it also enlightens an insight on how to evaluate the efficiency and appropriateness of such techniques and analysis of cancer data used in the cancer diagnosis. Therefore, this book focuses on the recent advancements in the machine learning and deep learning approaches used in the diagnosis of different types of cancer along with their research challenges and future directions for the targeted audience including scientists, experts, Ph.D. students, postdocs, and anyone interested in the subjects discussed.


Availability
Inventory Code Barcode Call Number Location Status
1908000863EB0001447616.994 075 AdvCentral Library (OPAC)Available
Detail Information
Series Title
-
Call Number
616.994 075 Adv
Publisher
Switzerland : Springer Cham., 2021
Collation
XX, 454p.:Ill
Language
English
ISBN/ISSN
978-3-030-71975-3
Classification
616.994 075
Content Type
Ebook
Media Type
-
Carrier Type
online resource
Edition
1
Subject(s)
Machine Learning
Specific Detail Info
-
Statement of Responsibility
BRF
Other version/related

No other version available

File Attachment
  • Advanced Machine Learning Approaches in Cancer Prognosis
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