Name: Privacy-Preserving Techniques With E-Healthcare Applications (Wireless Networks) (en Inglés)
Price: 159.33 USD
Availability: InStock
Author: Dan Zhu; Dengguo Feng; Xuemin (Sherman) Shen
ISBN: 9783031769214

portada Privacy-Preserving Techniques With E-Healthcare Applications (Wireless Networks) (en Inglés)

Privacy-Preserving Techniques With E-Healthcare Applications (Wireless Networks) (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Dan Zhu; Dengguo Feng; Xuemin (Sherman) Shen

Idioma

Inglés

N° páginas

174

Encuadernación

Tapa Dura

ISBN13

9783031769214

N° edición

2025th

Privacy-Preserving Techniques With E-Healthcare Applications (Wireless Networks) (en Inglés)

Dan Zhu; Dengguo Feng; Xuemin (Sherman) Shen (Autor) · Springer · Tapa Dura

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Reseña del libro "Privacy-Preserving Techniques With E-Healthcare Applications (Wireless Networks) (en Inglés)"

This book investigates novel accurate and efficient privacy-preserving techniques and their applications in e-Healthcare services. The authors first provide an overview and a general architecture of e-Healthcare and delve into discussions on various applications within the e-Healthcare domain. Simultaneously, they analyze the privacy challenges in e-Healthcare services. Then, in Chapter 2, the authors give a comprehensive review of privacy-preserving and machine learning techniques applied in their proposed solutions. Specifically, Chapter 3 presents an efficient and privacy-preserving similar patient query scheme over high-dimensional and non-aligned genomic data; Chapter 4 and Chapter 5 respectively propose an accurate and privacy-preserving similar image retrieval scheme and medical pre-diagnosis scheme over dimension-related medical images and single-label medical records; Chapter 6 presents an efficient and privacy-preserving multi-disease simultaneous diagnosis scheme over medical records with multiple labels. Finally, the authors conclude the monograph and discuss future research directions of privacy-preserving e-Healthcare services in Chapter 7.