Del 46 i serien Information Systems Engineering and Management

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

Theoretical Insights with Practical Applications

Inbunden, Engelska, 2025

AvAbhishek Kumar,Fernando Ortiz-Rodriguez,Jose Braga De Vasconcelos,Pushan Kumar Dutta,Hemant Kumar Saini,Pramod Singh Rathore

2 849 kr

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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

Utgivningsdatum2025-07-16
Mått155 x 235 x 29 mm
Vikt803 g
FormatInbunden
SpråkEngelska
SerieInformation Systems Engineering and Management
Antal sidor415
FörlagSpringer International Publishing AG
ISBN9783031911460

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Biomedicinsk teknik inom Medicin
Biovetenskap inom Naturvetenskap och teknik
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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.