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Smart Healthcare and Machine Learning / edited by Mousmi Ajay Chaurasia, Prasanalakshmi Balaji, Alejandro C. Frery

Mitwirkende(r): Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Advanced Technologies and Societal ChangeVerlag: Singapore : Springer Nature Singapore, 2024Verlag: Singapore : Imprint: Springer, 2024Auflage: 1st ed. 2024Beschreibung: 1 Online-Ressource(XIII, 337 p. 128 illus., 115 illus. in color.)ISBN:
  • 9789819733125
Schlagwörter: Andere physische Formen: 9789819733118 | 9789819733132 | 9789819733149 | Erscheint auch als: 9789819733118 Druck-Ausgabe | Erscheint auch als: 9789819733132 Druck-Ausgabe | Erscheint auch als: 9789819733149 Druck-AusgabeDDC-Klassifikation:
  • 006.31 23
DOI: DOI: 10.1007/978-981-97-3312-5Online-Ressourcen: Zusammenfassung: -- Predictive Modeling for Patient Outcomes in Smart Healthcare Systems. -- Machine Learning for Personalized Treatment Recommendations. -- Smart Health Monitoring: Data Collection and Analysis with Machine Learning. -- Enhancing Medical Imaging through Dimension Reduction Learning. -- Natural Language Processing for Health Record Management. -- Machine Learning-driven Drug Discovery and Development.Zusammenfassung: The book explores the convergence of healthcare and cutting-edge technology, making it a captivating subject for readers interested in future research. Smart healthcare with machine learning techniques offers a transformative paradigm that utilizes the power of new technology, data analytics, and interconnected devices to enhance the quality, efficiency, and accessibility of healthcare services. This involves leveraging Internet of Things (IoT) devices, wearable technology, and machine learning algorithms to monitor patient health, predict medical conditions, and offer personalized treatment recommendations. This innovative combination not only enhances diagnostics and treatment but also addresses the research challenges of healthcare access and delivery in an increasingly connected world. By exploring the synergy between smart healthcare and machine learning, the book helps to understand how these technologies can collaborate to revolutionize patient care and healthcare delivery. This book is an outcome with applications of future technologies to overcome the toughest humanitarian challenges from an engineering approach.PPN: PPN: 1895508916Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SMA | ZDB-2-SXMS
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