Predictive Analytics Of Psychological Disorders In Healthcare
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Predictive Analytics Of Psychological Disorders In Healthcare
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Author : Mamta Mittal
language : en
Publisher: Springer Nature
Release Date : 2022-05-20
Predictive Analytics Of Psychological Disorders In Healthcare written by Mamta Mittal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-20 with Technology & Engineering categories.
This book discusses an interdisciplinary field which combines two major domains: healthcare and data analytics. It presents research studies by experts helping to fight discontent, distress, anxiety and unrealized potential by using mathematical models, machine learning, artificial intelligence, etc. and take preventive measures beforehand. Psychological disorders and biological abnormalities are significantly related with the applications of cognitive illnesses which has increased significantly in contemporary years and needs rapid investigation. The research content of this book is helpful for psychological undergraduates, health workers and their trainees, therapists, medical psychologists, and nurses.
Combating Women S Health Issues With Machine Learning
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Author : D. Hemanth
language : en
Publisher: CRC Press
Release Date : 2023-10-23
Combating Women S Health Issues With Machine Learning written by D. Hemanth and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-23 with Medical categories.
The main focus of this book is the examination of women’s health issues and the role machine learning can play as a solution to these challenges. This book will illustrate advanced, innovative techniques/frameworks/concepts/machine learning methodologies, enhancing the future healthcare system. Combating Women’s Health Issues with Machine Learning: Challenges and Solutions examines the fundamental concepts and analysis of machine learning algorithms. The editors and authors of this book examine new approaches for different age-related medical issues that women face. Topics range from diagnosing diseases such as breast and ovarian cancer to using deep learning in prenatal ultrasound diagnosis. The authors also examine the best machine learning classifier for constructing the most accurate predictive model for women’s infertility risk. Among the topics discussed are gender differences in type 2 diabetes care and its management as it relates to gender using artificial intelligence. The book also discusses advanced techniques for evaluating and managing cardiovascular disease symptoms, which are more common in women but often overlooked or misdiagnosed by many healthcare providers. The book concludes by presenting future considerations and challenges in the field of women’s health using artificial intelligence. This book is intended for medical researchers, healthcare technicians, scientists, programmers and graduate-level students looking to understand better and develop applications of machine learning/deep learning in healthcare scenarios, especially concerning women’s health conditions.
Artificial Intelligence In Behavioral And Mental Health Care
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Author : David D. Luxton
language : en
Publisher: Academic Press
Release Date : 2015-09-10
Artificial Intelligence In Behavioral And Mental Health Care written by David D. Luxton and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-10 with Psychology categories.
Artificial Intelligence in Behavioral and Mental Health Care summarizes recent advances in artificial intelligence as it applies to mental health clinical practice. Each chapter provides a technical description of the advance, review of application in clinical practice, and empirical data on clinical efficacy. In addition, each chapter includes a discussion of practical issues in clinical settings, ethical considerations, and limitations of use. The book encompasses AI based advances in decision-making, in assessment and treatment, in providing education to clients, robot assisted task completion, and the use of AI for research and data gathering. This book will be of use to mental health practitioners interested in learning about, or incorporating AI advances into their practice and for researchers interested in a comprehensive review of these advances in one source. - Summarizes AI advances for use in mental health practice - Includes advances in AI based decision-making and consultation - Describes AI applications for assessment and treatment - Details AI advances in robots for clinical settings - Provides empirical data on clinical efficacy - Explores practical issues of use in clinical settings
Big Data Analytics For Smart Healthcare Applications
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Author : Celestine Iwendi
language : en
Publisher: Frontiers Media SA
Release Date : 2023-04-17
Big Data Analytics For Smart Healthcare Applications written by Celestine Iwendi and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-17 with Medical categories.
Accelerating Product Development Cycles With Digital Twins And Iot Integration
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Author : Mamodiya, Udit
language : en
Publisher: IGI Global
Release Date : 2025-05-08
Accelerating Product Development Cycles With Digital Twins And Iot Integration written by Mamodiya, Udit and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-08 with Business & Economics categories.
In today's market, accelerating product development cycles helps businesses gain a competitive edge and meet consumer demands. The integration of digital twins and Internet of Things (IoT) technologies has emerged as a transformative solution, enabling organizations to streamline their design, testing, and production processes. Digital twins allow real-time simulation and monitoring, providing valuable insights into performance, potential issues, and design optimizations. When coupled with IoT businesses can gather continuous feedback throughout the product lifecycle. This accelerates innovation, enhances product quality, and minimizes costs by identifying inefficiencies. By leveraging these technologies, companies can optimize their development cycles and deliver smarter, more reliable products to meet the needs of the marketplace. Accelerating Product Development Cycles With Digital Twins and IoT Integration explores the transformative potential of cutting-edge digital twin technologies in advancing data analytics and the Internet of Things (IoT). It provides a comprehensive analysis of how digital twins enable real-time monitoring, predictive insights, and enhanced decision-making by bridging the physical and digital worlds. This book covers topics such as computational engineering, algorithms, and blockchain, and is a useful resource for business owners, managers, computer engineers, academicians, researchers, and data scientists.
Transforming Neuropsychology And Cognitive Psychology With Ai And Machine Learning
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Author : Bansal, Rohit
language : en
Publisher: IGI Global
Release Date : 2025-01-03
Transforming Neuropsychology And Cognitive Psychology With Ai And Machine Learning written by Bansal, Rohit and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-03 with Psychology categories.
The integration of artificial intelligence and machine learning into neuropsychology and cognitive psychology is revolutionizing how we understand, diagnose, and treat neurological and psychological conditions. By leveraging advanced algorithms, these technologies enable earlier detection of cognitive decline, more precise diagnoses, and personalized therapeutic interventions. They enhance the accuracy of neuropsychological assessments, automate scoring processes, and uncover subtle patterns in data that traditional methods might overlook. Furthermore, real-time data analysis from wearable devices and smartphones offers a continuous understanding of cognitive and emotional states, bridging the gap between clinical settings and daily life. This convergence promises to transform patient care and advance research, paving the way for more effective and innovative solutions in mental health and brain science. Transforming Neuropsychology and Cognitive Psychology With AI and Machine Learning highlights the synergies between neuropsychology, cognitive psychology, AI, and machine learning, and explores innovative applications, methodologies, and future prospects. It serves as a comprehensive resource for the latest advancements in AI algorithms and machine learning within neuropsychology and cognitive psychology. Covering topics such as AI-driven assessments, college counseling, and virtual reality, this book is an excellent resource for academicians, researchers, graduate and postgraduate students, mental health practitioners, industry researchers, non-governmental and governmental organizations, and more.
Microbial Metagenomics In Effluent Treatment Plant
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Author : Maulin P. Shah
language : en
Publisher: Elsevier
Release Date : 2024-05-16
Microbial Metagenomics In Effluent Treatment Plant written by Maulin P. Shah and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-16 with Technology & Engineering categories.
Microbial Metagenomics in Effluent Treatment Plant introduces a metagenomic approach characterizing microbial communities in industrial wastewater treatment, providing an overall picture of metagenomics, its application, processes, and future prospects in the field of bioremediation. It also discusses culture-dependent methods, culture-independent methods, and enzymatic methods used to estimate bacterial diversity to monitor temporal and spatial changes in bacterial communities. In addition, a metagenomic approach will be discussed to characterize the microbial communities in industrial wastewater treatment. Researchers, scientists, professors, and students in environmental engineering, applied microbiology, and water treatment will find Microbial Metagenomics in Effluent Treatment Plant helpful in understanding the importance and role of metagenomics in biogeochemical cycles and degradation and detoxification of environmental pollutants. - Presents text rich in information and knowledge of metagenomics - Introduces novel and powerful insights into the already existing bioremediation process - Serves as an easy-to-understand and centralized resource of information with practical application ideas
Aerobic And Anaerobic Microbial Treatment Of Industrial Wastewater
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Author : Maulin P. Shah
language : en
Publisher: CRC Press
Release Date : 2024-12-17
Aerobic And Anaerobic Microbial Treatment Of Industrial Wastewater written by Maulin P. Shah and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-17 with Technology & Engineering categories.
Industrial wastewater can contain many toxic pollutants as well as varying concentrations of organic and inorganic matter. These pollutants can be carcinogenic, mutagenic, or hardly biodegradable, which could cause serious human health risks and also affect other aquatic and terrestrial biota as well. Biological treatment techniques for industrial wastewater, including aerobic and anaerobic digestion, are known to be environmentally friendly, clean, and generally superior to other physicochemical techniques. Aerobic and Anaerobic Microbial Treatment of Industrial Wastewater presents the latest information on multiple bioremediation treatment techniques; summarizes the sources, occurrence, and removal of industrial pollutants; and suggests the most appropriate treatment options for different scenarios. Describes the biochemistry of pollutant removal by aerobic and anaerobic digestion. Highlights emerging pollutants as well as resource recovery techniques from contaminated industrial wastewater. Emphasizes the role of both conventional and innovative novel technologies in aerobic and anaerobic microbial bioremediation of pollutants originated from industrial wastewater.
Computational Methods In Psychiatry
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Author : Gopi Battineni
language : en
Publisher: Springer Nature
Release Date : 2023-11-30
Computational Methods In Psychiatry written by Gopi Battineni and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-30 with Medical categories.
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.
Artificial Intelligence Based System For Gaze Based Communication
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Author : B.G.D.A. Madhusanka
language : en
Publisher: CRC Press
Release Date : 2024-05-03
Artificial Intelligence Based System For Gaze Based Communication written by B.G.D.A. Madhusanka and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-03 with Computers categories.
This book focuses on the artificial neural network-based system for gaze-based communication. It covers the feasible and practical collaboration of human–computer interaction (HCI) in which a user can intuitively express tasks using gaze-based communication. It will target the vast applications of gaze-based communication using computer vision, image processing, and artificial intelligence. Artificial Intelligence-Based System for Gaze-Based Communication introduces a novel method to recognize the implicit intention of users by using nonverbal communication in combination with computer vision technologies. A novel HCI framework is developed to enable implicit and intuitive gaze-based intention communications. This framework allows the users to intuitively express their intention using natural gaze cues. The book also focuses on robot caregiving technology, which can understand the user’s intentions using minimal interactions with the user. The authors examine gaze-based tracking applications for the assisted living of elderly people. The book examines detailed applications of eye-gaze communication for real-life problems. It also examines the advantages that most people can handle gaze-based communications because it requires very little effort, and most of the elderly and impaired can retain visual capability. This book is ideally designed for students, researchers, academicians, and professionals interested in exploring and implementing gaze-based communication strategies and those working in the field of computer vision and image processing.