Depression Prediction Using a Soft Computing Approach

Name: Depression Prediction Using a Soft Computing Approach
Brand: LAP Lambert Academic Publishing
SKU: 9783659814631
Price: 25092 HUF
Availability: InStock

Szerző: Victor Ekong

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP Lambert Academic Publishing

Elérhetőség: Beszállítói készleten

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

Információk a könyvről

Szerző

Victor Ekong

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2016

oldal

284

EAN

9783659814631

Enbook ID

12821582

Kiadó

LAP Lambert Academic Publishing

Súly

439

Méretek

150 x 220 x 18

Teljes leírás

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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