Sentiment Analysis In The Medical Domain

Author : Kerstin Denecke
Publisher : Unknown
Page : 0 pages
File Size : 50,9 Mb
Release : 2023
Category : Electronic
ISBN : 3031301889

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Sentiment Analysis in the Medical Domain by Kerstin Denecke Pdf

Sentiment analysis deals with extracting information about opinions, sentiments, and even emotions conveyed by writers towards topics of interest. Medical sentiment analysis refers to the identification and analysis of sentiments or emotions expressed in free-textual documents with a scope on healthcare and medicine. This fascinating problem offers numerous application areas in the domain of medicine, but also research challenges. The book provides a comprehensive introduction to the topic. The primary purpose is to provide the necessary background on medical sentiment analysis, ranging from a description of the notions of medical sentiment to use cases that have been considered already and application areas of relevance. Medical sentiment analysis uses natural language processing (NLP), text analysis and machine learning to realise the process of extracting and classifying statements regarding expressed opinion and sentiment. The book offers a comprehensive overview on existing methods of sentiment analysis applied to healthcare resources or health-related documents. It concludes with open research avenues providing researchers indications which topics still have to be developed in more depth.

Author : Ranjan Satapathy,Erik Cambria,Amir Hussain
Publisher : Springer
Page : 134 pages
File Size : 40,7 Mb
Release : 2018-01-23
Category : Medical
ISBN : 9783319684680

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Sentiment Analysis in the Bio-Medical Domain by Ranjan Satapathy,Erik Cambria,Amir Hussain Pdf

The abundance of text available in social media and health-related forums and blogs have recently attracted the interest of the public health community to use these sources for opinion mining. This book presents a lexicon-based approach to sentiment analysis in the bio-medical domain, i.e., WordNet for Medical Events (WME). This book gives an insight in handling unstructured textual data and converting it to structured machine-processable data in the bio-medical domain. The readers will discover the following key novelties: 1) development of a bio-medical lexicon: WME expansion and WME enrichment with additional features.; 2) ensemble of machine learning and computational creativity; 3) development of microtext analysis techniques to overcome the inconsistency in social communication. It will be of interest to researchers in the fields of socially-intelligent human-machine interaction and biomedical text mining

Author : Kerstin Denecke
Publisher : Springer Nature
Page : 151 pages
File Size : 40,9 Mb
Release : 2023-05-24
Category : Medical
ISBN : 9783031301872

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Sentiment Analysis in the Medical Domain by Kerstin Denecke Pdf

Sentiment analysis deals with extracting information about opinions, sentiments, and even emotions conveyed by writers towards topics of interest. Medical sentiment analysis refers to the identification and analysis of sentiments or emotions expressed in free-textual documents with a scope on healthcare and medicine. This fascinating problem offers numerous application areas in the domain of medicine, but also research challenges. The book provides a comprehensive introduction to the topic. The primary purpose is to provide the necessary background on medical sentiment analysis, ranging from a description of the notions of medical sentiment to use cases that have been considered already and application areas of relevance. Medical sentiment analysis uses natural language processing (NLP), text analysis and machine learning to realise the process of extracting and classifying statements regarding expressed opinion and sentiment. The book offers a comprehensive overview on existing methods of sentiment analysis applied to healthcare resources or health-related documents. It concludes with open research avenues providing researchers indications which topics still have to be developed in more depth.

Author : Alexander Gelbukh
Publisher : Springer Nature
Page : 683 pages
File Size : 45,7 Mb
Release : 2023-02-25
Category : Language Arts & Disciplines
ISBN : 9783031243400

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Computational Linguistics and Intelligent Text Processing by Alexander Gelbukh Pdf

The two-volume set LNCS 13451 and 13452 constitutes revised selected papers from the CICLing 2019 conference which took place in La Rochelle, France, April 2019. The total of 95 papers presented in the two volumes was carefully reviewed and selected from 335 submissions. The book also contains 3 invited papers. The papers are organized in the following topical sections: General, Information extraction, Information retrieval, Language modeling, Lexical resources, Machine translation, Morphology, sintax, parsing, Name entity recognition, Semantics and text similarity, Sentiment analysis, Speech processing, Text categorization, Text generation, and Text mining.

Author : Siuly Siuly,Ickjai Lee,Zhisheng Huang,Rui Zhou,Hua Wang,Wei Xiang
Publisher : Springer
Page : 199 pages
File Size : 47,7 Mb
Release : 2018-09-21
Category : Medical
ISBN : 9783030010782

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Health Information Science by Siuly Siuly,Ickjai Lee,Zhisheng Huang,Rui Zhou,Hua Wang,Wei Xiang Pdf

This book constitutes the refereed proceedings of the 7th International Conference on Health Information Science, HIS 2018, held in Cairns, QLD, Australia, in October 2018. The 13 full papers and 5 short papers presented were carefully reviewed and selected from 43 submissions. The papers feature multidisciplinary research results in health information science and systems that support health information management and health service delivery. They relate to all aspects of the conference scope, such as medical/health/biomedicine information resources such as patient medical records, devices and equipments, software and tools to capture, store, retrieve, process, analyze, and optimize the use of information in the health domain; data management, data mining, and knowledge discovery, management of public health, examination of standards, privacy and security issues; computer visualization and artificial intelligence for computer aided diagnosis; development of new architectures and applications for health information systems.

Author : Giner Alor-Hernández,José Luis Sánchez-Cervantes,Alejandro Rodríguez-González,Rafael Valencia-García
Publisher : Springer
Page : 292 pages
File Size : 41,5 Mb
Release : 2019-01-17
Category : Technology & Engineering
ISBN : 9783030061494

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Current Trends in Semantic Web Technologies: Theory and Practice by Giner Alor-Hernández,José Luis Sánchez-Cervantes,Alejandro Rodríguez-González,Rafael Valencia-García Pdf

This book presents innovative and high-quality research regarding the implementation of Semantic Web technologies for knowledge representation and developing intelligent applications in various domains. Semantic Web technologies have inspired many people to create innovative technologies and applications for knowledge representation, Semantic Searches, NLP and Social Networks. The goal of this book is to collect and consolidate novel and high-quality research contributions on Semantic Web technologies and their theoretical and practical application to a range of different domains. In addition to researchers, the book offers a valuable resource for PhD students, master and undergraduate students in IT-related fields such as Computer Science and Information Systems.

Author : Kerstin Denecke
Publisher : Springer
Page : 168 pages
File Size : 45,5 Mb
Release : 2015-08-31
Category : Medical
ISBN : 9783319205823

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Health Web Science by Kerstin Denecke Pdf

This book introduces the field of Health Web Science and presents methods for information gathering from written social media data. It explores the availability and utility of the personal medical information shared on social media platforms and determines ways to apply this largely untapped information source to healthcare systems and public health monitoring. Introducing an innovative concept for integrating social media data with clinical data, it addresses the crucial aspect of combining experiential data from social media with clinical evidence, and explores how the variety of available social media content can be analyzed and implemented. The book tackles a range of topics including social media’s role in healthcare, the gathering of shared information, and the integration of clinical and social media data. Application examples of social media for health monitoring, along with its usage in patient treatment are also provided. The book also considers the ethical and legal issues of gathering and utilizing social media data, along with the risks and challenges that must be considered when integrating social media data into healthcare choices. With an increased interest internationally in E-Health, Health 2.0, Medicine 2.0 and the recent birth of the discipline of Web Science, this book will be a valuable resource for researchers and practitioners investigating this emerging topic.

Author : G. Ranganathan,Youssouf EL Allioui,Selwyn Piramuthu
Publisher : Springer Nature
Page : 921 pages
File Size : 46,7 Mb
Release : 2023-07-19
Category : Technology & Engineering
ISBN : 9789819936083

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Soft Computing for Security Applications by G. Ranganathan,Youssouf EL Allioui,Selwyn Piramuthu Pdf

This book features selected papers from the International Conference on Soft Computing for Security Applications (ICSCS 2023), held at Dhirajlal Gandhi College of Technology, Tamil Nadu, India, during April 21–22, 2023. It covers recent advances in the field of soft computing techniques such as fuzzy logic, neural network, support vector machines, evolutionary computation, machine learning, and probabilistic reasoning to solve various real-time challenges. The book presents innovative work by leading academics, researchers, and experts from industry.

Author : Mostafa Ezziyyani
Publisher : Springer Nature
Page : 458 pages
File Size : 44,6 Mb
Release : 2024-06-29
Category : Electronic
ISBN : 9783031523854

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International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2023) by Mostafa Ezziyyani Pdf

Author : Leona Gilbert
Publisher : Springer Nature
Page : 282 pages
File Size : 48,8 Mb
Release : 2024-01-02
Category : Science
ISBN : 9781071635612

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Borrelia burgdorferi by Leona Gilbert Pdf

This volume covers the latest advancements and techniques used to understand the fastidious bacterium, Borrelia burgdorferi, and its significance in infectious disorders by combining both conventional and cutting-edge approaches. This book covers diverse topics, including direct detection, diagnostic methods, immune response analysis, alternative model systems, advanced proteomics, social media analysis, and clinical research. It also discusses unconventional wet lab research such as content analysis, the use of ChatGPT, clinical algorithms for chronic Lyme, establishment of a pregnancy Lyme disease biobank, and investigates Lyme in pregnant women. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and comprehensive, Borrelia burgdorferi: Methods and Protocols encompasses a wide range of techniques and caters to scientists from various disciplines and career stages, such as cell and molecular biologists, statisticians, and clinical researchers.

Author : Sarika Jain,Sven Groppe,Bharat K. Bhargava
Publisher : Springer Nature
Page : 330 pages
File Size : 49,7 Mb
Release : 2023-03-31
Category : Computers
ISBN : 9789811971266

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Semantic Intelligence by Sarika Jain,Sven Groppe,Bharat K. Bhargava Pdf

This book constitutes refereed proceedings of the 2nd International Semantic Intelligence Conference (ISIC 2022). This book covers a wide range of topics, including semantic web engineering, ontology-based data access, multimodal and multilingual access, machine-to-machine communications and interoperability, knowledge extraction and ontology learning from the web, computational paradigms and computational intelligence, distributed and mobile systems, and many others. This book includes novel contributions and the latest developments from researchers across industry and academia. This book serves as a valuable reference resource for academics and researchers across the globe.

Author : Mohamed Abd Elaziz,Mohammed A. A. Al-qaness,Ahmed A. Ewees,Abdelghani Dahou
Publisher : Springer Nature
Page : 209 pages
File Size : 46,8 Mb
Release : 2019-11-29
Category : Technology & Engineering
ISBN : 9783030346140

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Recent Advances in NLP: The Case of Arabic Language by Mohamed Abd Elaziz,Mohammed A. A. Al-qaness,Ahmed A. Ewees,Abdelghani Dahou Pdf

In light of the rapid rise of new trends and applications in various natural language processing tasks, this book presents high-quality research in the field. Each chapter addresses a common challenge in a theoretical or applied aspect of intelligent natural language processing related to Arabic language. Many challenges encountered during the development of the solutions can be resolved by incorporating language technology and artificial intelligence. The topics covered include machine translation; speech recognition; morphological, syntactic, and semantic processing; information retrieval; text classification; text summarization; sentiment analysis; ontology construction; Arabizi translation; Arabic dialects; Arabic lemmatization; and building and evaluating linguistic resources. This book is a valuable reference for scientists, researchers, and students from academia and industry interested in computational linguistics and artificial intelligence, especially for Arabic linguistics and related areas.

Author : António Cunha,Nuno M. Garcia,Jorge Marx Gómez,Sandra Pereira
Publisher : Springer Nature
Page : 384 pages
File Size : 41,7 Mb
Release : 2023-05-13
Category : Medical
ISBN : 9783031320293

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Wireless Mobile Communication and Healthcare by António Cunha,Nuno M. Garcia,Jorge Marx Gómez,Sandra Pereira Pdf

This book constitutes the refereed post-conference proceedings of the 11th International Conference on Wireless Mobile Communication and Healthcare, MobiHealth 2022, held in November 30 – December 2, 2022, Via Virtual. The 28 full papers, 1 Demo paper and 1 Poster paper of MobiHealth 2022 were carefully selected from 75 submissions and present science and technology aspects in the field of wireless communication, mobile computing and healthcare applications. The conference papers are organized in topical sections on Biomedical, and Health Informatics, Health Information Systems, Medical, Communications and Networking, Signal/Data Processing and Computing For Health Systems.

Author : Sharaff, Aakanksha,Sinha, G. R.,Bhatia, Surbhi
Publisher : IGI Global
Page : 311 pages
File Size : 48,8 Mb
Release : 2021-06-25
Category : Computers
ISBN : 9781799880639

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New Opportunities for Sentiment Analysis and Information Processing by Sharaff, Aakanksha,Sinha, G. R.,Bhatia, Surbhi Pdf

Multinational organizations have begun to realize that sentiment mining plays an important role for decision making and market strategy. The revolutionary growth of digital marketing not only changes the market game, but also brings forth new opportunities for skilled professionals and expertise. Currently, the technologies are rapidly changing, and artificial intelligence (AI) and machine learning are contributing as game-changing technologies. These are not only trending but are also increasingly popular among data scientists and data analysts. New Opportunities for Sentiment Analysis and Information Processing provides interdisciplinary research in information retrieval and sentiment analysis including studies on extracting sentiments from textual data, sentiment visualization-based dimensionality reduction for multiple features, and deep learning-based multi-domain sentiment extraction. The book also optimizes techniques used for sentiment identification and examines applications of sentiment analysis and emotion detection. Covering such topics as communication networks, natural language processing, and semantic analysis, this book is essential for data scientists, data analysts, IT specialists, scientists, researchers, academicians, and students.

Author : Dipankar Das,Anup Kumar Kolya,Abhishek Basu,Soham Sarkar
Publisher : Academic Press
Page : 272 pages
File Size : 41,7 Mb
Release : 2023-07-14
Category : Computers
ISBN : 9780323906371

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Computational Intelligence Applications for Text and Sentiment Data Analysis by Dipankar Das,Anup Kumar Kolya,Abhishek Basu,Soham Sarkar Pdf

Approx.330 pages Approx.330 pages