語系:
繁體中文
English
說明(常見問題)
回圖書館首頁
手機版館藏查詢
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Internet of things based smart healt...
~
Biswas, Suparna.
FindBook
Google Book
Amazon
博客來
Internet of things based smart healthcare = intelligent and secure solutions applying machine learning techniques /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Internet of things based smart healthcare/ edited by Suparna Biswas ... [et al.].
其他題名:
intelligent and secure solutions applying machine learning techniques /
其他作者:
Biswas, Suparna.
出版者:
Singapore :Springer Nature Singapore : : 2022.,
面頁冊數:
vi, 397 p. :ill., digital ;24 cm.
內容註:
Part 1 IoT based Smart Healthcare -- Chapter 1 Introduction -- Chapter 2 Architecture for Smart Healthcare: Cloud vs Edge -- Chapter 3 Main Challenges and Concerns of Health IoT Data -- Part 2 Context and Body Vitals Monitoring Systems -- Chapter 4 Human Activity Recognition Systems Based on Sensor Data using Machine Learning -- Chapter 5 Human Activity Recognition Systems Based on Audio-Video Data using Machine Learning and Deep learning -- Chapter 6 Review of Body Vitals Monitoring Systems for Disease Prediction -- Chapter 7 Review of Context Aware System Implementations -- Part 3 Social Sensing Applications for Public Health -- Chapter 8 Types of Social Sensing Data -- Chapter 9 Social Data Analysis Techniques and Applications -- Chapter 10 Challenges and Limitations of Social Data Analysis Approaches -- Part 4 Reliability, Security and Privacy of Health Data -- Chapter 11 Quality of Service vs Quality of Experience for Real-time Smart Healthcare -- Chapter 12 Security and Privacy Issues of Health Data -- Chapter 13 Review of Performance Metrics and Corrective Measures for Health Data Analysis.
Contained By:
Springer Nature eBook
標題:
Internet of things. -
電子資源:
https://doi.org/10.1007/978-981-19-1408-9
ISBN:
9789811914089
Internet of things based smart healthcare = intelligent and secure solutions applying machine learning techniques /
Internet of things based smart healthcare
intelligent and secure solutions applying machine learning techniques /[electronic resource] :edited by Suparna Biswas ... [et al.]. - Singapore :Springer Nature Singapore :2022. - vi, 397 p. :ill., digital ;24 cm. - Smart computing and intelligence,2522-0896. - Smart computing and intelligence..
Part 1 IoT based Smart Healthcare -- Chapter 1 Introduction -- Chapter 2 Architecture for Smart Healthcare: Cloud vs Edge -- Chapter 3 Main Challenges and Concerns of Health IoT Data -- Part 2 Context and Body Vitals Monitoring Systems -- Chapter 4 Human Activity Recognition Systems Based on Sensor Data using Machine Learning -- Chapter 5 Human Activity Recognition Systems Based on Audio-Video Data using Machine Learning and Deep learning -- Chapter 6 Review of Body Vitals Monitoring Systems for Disease Prediction -- Chapter 7 Review of Context Aware System Implementations -- Part 3 Social Sensing Applications for Public Health -- Chapter 8 Types of Social Sensing Data -- Chapter 9 Social Data Analysis Techniques and Applications -- Chapter 10 Challenges and Limitations of Social Data Analysis Approaches -- Part 4 Reliability, Security and Privacy of Health Data -- Chapter 11 Quality of Service vs Quality of Experience for Real-time Smart Healthcare -- Chapter 12 Security and Privacy Issues of Health Data -- Chapter 13 Review of Performance Metrics and Corrective Measures for Health Data Analysis.
This book provides both the developers and the users with an awareness of the challenges and opportunities of advancements in healthcare paradigm with the application and availability of advanced hardware, software, tools, technique or algorithm development stemming the Internet of Things. The book helps readers to bridge the gap in their three understanding of three major domains and their interconnections: Hardware tested and software APP development for data collection, intelligent protocols for analysis and knowledge extraction. Medical expertise to interpret extracted knowledge towards disease prediction or diagnosis and support. Security experts to ensure data correctness for precise advice. The book provides state-of-the-art overviews by active researchers, technically elaborating healthcare architectures/frameworks, protocols, algorithms, methodologies followed by experimental results and evaluation. Future direction and scope will be precisely documented for interested readers.
ISBN: 9789811914089
Standard No.: 10.1007/978-981-19-1408-9doiSubjects--Topical Terms:
2057703
Internet of things.
LC Class. No.: R859.7.I58 / I57 2022
Dewey Class. No.: 610.2854678
Internet of things based smart healthcare = intelligent and secure solutions applying machine learning techniques /
LDR
:03236nmm a2200337 a 4500
001
2302585
003
DE-He213
005
20220718045210.0
006
m d
007
cr nn 008maaau
008
230409s2022 si s 0 eng d
020
$a
9789811914089
$q
(electronic bk.)
020
$a
9789811914072
$q
(paper)
024
7
$a
10.1007/978-981-19-1408-9
$2
doi
035
$a
978-981-19-1408-9
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
R859.7.I58
$b
I57 2022
072
7
$a
UYQM
$2
bicssc
072
7
$a
COM004000
$2
bisacsh
072
7
$a
UYQM
$2
thema
082
0 4
$a
610.2854678
$2
23
090
$a
R859.7.I58
$b
I61 2022
245
0 0
$a
Internet of things based smart healthcare
$h
[electronic resource] :
$b
intelligent and secure solutions applying machine learning techniques /
$c
edited by Suparna Biswas ... [et al.].
260
$a
Singapore :
$b
Springer Nature Singapore :
$b
Imprint: Springer,
$c
2022.
300
$a
vi, 397 p. :
$b
ill., digital ;
$c
24 cm.
490
1
$a
Smart computing and intelligence,
$x
2522-0896
505
0
$a
Part 1 IoT based Smart Healthcare -- Chapter 1 Introduction -- Chapter 2 Architecture for Smart Healthcare: Cloud vs Edge -- Chapter 3 Main Challenges and Concerns of Health IoT Data -- Part 2 Context and Body Vitals Monitoring Systems -- Chapter 4 Human Activity Recognition Systems Based on Sensor Data using Machine Learning -- Chapter 5 Human Activity Recognition Systems Based on Audio-Video Data using Machine Learning and Deep learning -- Chapter 6 Review of Body Vitals Monitoring Systems for Disease Prediction -- Chapter 7 Review of Context Aware System Implementations -- Part 3 Social Sensing Applications for Public Health -- Chapter 8 Types of Social Sensing Data -- Chapter 9 Social Data Analysis Techniques and Applications -- Chapter 10 Challenges and Limitations of Social Data Analysis Approaches -- Part 4 Reliability, Security and Privacy of Health Data -- Chapter 11 Quality of Service vs Quality of Experience for Real-time Smart Healthcare -- Chapter 12 Security and Privacy Issues of Health Data -- Chapter 13 Review of Performance Metrics and Corrective Measures for Health Data Analysis.
520
$a
This book provides both the developers and the users with an awareness of the challenges and opportunities of advancements in healthcare paradigm with the application and availability of advanced hardware, software, tools, technique or algorithm development stemming the Internet of Things. The book helps readers to bridge the gap in their three understanding of three major domains and their interconnections: Hardware tested and software APP development for data collection, intelligent protocols for analysis and knowledge extraction. Medical expertise to interpret extracted knowledge towards disease prediction or diagnosis and support. Security experts to ensure data correctness for precise advice. The book provides state-of-the-art overviews by active researchers, technically elaborating healthcare architectures/frameworks, protocols, algorithms, methodologies followed by experimental results and evaluation. Future direction and scope will be precisely documented for interested readers.
650
0
$a
Internet of things.
$3
2057703
650
0
$a
Medicine
$x
Data processing.
$3
661309
650
0
$a
Medical innovations.
$3
605994
650
1 4
$a
Machine Learning.
$3
3382522
650
2 4
$a
Medical and Health Technologies.
$3
3595637
650
2 4
$a
Medical Education.
$3
898572
650
2 4
$a
Health Care.
$3
3538867
700
1
$a
Biswas, Suparna.
$3
3603059
710
2
$a
SpringerLink (Online service)
$3
836513
773
0
$t
Springer Nature eBook
830
0
$a
Smart computing and intelligence.
$3
3269808
856
4 0
$u
https://doi.org/10.1007/978-981-19-1408-9
950
$a
Education (SpringerNature-41171)
筆 0 讀者評論
館藏地:
全部
電子資源
出版年:
卷號:
館藏
1 筆 • 頁數 1 •
1
條碼號
典藏地名稱
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
W9444134
電子資源
11.線上閱覽_V
電子書
EB R859.7.I58 I57 2022
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
評論
新增評論
分享你的心得
Export
取書館
處理中
...
變更密碼
登入