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Natural Language Processing for Healthcare

The Rise of Intelligent Assistants

Paperback Engels 2026 9780443452529
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Natural Language Processing for Healthcare: The Rise of Intelligent Assistants addresses the critical gap between cutting-edge AI research and its practical applications in healthcare, offering an accessible guide tailored to the unique challenges of medical environments. It highlights how NLP technologies are revolutionizing patient care, medical documentation, and clinical decision-making while emphasizing ethical, legal, and interoperability considerations. Structured into four sections, the book begins by laying foundational knowledge in NLP and healthcare data, covering concepts such as tokenization, medical ontologies like UMLS and SNOMED CT, machine learning models, including BioBERT and ClinicalBERT, and emerging impacts of large language models like GPT.

The applications section explores real-world implementations of intelligent assistants, such as virtual health chatbots, clinical documentation tools, conversational AI for patient engagement, and voice recognition integrated into electronic health records. Technical chapters provide insights into system architectures, evaluation metrics, data privacy, security, and interoperability standards like FHIR. The final section looks ahead to future directions including multilingual NLP, federated learning for privacy preservation, and the evolving landscape of AI-driven healthcare assistants. This book is an indispensable resource for a broad audience.

Specificaties

ISBN13:9780443452529
Taal:Engels
Bindwijze:Paperback

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Inhoudsopgave

Section I: Foundations of NLP in Healthcare<br>1. The Digital Health Revolution: Natural Language Processing Technologies Reshaping Patient Care and Medical Documentation<br>2. Large Language Models and Generative AI in Healthcare: Multimodal Intelligence, Clinical Integration, and the Future of Medical Practice<br>3. Navigating the Utility of Generative Artificial Intelligence in Healthcare Delivery<br>4. GENERATIVE ARTIFICIAL INTELLIGENCE IN MEDICINE<br><br>Section II: Core Technologies and Approaches<br>5. Advancing Patient Care with Conversational AI: Applications, Challenges, and Future Directions<br>6. The Voice Revolution in Medicine: Reshaping Clinical Workflows with Voice Assistants and Speech Recognition<br>7. MACHINES THAT UNDERSTAND ILLNESS: Natural Language Processing based hospital kiosk systems<br>8. Telehealth Workspaces for Healthcare Providers<br><br>Section III: Applications and Case Studies<br>9. AI-Driven Innovations in Infectious Disease Detection and Control<br>10. Depression Identification from Social Media using n-gram based Deep Neural Network<br>11. HeaLytix: Comparative Analysis of Classification Algorithms and Deep Learning Optimizers For Cardiac Disease Detection<br>12. 3D U-Net based Segmentation of Liver Vessels from Computed Tomography Images<br>13. Revolutionizing Patient Care with Digital Twins: A Smart Healthcare Perspective<br><br>Section IV: Global, Ethical, and Technical Challenges<br>14. Legal And Regulatory Compliance In Digital Twin - Enabled Healthcare<br>15. Multilingual NLP, Personalisation, and Global Health<br>16. AI for Multilingual, Human Centered Personalization, and Public Health<br>17. Data Privacy, Security, and Ethics in Medical NLP<br>18. Federated Learning, Explainability, and the Road Ahead

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€ 224,19
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        Natural Language Processing for Healthcare