Depression Prediction Using a Soft Computing Approach

Name: Depression Prediction Using a Soft Computing Approach
Brand: LAP Lambert Academic Publishing
SKU: 9783659814631
Price: 68.56 EUR
Availability: InStock

Автор: Victor Ekong

Език:

Корици: С меки корици

Издател: LAP Lambert Academic Publishing

Наличност: Външен склад

Изпращаме след 5-8 дни

68.56 € 134.10 лв

Depression is a psychological mental disorder that can cause serious health challenges to individual...

Информация за книгата

Автор

Victor Ekong

Език

Английски език

Корици

Книга - С меки корици

Издадена

2016

страници

284

EAN

9783659814631

Enbook ID

12821582

Издател

LAP Lambert Academic Publishing

Теглоt

439

Размери

150 x 220 x 18

Пълно описание

Depression is a psychological mental disorder that can cause serious health challenges to individuals if they are diagnosed, misdiagnosed and untreated. The debilitating effect of the disease reduces the quality of life of individuals hence there is much emphasis on early and correct diagnosis of the disease. In this book, a detailed study was undertaking to explore the types of Depression, their causes and treatments. Artificial Intelligence and Soft computing techniques are also explored as an alternative approach in providing clinicians a decision support tool for the diagnosis of the disease. Chapter One provides a theoretical background for the study. Chapter Two provides a detailed review of decision support systems in medicine, Artificial neural networks (ANN), Fuzzy logic (FL), Neuro-Fuzzy, Case based reasoning (CBR), Depression disease and programming tools for developing the software solutions. Chapter Three presents the design and development of a Neuro-fuzzy case based reasoning expert system for depression prediction. Chapter Four shows the implementation framework for the clinical decision support system. Chapter Five concludes the study with findings/further work.

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Depression Prediction Using a Soft Computing Approach

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