Computational Intelligence in Oncology

Idioma: inglés

Editorial: Springer, Springer Nature Singapore Mär 2023, 2023

9811692238 / 9789811692239

Serie: Libro 507 de 538 - Studies in Computational Intelligence

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This item is printed on demand - Print on Demand Titel. Neuware -This book encapsulates recent applications of CI methods in the field of computational oncology, especially cancer diagnosis, prognosis, and its optimized therapeutics.The cancer has been known as a heterogeneous disease categorized in several different subtypes. According to WHO's recent report, cancer is a leading cause of death worldwide, accounting for over 10 million deaths in the year 2020. Therefore, its early diagnosis, prognosis, and classification to a subtype have become necessary as it facilitates the subsequent clinical management and therapeutics plan. Computational intelligence (CI) methods, including artificial neural networks (ANNs), fuzzy logic, evolutionary computations, various machine learning and deep learning, and nature-inspired algorithms, have been widely utilized in various aspects of oncology research, viz. diagnosis, prognosis, therapeutics, and optimized clinical management.Appreciable progress has been made toward the understanding the hallmarks of cancer development, progression, and its effective therapeutics. However, notwithstanding the extrinsic and intrinsic factors which lead to drastic increment in incidence cases, the detection, diagnosis, prognosis, and therapeutics remain an apex challenge for the medical fraternity. With the advent in CI-based approaches, including nature-inspired techniques, and availability of clinical data from various high-throughput experiments, medical consultants, researchers, and oncologists have seen a hope to devise and employ CI in various aspects of oncology. The main aim of the book is to occupy state-of-the-art applications of CI methods which have been derived from core computer sciences to back medical oncology. This edited book covers artificial neural networks, fuzzy logic and fuzzy inference systems, evolutionary algorithms, various nature-inspired algorithms, and hybrid intelligent systems which are widely appreciated for the diagnosis, prognosis, and optimization of therapeutics of various cancers. Besides, this book also covers multi-omics exploration, gene expression analysis, gene signature identification of cancers, genomic characterization of tumors, anti-cancer drug design and discovery, drug response prediction by means of CI, and applications of IoT, IoMT, and blockchain technology in cancer research.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 488 pp. Englisch.…

N° de ref. del artículo 9789811692239

Título
Computational Intelligence in Oncology
Autor
Khalid Raza
Editorial
Springer, Springer Nature Singapore Mär 2023
Año de publicación
2023
Estado
Neu
Encuadernación
Taschenbuch
Idioma
inglés
ISBN 10
9811692238
ISBN 13
9789811692239
Peso del artículo
733 gramos
Dimensiones
235x155x27 mm
Serie
Libro 507 de 538: Studies in Computational Intelligence

buchversandmimpf2000

Emtmannsberg, BAYE, Alemania

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