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Design and Forecasting Models for Disease Management
Hoofdkenmerken
Auteur: Pijush Dutta, Sudip Mandal, Korhan Cengiz, Arindam Sadhu, Gour Gopal Jana
Titel: Design and Forecasting Models for Disease Management
Uitgever: Wiley Global Research (STMS)
ISBN: 9781394234059
ISBN boekversie: 9781394234042
Editie: 1
Prijs: € 233.79
Verschijningsdatum: 07-03-2025
Inhoudelijke kenmerken
Categorie: Bioinformatics
Taal: English
Imprint: Wiley-Scrivener
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

\u003cp\u003e\u003cb\u003eThe book provides an essential overview of AI techniques in disease management and how these computational methods can lead to further innovations in healthcare.\u003c/b\u003e \u003cp\u003e\u003ci\u003eDesign and Forecasting Models for Disease Management\u003c/i\u003e is a resourceful volume of 13 chapters that elaborates on computational methods and how AI techniques can aid in smart disease management. It contains several statistical and AI techniques that can be used to acquire data on many different diseases. The main objective of this book is to demonstrate how AI techniques work for early disease detection and forecasting useful information for medical experts. As such, this volume intends to serve as a resource to elicit and elaborate on possible intelligent mechanisms for helping detect early signs of diseases. Additionally, the book examines numerous machine learning and data analysis techniques in the biomedical field that are used for detecting and forecasting disease management at the cellular level. It discusses various applications of image segmentation, data analysis techniques, and hybrid machine learning techniques for illnesses, and encompasses modeling, prediction, and diagnosis of disease data. \u003cp\u003e\u003cb\u003eAudience\u003c/b\u003e \u003cp\u003eResearchers, engineers and graduate students in the fields of computational biology, information technology, bioinformatics, and epidemiology.
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