Adversarial Deep Generative Techniques for Early Diagnosis of Neurological Conditions and Mental Health Practises

Theoretical Insights with Practical Applications

AvAbhishek Kumar,Fernando Ortiz-Rodriguez

Inbunden, Engelska, 2025

Del 46 i serien Information Systems Engineering and Management

2 180 kr

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Beskrivning

mso-bidi-language: AR-SA;">This book explores a pioneering exploration of how deep generative models, including generative adversarial networks (GANs) and variational autoencoders (VAEs), renovating early neurological disorder detection.

Produktinformation

Utgivningsdatum:2025-07-16
Mått:155 x 235 x 29 mm
Vikt:803 g
Format:Inbunden
Språk:Engelska
Serie:Information Systems Engineering and Management
Antal sidor:415
Förlag:Springer International Publishing AG
ISBN:9783031911460

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT
Biovetenskap inom Naturvetenskap och teknik

Innehållsförteckning

Virtual Ai Assistant Ai In Mental Healthcare.- Leveraging Deep Generative Models For Early Diagnosis And Personalized Care In Neurological And Mental Health Disorders.- A Comprehensive Review Of Deep Generative Techniques In The Study And Management Of Neurological Disorders.- Advancements In Neuroimaging And Deep Learning A Review Of Core Principles, Methodologies, And Emerging Applications.- Ethical Considerations And Regulatory Compliance In Ai Driven Diagnostics.- Neuro Imaging Based Alzheimerdisease Detection By Segmentation With Classification Using Machine Learning Algorithms.- Neuro Imaging Based Alzheimer Disease Detection Using Generative Adversarial Model With Deep Learning Algorithm.- Early Diagnosis Of Alzheimer’s Disease Using Adversarial Techniques.- Classification Of Mental Disorder With Deep Generative Models.- Practical Implementation And Integration Of Ai In Mental Healthcare.