Computational Methods in Psychiatry

Computational Methods in Psychiatry
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Artikel-Nr:
9789819966370
Veröffentl:
2024
Einband:
eBook
Seiten:
348
Autor:
Gopi Battineni
eBook Typ:
PDF
eBook Format:
Reflowable eBook
Kopierschutz:
Digital Watermark [Social-DRM]
Sprache:
Englisch
Beschreibung:

This book presents a particular area of interest in computing psychiatry with the modelling of mood and anxiety disorders. It highlights various methods for building these models. Clinical applications are prevalent due to the growth and interaction of these multiple approaches. Besides, it outlines some original predictive and computational modelling ideas for enhancing psychological treatment interventions. Computational psychiatry combines multiple levels and types of computation with different data types to improve mental illness understanding, prediction, and treatment.
This book presents a particular area of interest in computing psychiatry with the modelling of mood and anxiety disorders. It highlights various methods for building these models. Clinical applications are prevalent due to the growth and interaction of these multiple approaches. Besides, it outlines some original predictive and computational modelling ideas for enhancing psychological treatment interventions.

Computational psychiatry combines multiple levels and types of computation with different data types to improve mental illness understanding, prediction, and treatment.


1             COVID impact on Italian health system: from self determination to solidarity

2             Mental health and psychological wellbeing of maritime personnel:

Factors affecting Mental Health of Seafarers on Board Merchant Ships.

3             Intelligent monitoring system based on ATMEGA microcontrollers in healthcare with stress reduce effect

4             Predictive Measures to tackle Mental Health During COVID-19

5             Intelligent Digital Monitoring of levels of stress

6             Consequences of brain health in digital era

7             AI-based Framework for Association between Depression and Physical Health Disorders

8             WFH and its impacts on lifestyle of humanoid in the context of covid-19

9             Digital Mental Health Prediction and Enhancement using Deep Feed Forward Neural Network and Psychiatry Tools

10           The challenge of self-diagnosis on mental health through social media: A qualitative study

11           Relationship between mortality and mental health disorders

12           Recent Developments in the Application of Computer-Aided Drug Design to

Neurodegenerative Disorders

13           Intelligent Stress Cause and its Level Monitoring of Teachers in Private Engineering Colleges

14           Student Stress Detection in Online Learning during Outbreak

15           A Review on Mental and Physical Health Acceptance of Immunization and Vaccination for COVID-19 Pandemic a Conscience of Humans Perception Using SWOT Analysis

16           Application of Smart Intelligent technologies in health care using 4.0 Perspectives

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