Early Detection Of Mental Health Disorders By Social Media Monitoring

Author : Fabio Crestani,David E. Losada,Javier Parapar
Publisher : Springer Nature
Page : 337 pages
File Size : 49,6 Mb
Release : 2022-09-14
Category : Technology & Engineering
ISBN : 9783031044311

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Early Detection of Mental Health Disorders by Social Media Monitoring by Fabio Crestani,David E. Losada,Javier Parapar Pdf

eRisk stands for Early Risk Prediction on the Internet. It is concerned with the exploration of techniques for the early detection of mental health disorders which manifest in the way people write and communicate on the internet, in particular in user generated content (e.g. Facebook, Twitter, or other social media). Early detection technologies can be employed in several different areas but particularly in those related to health and safety. For instance, early alerts could be sent when the writing of a teenager starts showing increasing signs of depression, or when a social media user starts showing suicidal inclinations, or again when a potential offender starts publishing antisocial threats on a blog, forum or social network. eRisk has been the pioneer of a new interdisciplinary area of research that is potentially applicable to a wide variety of situations, problems and personal profiles. This book presents the best results of the first five years of the eRisk project which started in 2017 and developed into one of the most successful track of CLEF, the Conference and Lab of the Evaluation Forum.

Author : Muskan Garg,Deepika Koundal
Publisher : Elsevier
Page : 322 pages
File Size : 43,8 Mb
Release : 2023-08-20
Category : Medical
ISBN : 9780443190971

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Emotional AI and Human-AI Interactions in Social Networking by Muskan Garg,Deepika Koundal Pdf

Emotional AI and Human-AI Interactions in Social Networking makes readers aware of recent progress in this integrated discipline. Filling the existing vacuum in research in artificial intelligence with the application of social science, this book provides in-depth knowledge of human-AI interactions with social networking and increased use of the internet. Chapters integrating Emotional Artificial Intelligence, examining behavioral interventions, compassion, education, and healthcare, as well as social cognitive networking, including social brain networks, play a pivotal role in enhancing interdisciplinary studies in the field of social neuroscience and Emotional AI. This volume is a must for those wanting to dive into this exciting field of social neuroscience AI. Serves as a guide on social cognitive neuroscience for mental health and emotional AI for behavioral interventions Details various technologies of human-AI interactions with social networking Includes sections on emotional AI in behavioral interventions, compassion, education and healthcare

Author : Shruti Jain (Associate professor of electronics and communication engineering),Nikhil Marriwala,Pushpendra Singh,C. C. Tripathi,Dinesh K. Kumar
Publisher : Springer Nature
Page : 715 pages
File Size : 41,8 Mb
Release : 2024-06-17
Category : Biomedical engineering
ISBN : 9789819986460

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Emergent Converging Technologies and Biomedical Systems by Shruti Jain (Associate professor of electronics and communication engineering),Nikhil Marriwala,Pushpendra Singh,C. C. Tripathi,Dinesh K. Kumar Pdf

The book contains proceedings of the International Conference on Emergent Converging Technologies and Biomedical Systems ETBS 2023. It includes papers on wireless multimedia networks, green wireless networks, electric vehicles, biomedical signal processing, and instrumentation, wearable sensors for health care monitoring, biomedical imaging, and bio-materials, modeling, and simulation in medicine biomedical, and health informatics. The book serves as a useful guide for educators, researchers, and developers working in the areas of signal processing, imaging, computing, instrumentation, artificial intelligence, and their related applications. This book also provides support and aid to the researchers involved in designing the latest advancements in healthcare technologies.

Author : Jaap Kamps,Lorraine Goeuriot,Fabio Crestani,Maria Maistro,Hideo Joho,Brian Davis,Cathal Gurrin,Udo Kruschwitz,Annalina Caputo
Publisher : Springer Nature
Page : 781 pages
File Size : 41,8 Mb
Release : 2023-03-16
Category : Computers
ISBN : 9783031282447

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Advances in Information Retrieval by Jaap Kamps,Lorraine Goeuriot,Fabio Crestani,Maria Maistro,Hideo Joho,Brian Davis,Cathal Gurrin,Udo Kruschwitz,Annalina Caputo Pdf

The three-volume set LNCS 13980, 13981 and 13982 constitutes the refereed proceedings of the 45th European Conference on IR Research, ECIR 2023, held in Dublin, Ireland, during April 2-6, 2023. The 65 full papers, 41 short papers, 19 demonstration papers, and 12 reproducibility papers, 10 doctoral consortium papers were carefully reviewed and selected from 489 submissions. The accepted papers cover the state of the art in information retrieval focusing on user aspects, system and foundational aspects, machine learning, applications, evaluation, new social and technical challenges, and other topics of direct or indirect relevance to search.

Author : Sharma, Avinash Kumar,Chanderwal, Nitin,Tyagi, Shobhit,Upadhyay, Prashant
Publisher : IGI Global
Page : 327 pages
File Size : 54,9 Mb
Release : 2024-03-11
Category : Computers
ISBN : 9798369323601

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Future of AI in Medical Imaging by Sharma, Avinash Kumar,Chanderwal, Nitin,Tyagi, Shobhit,Upadhyay, Prashant Pdf

Academic scholars and professionals are currently grappling with hurdles in optimizing diagnostic processes, as traditional methodologies prove insufficient in managing the intricate and voluminous nature of medical data. The diverse range of imaging techniques, spanning from endoscopy to magnetic resonance imaging, necessitates a more unified and efficient approach. This complexity has created a pressing need for streamlined methodologies and innovative solutions. Academic scholars find themselves at the forefront of addressing these challenges, seeking ways to leverage AI's full potential in improving the accuracy of medical imaging diagnostics and, consequently, enhancing overall patient outcomes. Future of AI in Medical Imaging, stands as a solution to the challenges faced by academic scholars in the realm of medical imaging. The book lays a solid groundwork for understanding the complexities of medical imaging systems. Through an exploration of various imaging modalities, it not only addresses the current issues but also serves as a guide for scholars to navigate the landscape of AI-integrated medical diagnostics. This collaborative effort not only illuminates the existing hurdles of medical imaging but also looks towards a future where AI-driven diagnostics and personalized medicine become indispensable tools, significantly elevating patient outcomes.

Author : Matthias Hagen,Suzan Verberne,Craig Macdonald,Christin Seifert,Krisztian Balog,Kjetil Nørvåg,Vinay Setty
Publisher : Springer Nature
Page : 630 pages
File Size : 52,7 Mb
Release : 2022-04-05
Category : Computers
ISBN : 9783030997397

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Advances in Information Retrieval by Matthias Hagen,Suzan Verberne,Craig Macdonald,Christin Seifert,Krisztian Balog,Kjetil Nørvåg,Vinay Setty Pdf

This two-volume set LNCS 13185 and 13186 constitutes the refereed proceedings of the 44th European Conference on IR Research, ECIR 2022, held in April 2022, due to the COVID-19 pandemic. The 35 full papers presented together with 11 reproducibility papers, 13 CLEF lab descriptions papers, 12 doctoral consortium papers, 5 workshop abstracts, and 4 tutorials abstracts were carefully reviewed and selected from 395 submissions. Chapters “Leveraging Customer Reviews for E-commerce Query Generation” and “End to End Neural Retrieval for Patent Prior Art Search” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Author : Jennifer H. Barnett,Qiang Luo,Martin J. Sliwinski,Raz Gross
Publisher : Frontiers Media SA
Page : 200 pages
File Size : 52,6 Mb
Release : 2022-08-29
Category : Medical
ISBN : 9782889768523

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Digital Phenotyping/Digital Biomarkers to Monitor Psychiatric Disorders by Jennifer H. Barnett,Qiang Luo,Martin J. Sliwinski,Raz Gross Pdf

Author : IEEE Staff
Publisher : Unknown
Page : 128 pages
File Size : 42,5 Mb
Release : 2021-12-08
Category : Electronic
ISBN : 1665405880

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2021 IEEE 3rd International Multidisciplinary Conference on Engineering Technology (IMCET) by IEEE Staff Pdf

The conference focuses on regional and developing world aspects in electrical, communications, computer and biomedical engineering

Author : Mohamad Bydon
Publisher : Elsevier
Page : 272 pages
File Size : 51,7 Mb
Release : 2023-11-24
Category : Science
ISBN : 9780443139642

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The New Era of Precision Medicine by Mohamad Bydon Pdf

The New Era of Precision Medicine: What it Means for Patients and the Future of Healthcare highlights aspects of precision medicine in different specialties and offers an understanding of how a biological background integrates into clinical guidelines, the therapeutic efficacy of interventions and disease prevention. The book explains how precision healthcare differs among countries, as well as how there is a collaboration among many labs to share resources and knowledge to advance the field across the globe. The book also discusses the cultural differences and cultural sensitivity that may be involved in the precision medicine approach. Finally, with regard to safety and quality outcomes, the book presents a range of current and possible future concerns related to those outcomes. Precision medicine is the new standard of quality healthcare delivery. It aims to optimize patient safety and clinical outcomes, enhance the efficacy of therapeutic interventions, and facilitate disease prevention, offering a way to customize patient care, decision-making, and clinical practice. Highlights the characteristics of precision medicine in different areas Offers an understanding of how a biological background integrates into clinical guidelines, the therapeutic efficacy of interventions, and disease prevention Emphasizes how medicine has transformed from a “one-size-fits-all approach to personalized medicine influenced by individual characteristics Introduces complex topics delivered in terms that target a broad range of audiences

Author : Megan A. Moreno,Ana Radovic
Publisher : Springer
Page : 302 pages
File Size : 42,7 Mb
Release : 2018-03-01
Category : Medical
ISBN : 9783319696386

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Technology and Adolescent Mental Health by Megan A. Moreno,Ana Radovic Pdf

This comprehensive book provides a framework for healthcare providers working with the dual challenges and opportunities presented by the intersection of mental health and technology. Technology and Adolescent Mental Health provides recent, evidence-based approaches that are applicable to clinical practice and adolescent care, with each chapter including a patient case illustrating key components of the chapter contents. Early chapters address the epidemiology of mental health, while the second section of the book deals with how both offline and online worlds affect mental health, presenting both positive and negative outcomes, and focusing on special populations of at-risk adolescents. The third section of the book focuses on technology uses for observation, diagnosis or screening for mental health conditions. The final section highlights promising future approaches to technology, and tools for improving intervention and treatment for mental health concerns and illnesses. This book will be a key resource for pediatricians, family physicians, internal medicine providers, adolescent medicine and psychiatry specialists, psychologists, social workers, as well as any other healthcare providers working with adolescents and mental health care.

Author : Jiang Bian,Yi Guo,Zhe He,Xia Hu
Publisher : Springer
Page : 272 pages
File Size : 49,5 Mb
Release : 2019-06-29
Category : Medical
ISBN : 9783030147143

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Social Web and Health Research by Jiang Bian,Yi Guo,Zhe He,Xia Hu Pdf

This book presents state-of-the-art research methods, results, and applications in social media and health research. It aims to help readers better understand the different aspects of using social web platforms in health research. Throughout the chapters, the benefits, limitations, and best practices of using a variety of social web platforms in health research are discussed with concrete use cases. This is an ideal book for biomedical researchers, clinicians, and health consumers (including patients) who are interested in learning how social web platforms impact health and healthcare research.

Author : Paul, Sudip,Bhattacharya, Pallab,Bit, Arindam
Publisher : IGI Global
Page : 376 pages
File Size : 53,8 Mb
Release : 2019-06-28
Category : Medical
ISBN : 9781522585688

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Early Detection of Neurological Disorders Using Machine Learning Systems by Paul, Sudip,Bhattacharya, Pallab,Bit, Arindam Pdf

While doctors and physicians are more than capable of detecting diseases of the brain, the most agile human mind cannot compete with the processing power of modern technology. Utilizing algorithmic systems in healthcare in this way may provide a way to treat neurological diseases before they happen. Early Detection of Neurological Disorders Using Machine Learning Systems provides innovative insights into implementing smart systems to detect neurological diseases at a faster rate than by normal means. The topics included in this book are artificial intelligence, data analysis, and biomedical informatics. It is designed for clinicians, doctors, neurologists, physiotherapists, neurorehabilitation specialists, scholars, academics, and students interested in topics centered on biomedical engineering, bio-electronics, medical electronics, physiology, neurosciences, life sciences, and physics.

Author : Sarika Jain,Vishal Jain,Valentina Emilia Balas
Publisher : Academic Press
Page : 290 pages
File Size : 42,7 Mb
Release : 2021-03-27
Category : Science
ISBN : 9780128224854

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Web Semantics by Sarika Jain,Vishal Jain,Valentina Emilia Balas Pdf

Web Semantics strengthen the description of web resources to exploit them better and make them more meaningful for both humans and machines, thereby contributing to the development of a knowledgeintensive data web. The world is experiencing the movement of concept from data to knowledge and the movement of web from document model to data model. The underlying idea is making the data machine understandable and processable. In the light of these trends, conciliation of Semantic and the Web is of paramount importance for further progress in the area. Web Semantics: Cutting Edge and Future Directions in Healthcare describes the three major components of the study of Semantic Web, namely Representation, Reasoning, and Security with a special focus on the healthcare domain. This book summarizes the trends and current research advances in web semantics, emphasizing the existing tools and techniques, methodologies, and research solutions. It provides easily comprehensible information on Web Semantics including semantics for data and semantics for services. Presents a comprehensive examination of the emerging research in areas of the semantic web, including ontological engineering, semantic annotation, reasoning and intelligent processing, semantic search paradigms, semantic web mining, and semantic sentiment analysis Helps readers understand key concepts in semantic web applications for biomedical engineering and healthcare, including mapping disparate knowledge bases, security issues, multilingual semantic web, and integrating databases with knowledge bases Includes coverage of key application areas of the semantic web, including clinical decision-making, biodiversity science, interactive healthcare, intelligent agent systems, decision support systems, and clinical natural language processing

Author : Farzin Forouzani Fard
Publisher : Elyasbook
Page : 547 pages
File Size : 46,7 Mb
Release : 2024-01-14
Category : Psychology
ISBN : 9786005727791

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Handbook of Artificial intelligence in psychology by Farzin Forouzani Fard Pdf

In the vast expanse of human understanding, few domains captivate and baffle as much as the interplay between artificial intelligence (AI) and the intricacies of human psychology. It signifies the merging of two separate realms, each teeming with its unique complexities, mysterious enigmas, and profound implications. Our journey through this book manifests as an exploration, a quest to reveal the intricate dimensions of intellect, language, emotions, cognition, character, and neuropsychology in this AI-defined era.

Author : Jadhav, Dipti,Chavan, Pallavi Vijay,Chaudhari, Sangita,Williams, Idongesit
Publisher : IGI Global
Page : 431 pages
File Size : 52,7 Mb
Release : 2024-02-14
Category : Medical
ISBN : 9798369310915

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Intelligent Solutions for Cognitive Disorders by Jadhav, Dipti,Chavan, Pallavi Vijay,Chaudhari, Sangita,Williams, Idongesit Pdf

Cognitive disorders are a growing concern, affecting individuals across the age spectrum and society. These disorders can profoundly disrupt daily life, and their timely diagnosis is crucial for effective intervention and care. As the prevalence of cognitive disorders continues to rise, the need for precise and early diagnosis has never been more pressing. Intelligent Solutions for Cognitive Disorders is a research-based book which delves into the intersection of medical science and technology, exploring the latest advancements in cognitive disorder diagnosis and treatment. This book assembles a multidisciplinary team of experts, including researchers, clinicians, and technologists, to address this challenge head-on. This book commences with an in-depth introduction to cognitive disorders, providing a solid foundation for readers of all backgrounds. It then navigates the role of intelligent systems in cognitive healthcare, unveiling the potential of artificial intelligence, machine learning, and deep learning techniques. The book highlights how these intelligent systems can enable the early and accurate detection of cognitive disorders, a pivotal factor in improving patients' quality of life. This book is an invaluable resource for technologists, researchers, linguists, data scientists, healthcare practitioners, medical professionals, and students seeking a comprehensive understanding of cognitive disorders and the role of intelligent technologies in their diagnosis and care.