Natural Language Processing In Healthcare
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Natural Language Processing In Healthcare
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Author : Satya Ranjan Dash
language : en
Publisher: CRC Press
Release Date : 2022-09-13
Natural Language Processing In Healthcare written by Satya Ranjan Dash and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-13 with Computers categories.
Natural Language Processing In Healthcare: A Special Focus on Low Resource Languages covers the theoretical and practical aspects as well as ethical and social implications of NLP in healthcare. It showcases the latest research and developments contributing to the rising awareness and importance of maintaining linguistic diversity. The book goes on to present current advances and scenarios based on solutions in healthcare and low resource languages and identifies the major challenges and opportunities that will impact NLP in clinical practice and health studies.
Natural Language Processing In Healthcare
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Author : Satya Ranjan Dash
language : en
Publisher: CRC Press
Release Date : 2022-09-13
Natural Language Processing In Healthcare written by Satya Ranjan Dash and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-13 with Computers categories.
Natural Language Processing In Healthcare: A Special Focus on Low Resource Languages covers the theoretical and practical aspects as well as ethical and social implications of NLP in healthcare. It showcases the latest research and developments contributing to the rising awareness and importance of maintaining linguistic diversity. The book goes on to present current advances and scenarios based on solutions in healthcare and low resource languages and identifies the major challenges and opportunities that will impact NLP in clinical practice and health studies.
Nlp Natural Language Processing In Bioinformatics Healthcare Applications
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Author : Dr. Omar Isam Al Mrayat
language : en
Publisher: Xoffencer International Book Publication House
Release Date : 2024-12-31
Nlp Natural Language Processing In Bioinformatics Healthcare Applications written by Dr. Omar Isam Al Mrayat and has been published by Xoffencer International Book Publication House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-31 with Computers categories.
It is possible for healthcare systems to link all of the individuals engaged in healthcare and enhance the quality of treatment they deliver with the assistance of emerging technologies such as blockchain, artificial intelligence, big data, cloud/edge computing, and the internet of things (IoT). There are three primary groups that comprise smart healthcare: the general public, healthcare providers, and other parties participating in the healthcare sector. Smart healthcare is comprised of these three categories. There are many instances of representative smart healthcare scenarios that are important to the participants. Some examples include smart homes, hospitals, healthcare administration, public health, rehabilitation therapy, intelligent life science research and development, and so on. Natural language processing (NLP) is a subfield of artificial intelligence and computer science that emphasises on the automated representation, analysis, and understanding of human language. There has been a meteoric rise in the popularity of natural language processing (NLP) over the last several years, which has piqued the attention of a number of academic organizations. Natural language processing (NLP) is essential to the delivery of intelligent healthcare since human language serves as a universal data input technique for intelligent medical systems. Understanding human language and communicating with people is made possible by natural language processing (NLP). Speaking and writing are both essential components of natural language; the former includes items like dictionaries, essays
Demystifying The Role Of Natural Language Processing Nlp In Mental Health
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Author : Mishra, Ashutosh
language : en
Publisher: IGI Global
Release Date : 2025-03-13
Demystifying The Role Of Natural Language Processing Nlp In Mental Health written by Mishra, Ashutosh and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-13 with Medical categories.
Natural Language Processing (NLP) is transforming mental health care by enabling early detection, diagnosis, and intervention for conditions such as depression, PTSD, and suicidal ideation. Advanced AI models like BioBERT and Med-BERT help analyze speech patterns, cognitive behaviors, and psychological markers to support medical practitioners in providing more effective and timely care. By leveraging deep learning and AI-driven assessments, NLP can enhance behavioral monitoring, improve treatment personalization, and optimize mental health interventions. As global mental health challenges continue to rise, integrating NLP into healthcare systems presents a crucial step toward more accessible, data-driven, and proactive mental health support. Demystifying the Role of Natural Language Processing (NLP) in Mental Health explores the latest advancements in NLP for mental health care, highlighting its role in diagnosing and treating conditions like depression, PTSD, and suicidal ideation. It examines AI-driven models, speech analysis, and behavioral monitoring techniques that enhance early intervention and personalized treatment strategies. Covering topics such as suicidal identification, emotional recognition, and patient response, this book is an excellent resource for mental health practitioners, medical practitioners, social workers, computer scientists, professionals, researchers, scholars, academicians, and more.
Transformative Natural Language Processing
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Author : Akshi Kumar
language : en
Publisher: Springer Nature
Release Date : 2025-06-16
Transformative Natural Language Processing written by Akshi Kumar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-16 with Computers categories.
The evolving landscape of technology has presented numerous opportunities for addressing some of the most critical challenges in high-stakes domains such as medicine, law, and finance. These fields, where the stakes are exceptionally high, have increasingly turned to Natural Language Processing (NLP) to manage, interpret, and utilize vast amounts of unstructured linguistic data. The complexities and subtleties inherent in human language pose significant challenges in these sectors, where precision and clarity are paramount. Misinterpretation or ambiguity can lead to far-reaching consequences, making the need for advanced NLP techniques crucial. This book aims to bridge the gap between state-of-the-art NLP technologies and their practical applications in medicine, law, and finance. By focusing on the specific challenges and advancements within these sectors, the publication intends to highlight innovative approaches, methodologies, and technologies that are shaping the future of NLP. It discusses the integration of NLP with other technological advancements, the development of new tools and techniques, and the ethical considerations involved in deploying NLP solutions in high-stakes domains. Moreover, the book provides a platform for researchers, practitioners, and industry experts to share their experiences, insights, and research findings. Through comprehensive reviews, case studies, and empirical research, it covers a range of topics including but not limited to handling uncertainty in clinical notes, approaches for dealing with ambiguity in legal documents, sentiment analysis in financial markets, and ethical considerations in the use of NLP for sensitive data.
Natural Language Processing In Ai
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Author : Balasubramani Murugesan
language : en
Publisher: Xoffencer international book publication house
Release Date : 2024-09-06
Natural Language Processing In Ai written by Balasubramani Murugesan and has been published by Xoffencer international book publication house this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-06 with Computers categories.
It is not the words themselves that provide the essential power of language; rather, it is the spaces between the words, as well as the order and combination of other words. At times, meaning may be found under the surface of the words themselves, in the intention and feeling that led to the formation of that specific combination of words. One of the most important skills for an empathic and emotionally intelligent listener or reader of natural language, whether it be human or computer, is the ability to comprehend the meaning that lies underneath the actual words.1. As is the case with concepts and thoughts, the creation of depth, information, and complexity is achieved via the links that exist between words. Once you have a firm grip on the meaning of individual words and a number of ingenious ways to tie them together, the next question is how you can dig underneath them and evaluate the meaning of a combination of words using something that is more flexible than counting the number of n-gram matches possible? How is it possible to extract meaning and emotion from a string of words, which is referred to as latent semantic information, so that you can use it for something? What's even more ambitious is the question of how to bestow that concealed meaning onto language that was produced by a calculating machine that is cold. Even just the term "machine-generated text" evokes a sense of fear since it conjures up images of a hollow, tinny voice releasing a broken list of words. The argument may be conveyed by machines, but they are not capable of much more than that. Where are we lacking? The manner in which a person communicates, the flow of their speech, and the personality that you anticipate from them in even the briefest of exchanges. The intricacies that are there may be found between the words, underneath the words, and in the patterns that are produced by the words themselves. When a person communicates, they will begin to establish patterns in both their voice and their written words. The really exceptional authors and public presenters will intentionally exploit these patterns, and they will do so to great advantage.
Natural Language Processing Exam Prep
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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2024-10-26
Natural Language Processing Exam Prep written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with Study Aids categories.
Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com
Natural Language Processing On Oracle Cloud Infrastructure
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Author : Hicham Assoudi
language : en
Publisher: Springer Nature
Release Date : 2024-12-18
Natural Language Processing On Oracle Cloud Infrastructure written by Hicham Assoudi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-18 with Computers categories.
This book demonstrates how to use Oracle Cloud Infrastructure (OCI) and Hugging Face technologies to develop advanced NLP solutions. Through a practical case study, it addresses common NLP challenges and offers strategies for creating efficient, cost-effective transformer-based models. By the end of this book, you will have the skills and knowledge to create cutting-edge NLP solutions on OCI, customized to meet the needs of various industries and projects. The book takes you through the complete NLP solution life cycle—covering data preparation, model fine-tuning, deployment, and monitoring—while highlighting key topics such as cost-effectiveness and responsible AI for NLP implementations. Drawing from real-world experience and offering practical insights, it bridges the gap between theory and practice, equipping you to design and deploy scalable, cost-efficient NLP solutions. What You Will Learn Master key NLP concepts and the OCI ecosystem Create high-quality datasets using Hugging Face and OCI Data Labeling Service Fine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook Sessions Deploy and operationalize your models with OCI Data Science Model Deployments Automate the NLP life cycle with OCI Data Science Pipelines Implement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deployment Who This Book Is For A diverse audience interested in implementing NLP solutions on Oracle Cloud Infrastructure: NLP practitioners, data scientists, and machine learning engineers who want to learn how to leverage Oracle AI and Hugging Face to implement an end-to-end NLP solution life cycle, from data preparation to model deployment; Oracle practitioners who want to expand their Oracle expertise by exploring OCI's advanced capabilities for building and scaling cutting-edge NLP solutions in enterprise environments; business decision makers who want to discover the strategic benefits of NLP solutions on OCI, including cost-effectiveness and responsible AI, while driving business value
Mastering Natural Language Processing
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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date :
Mastering Natural Language Processing written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Unveil the Secrets of Language Understanding and Generation In the realm of artificial intelligence and communication, Natural Language Processing (NLP) stands as a transformative force that bridges the gap between humans and machines. "Mastering Natural Language Processing" is your definitive guide to comprehending and harnessing the potential of this dynamic field, empowering you to create intelligent language-based applications with precision. About the Book: As technology evolves, the ability to understand and generate human language becomes increasingly essential. "Mastering Natural Language Processing" offers a comprehensive exploration of NLP—a crucial discipline in the world of AI and communication. This book caters to both beginners and experienced learners aiming to excel in NLP concepts, techniques, and applications. Key Features: NLP Fundamentals: Begin by understanding the core principles of Natural Language Processing. Learn about linguistic concepts, tokenization, and language models. Text Classification and Sentiment Analysis: Dive into text analysis techniques. Explore methods for classifying text and determining sentiment, enabling you to understand user opinions and emotions. Named Entity Recognition: Grasp the art of identifying entities in text. Understand how to extract names, places, dates, and other crucial information from unstructured data. Language Generation: Explore techniques for generating human-like language. Learn how to create chatbots, language models, and automated content. Machine Translation: Understand the significance of machine translation. Learn how to build systems that translate text between languages with accuracy. Speech Recognition: Delve into the realm of speech recognition. Explore techniques for converting spoken language into text, enabling voice interfaces and transcription. Question Answering Systems: Grasp the power of question-answering systems. Learn how to build applications that provide answers to user questions based on available data. Real-World Applications: Gain insights into how NLP is applied across industries. From customer service to healthcare, discover the diverse applications of natural language processing. Why This Book Matters: In an age of communication and interaction, mastering NLP offers a competitive advantage. "Mastering Natural Language Processing" empowers data scientists, developers, and technology enthusiasts to leverage NLP concepts, enabling them to create intelligent language-based applications that enhance user experiences and drive innovation. Revolutionize Communication with AI: In the landscape of artificial intelligence, Natural Language Processing is transforming how humans and machines interact. "Mastering Natural Language Processing" equips you with the knowledge needed to leverage NLP concepts, enabling you to create intelligent language-based applications that bridge communication gaps and redefine possibilities. Whether you're a seasoned practitioner or new to the world of NLP, this book will guide you in building a solid foundation for effective language-based solutions. Your journey to mastering Natural Language Processing starts here. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com
Natural Language Processing In Biomedicine
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Author : Hua Xu
language : en
Publisher: Springer Nature
Release Date : 2024-06-08
Natural Language Processing In Biomedicine written by Hua Xu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-08 with Medical categories.
This textbook covers broad topics within the application of natural language processing (NLP) in biomedicine, and provides in-depth review of the NLP solutions that reveal information embedded in biomedical text. The need for biomedical NLP research and development has grown rapidly in the past two decades as an important field in cognitive informatics. Natural Language Processing in Biomedicine: A Practical Guide introduces the history of the biomedical NLP field and takes the reader through the basic aspects of NLP including different levels of linguistic information and widely used machine learning and deep learning algorithms. The book details common biomedical NLP tasks, such as named entity recognition, concept normalization, relation extraction, text classification, information retrieval, and question answering. The book illustrates the tasks with real-life use cases and introduces real-world datasets, novel machine learning and deep learning algorithms, and large language models. Relevant resources for corpora and medical terminologies are also introduced. The final chapters are devoted to discussing applications of biomedical NLP in healthcare and life sciences. This textbook therefore represents essential reading for students in biomedical informatics programs, as well as for professionals who are conducting research or building biomedical NLP systems.