國立虎尾科技大學 |

Internet of Things Based Smart Healthcare = Intelligent and Secure Solutions Applying Machine Learning Techniques /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Internet of Things Based Smart Healthcare/ edited by Suparna Biswas, Chandreyee Chowdhury, Biswaranjan Acharya, Chuan-Ming Liu.
Reminder of title:	Intelligent and Secure Solutions Applying Machine Learning Techniques /
other author:	Liu, Chuan-Ming.
Description:	VI, 397 p. 154 illus., 108 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Health Care. -
Online resource:	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 HealthcareIntelligent and Secure Solutions Applying Machine Learning Techniques /[electronic resource] :edited by Suparna Biswas, Chandreyee Chowdhury, Biswaranjan Acharya, Chuan-Ming Liu. - 1st ed. 2022. - VI, 397 p. 154 illus., 108 illus. in color.online resource. - 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:

1365997
Health Care.

LC Class. No.: Q325.5-.7

Dewey Class. No.: 006.31

Internet of Things Based Smart Healthcare = Intelligent and Secure Solutions Applying Machine Learning Techniques /
LDR:03631nam a22004095i 4500 001 1082219
003 DE-He213
005 20220718045210.0
007 cr nn 008mamaa
008 221228s2022 si | s |||| 0|eng d
020 $a 9789811914089 $9 978-981-19-1408-9
024 7 $a 10.1007/978-981-19-1408-9 $2 doi
035 $a 978-981-19-1408-9
050 4 $a Q325.5-.7
072 7 $a UYQM $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQM $2 thema
082 0 4 $a 006.31 $2 23
245 1 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, Chandreyee Chowdhury, Biswaranjan Acharya, Chuan-Ming Liu.
250 $a 1st ed. 2022.
264 1 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2022.
300 $a VI, 397 p. 154 illus., 108 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
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 2 4 $a Health Care. $3 1365997
650 2 4 $a Medical Education. $3 677657
650 2 4 $a Medical and Health Technologies. $3 1387813
650 1 4 $a Machine Learning. $3 1137723
650 0 $a Medical care. $3 654242
650 0 $a Medical education. $3 665359
650 0 $a Biomedical engineering. $3 588770
650 0 $a Machine learning. $3 561253
700 1 $a Liu, Chuan-Ming. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1325585
700 1 $a Acharya, Biswaranjan. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1387812
700 1 $a Chowdhury, Chandreyee. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1387811
700 1 $a Biswas, Suparna. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1387810
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811914072
776 0 8 $i Printed edition: $z 9789811914096
776 0 8 $i Printed edition: $z 9789811914102
830 0 $a Smart Computing and Intelligence, $x 2522-0888 $3 1303908
856 4 0 $u https://doi.org/10.1007/978-981-19-1408-9
912 $a ZDB-2-EDA
912 $a ZDB-2-SXED
950 $a Education (SpringerNature-41171)
950 $a Education (R0) (SpringerNature-43721)