BOOKS - Computational Intelligence and Blockchain in Biomedical and Health Informatic...
Computational Intelligence and Blockchain in Biomedical and Health Informatics - Pankaj Bhambri, Sita Rani, Muhammad Fahim 2024 PDF CRC Press BOOKS
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Computational Intelligence and Blockchain in Biomedical and Health Informatics
Author: Pankaj Bhambri, Sita Rani, Muhammad Fahim
Year: 2024
Pages: 361
Format: PDF
File size: 30.6 MB
Language: ENG



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Book Description: This book explores the intersection of computational intelligence and blockchain technology in biomedical and health informatics, discussing their potential applications and challenges. It covers topics such as data privacy and security, artificial intelligence, machine learning, natural language processing, and distributed ledger technology. The book provides insights into how these technologies can be used to improve patient care, streamline clinical workflows, and reduce healthcare costs. It also examines the ethical implications of using these technologies in healthcare and the importance of addressing issues related to data ownership, consent, and access. The book begins by introducing the concept of computational intelligence and its role in biomedical and health informatics, followed by an overview of blockchain technology and its potential applications in healthcare. The next section delves into the specific applications of computational intelligence and blockchain technology in various areas of healthcare, including telemedicine, medical imaging, and personalized medicine. The following sections explore the challenges and limitations of these technologies, including data privacy and security concerns, and the need for ethical considerations in their use. The final section looks at the future of computational intelligence and blockchain technology in healthcare and their potential impact on the field. Book Outline: I. Introduction * Computational Intelligence and Biomedical Informatics * Blockchain Technology and Health Informatics II. Applications of Computational Intelligence in Healthcare * Telemedicine * Medical Imaging * Personalized Medicine III.
Эта книга исследует пересечение вычислительного интеллекта и блокчейн-технологий в биомедицинской и медицинской информатике, обсуждая их потенциальные применения и проблемы. Он охватывает такие темы, как конфиденциальность и безопасность данных, искусственный интеллект, машинное обучение, обработка естественного языка и технология распределенных реестров. Книга дает представление о том, как эти технологии могут быть использованы для улучшения ухода за пациентами, оптимизации клинических рабочих процессов и сокращения расходов на здравоохранение. В нем также рассматриваются этические последствия использования этих технологий в здравоохранении и важность решения проблем, связанных с владением данными, согласием и доступом. Книга начинается с представления концепции вычислительного интеллекта и его роли в биомедицинской и медицинской информатике, после чего следует обзор технологии блокчейн и ее потенциальных применений в здравоохранении. В следующем разделе рассматриваются конкретные применения вычислительной аналитики и блокчейн-технологий в различных областях здравоохранения, включая телемедицину, медицинскую визуализацию и персонализированную медицину. В следующих разделах рассматриваются проблемы и ограничения этих технологий, включая проблемы конфиденциальности и безопасности данных, а также необходимость этических соображений при их использовании. В последнем разделе рассматривается будущее вычислительного интеллекта и блокчейн-технологий в здравоохранении и их потенциальное влияние на поле. Структура книги: I. Введение * Вычислительный интеллект и биомедицинская информатика * Технология блокчейна и информатика здравоохранения II. Применение вычислительного интеллекта в здравоохранении * Телемедицина * Медицинская визуализация * Персонализированная медицина III.
Ce livre explore l'intersection entre l'intelligence computationnelle et les technologies blockchain dans l'informatique biomédicale et médicale, en discutant de leurs applications potentielles et de leurs défis. Il couvre des sujets tels que la confidentialité et la sécurité des données, l'intelligence artificielle, l'apprentissage automatique, le traitement du langage naturel et la technologie des registres distribués. livre donne un aperçu de la façon dont ces technologies peuvent être utilisées pour améliorer les soins aux patients, optimiser les processus cliniques et réduire les coûts des soins de santé. Il examine également les implications éthiques de l'utilisation de ces technologies dans les soins de santé et l'importance de relever les défis liés à la propriété, au consentement et à l'accès aux données. livre commence par une présentation du concept de l'intelligence informatique et de son rôle dans l'informatique biomédicale et médicale, suivie d'un examen de la technologie blockchain et de ses applications potentielles dans les soins de santé. La section suivante traite des applications spécifiques de l'analyse informatique et des technologies blockchain dans divers domaines de la santé, y compris la télémédecine, l'imagerie médicale et la médecine personnalisée. s sections suivantes examinent les défis et les limites de ces technologies, y compris les questions de confidentialité et de sécurité des données, ainsi que la nécessité de considérations éthiques dans leur utilisation. La dernière section traite de l'avenir de l'intelligence informatique et des technologies blockchain dans les soins de santé et de leur impact potentiel sur le domaine. Structure du livre : I. Introduction * Intelligence computationnelle et informatique biomédicale * Technologie blockchain et informatique de la santé II. Application de l'intelligence computationnelle aux soins de santé * Télémédecine * Imagerie médicale * Médecine personnalisée III.
Este libro explora la intersección entre la inteligencia computacional y la tecnología blockchain en la informática biomédica y médica, discutiendo sus posibles aplicaciones y problemas. Abarca temas como privacidad y seguridad de datos, inteligencia artificial, aprendizaje automático, procesamiento de lenguaje natural y tecnología de registros distribuidos. libro ofrece una visión de cómo se pueden utilizar estas tecnologías para mejorar la atención al paciente, optimizar los flujos de trabajo clínicos y reducir los costes sanitarios. También aborda las implicaciones éticas del uso de estas tecnologías en la salud y la importancia de abordar los problemas relacionados con la posesión de datos, el consentimiento y el acceso. libro comienza presentando el concepto de inteligencia computacional y su papel en la informática biomédica y médica, seguido de una revisión de la tecnología blockchain y sus posibles aplicaciones en salud. En la siguiente sección se analizan las aplicaciones específicas de la analítica computacional y la tecnología blockchain en diferentes áreas de la salud, incluyendo telemedicina, imágenes médicas y medicina personalizada. siguientes secciones abordan los problemas y limitaciones de estas tecnologías, incluidos los problemas de privacidad y seguridad de los datos, así como la necesidad de consideraciones éticas en su uso. Esta última sección aborda el futuro de la inteligencia computacional y la tecnología blockchain en la atención médica y su potencial impacto en el campo. Estructura del libro: I. Introducción * Inteligencia computacional e informática biomédica * Tecnología blockchain e informática sanitaria II. Aplicaciones de inteligencia computacional en la atención sanitaria * Telemedicina * Imágenes médicas * Medicina personalizada III.
Questo libro esamina l'intersezione tra intelligenza informatica e tecnologia blockchain nell'informatica biomedica e medica, discutendo le loro potenziali applicazioni e problemi. Include temi quali la privacy e la sicurezza dei dati, l'intelligenza artificiale, l'apprendimento automatico, l'elaborazione del linguaggio naturale e la tecnologia dei registri distribuiti. Il libro fornisce un'idea di come queste tecnologie possano essere utilizzate per migliorare la cura dei pazienti, ottimizzare i flussi di lavoro clinici e ridurre i costi sanitari. tratta inoltre degli effetti etici dell'utilizzo di queste tecnologie nell'ambito della sanità pubblica e dell'importanza di affrontare i problemi legati alla gestione dei dati, al consenso e all'accesso. Il libro inizia con una visione del concetto di intelligenza computazionale e del suo ruolo nell'informatica biomedica e medica, seguita da una panoramica della tecnologia blockchain e delle sue potenziali applicazioni nel settore sanitario. Nella sezione seguente vengono illustrate specifiche applicazioni di analisi informatiche e tecnologie blockchain in diversi settori sanitari, tra cui la telemedicina, l'imaging medico e la medicina personalizzata. seguenti sezioni affrontano i problemi e le limitazioni di queste tecnologie, tra cui la privacy e la sicurezza dei dati, nonché la necessità di considerazioni etiche quando vengono utilizzate. Quest'ultima sezione affronta il futuro dell'intelligenza computazionale e della tecnologia blockchain nel settore sanitario e il loro potenziale impatto sul campo. Struttura del libro: I. Introduzione * Intelligenza computazionale e informatica biomedica * Tecnologia blockchain e informatica sanitaria II. Applicazione dell'intelligenza informatica nella salute * Telemedicina * Visualizzazione medica * Medicina personalizzata III.
Dieses Buch untersucht die Schnittstelle von Computational Intelligence und Blockchain-Technologien in der biomedizinischen und medizinischen Informatik und diskutiert ihre möglichen Anwendungen und Herausforderungen. Es deckt Themen wie Datenschutz und Datensicherheit, künstliche Intelligenz, maschinelles rnen, natürliche Sprachverarbeitung und verteilte dger-Technologie ab. Das Buch gibt einen Einblick, wie diese Technologien zur Verbesserung der Patientenversorgung, zur Optimierung klinischer Arbeitsabläufe und zur Senkung der Gesundheitskosten eingesetzt werden können. Es befasst sich auch mit den ethischen Implikationen der Verwendung dieser Technologien im Gesundheitswesen und der Bedeutung der Lösung von Problemen im Zusammenhang mit Dateneigentum, Zustimmung und Zugang. Das Buch beginnt mit einer Einführung in das Konzept der Computational Intelligence und ihre Rolle in der biomedizinischen und medizinischen Informatik, gefolgt von einem Überblick über die Blockchain-Technologie und ihre potenziellen Anwendungen im Gesundheitswesen. Der folgende Abschnitt befasst sich mit den spezifischen Anwendungen von Computational Analytics und Blockchain-Technologien in verschiedenen Bereichen des Gesundheitswesens, einschließlich Telemedizin, medizinischer Bildgebung und personalisierter Medizin. Die folgenden Abschnitte befassen sich mit den Herausforderungen und Grenzen dieser Technologien, einschließlich der Datenschutz- und Datensicherheitsprobleme sowie der Notwendigkeit ethischer Überlegungen bei ihrer Verwendung. Der letzte Abschnitt befasst sich mit der Zukunft der Computerintelligenz und der Blockchain-Technologie im Gesundheitswesen und ihren möglichen Auswirkungen auf das Feld. Buchstruktur: I. Einführung * Computational Intelligence and Biomedical Informatics * Blockchain-Technologie und Gesundheitsinformatik II. Anwendung von Computational Intelligence im Gesundheitswesen * Telemedizin * Medizinische Bildgebung * Personalisierte Medizin III.
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Bu kitap, biyomedikal ve sağlık bilişiminde hesaplamalı zeka ve blok zincir teknolojilerinin kesişimini araştırıyor, potansiyel uygulamalarını ve zorluklarını tartışıyor. Veri gizliliği ve güvenliği, yapay zeka, makine öğrenimi, doğal dil işleme ve dağıtılmış defter teknolojisi gibi konuları kapsar. Kitap, bu teknolojilerin hasta bakımını iyileştirmek, klinik iş akışlarını kolaylaştırmak ve sağlık maliyetlerini azaltmak için nasıl kullanılabileceği konusunda fikir vermektedir. Ayrıca, bu teknolojilerin sağlık hizmetlerinde kullanılmasının etik etkilerini ve veri sahipliği, onay ve erişim ile ilgili sorunları ele almanın önemini ele almaktadır. Kitap, hesaplamalı zeka kavramını ve biyomedikal ve sağlık bilişimindeki rolünü tanıtarak başlar, ardından blockchain teknolojisine ve sağlık alanındaki potansiyel uygulamalarına genel bir bakış sunar. Aşağıdaki bölümde, teletıp, tıbbi görüntüleme ve kişiselleştirilmiş tıp dahil olmak üzere çeşitli sağlık alanlarında hesaplamalı analitik ve blockchain teknolojilerinin belirli uygulamaları incelenmektedir. Aşağıdaki bölümler, gizlilik ve veri güvenliği endişeleri de dahil olmak üzere bu teknolojilerin zorluklarını ve sınırlamalarını ve bunları kullanırken etik hususlara duyulan ihtiyacı ele almaktadır. Son bölüm, hesaplamalı zeka ve blockchain teknolojilerinin sağlık alanındaki geleceğine ve bu alandaki potansiyel etkilerine bakmaktadır. Kitap yapısı: I. Giriş * Hesaplamalı zeka ve biyomedikal bilişim * Blockchain teknolojisi ve sağlık bilişimi II. Sağlık hizmetlerinde hesaplamalı zeka uygulamaları * Teletıp * Tıbbi görüntüleme * Kişiselleştirilmiş tıp III.
本書探討了計算智能和區塊鏈技術在生物醫學和醫學信息學中的交集,討論了它們的潛在應用和挑戰。它涵蓋了諸如數據隱私和安全,人工智能,機器學習,自然語言處理和分布式註冊技術等主題。該書提供了如何使用這些技術來改善患者護理,優化臨床工作流程並降低醫療保健成本的見解。它還探討了這些技術在醫療保健中的倫理影響以及解決數據所有權,同意和訪問問題的重要性。該書首先介紹了計算智能的概念及其在生物醫學和醫學信息學中的作用,然後回顧了區塊鏈技術及其在醫療保健中的潛在應用。下一節探討計算分析和區塊鏈技術在醫療保健各個領域的具體應用,包括遠程醫療、醫學成像和個性化醫學。以下各節討論了這些技術的挑戰和局限性,包括數據的保密和安全問題,以及在使用這些技術時必須考慮到道德問題。最新一節探討了計算智能和區塊鏈技術在醫療保健領域的未來及其對領域的潛在影響。本書結構:I.介紹*計算智能和生物醫學信息學*區塊鏈技術和健康信息學II.計算智能在醫療保健中的應用*遠程醫療*醫學成像*個性化醫學III。

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