Sensor networks and data management in healthcare: Emerging technologies and new challenges

Matthew Pike; Nasser M. Mustafa; Dave Towey; Vladimir Brusic

doi:10.1109/COMPSAC.2019.00123

Sensor networks and data management in healthcare: Emerging technologies and new challenges

Matthew Pike
, Nasser M. Mustafa
, Dave Towey
, Vladimir Brusic

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

24 Citations (Scopus)

455 Downloads (Pure)

Abstract

Smart pervasive sensor networks are becoming an important part of our daily lives. Low-power, high-availability and high-throughput 5G mobile networks provide the necessary communication means for highly pervasive sensor networks, introducing a technological disruption to health monitoring. The meaningful use of large concurrent sensor networks in healthcare requires multi-level health knowledge integration with sensor data streams. In this paper, we highlight some software engineering and data-processing issues that can be addressed by metamorphic testing. The proposed solution combines data streaming with filtering and cross-calibration, use of medical knowledge for system operation and data interpretation, and IoT-based calibration using certified linked diagnostic devices.

Original language	English
Title of host publication	Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019
Editors	Vladimir Getov, Jean-Luc Gaudiot, Nariyoshi Yamai, Stelvio Cimato, Morris Chang, Yuuichi Teranishi, Ji-Jiang Yang, Hong Va Leong, Hossian Shahriar, Michiharu Takemoto, Dave Towey, Hiroki Takakura, Atilla Elci, Susumu Takeuchi, Satish Puri
Publisher	IEEE Computer Society
Pages	834-839
Number of pages	6
ISBN (Electronic)	9781728126074
DOIs	https://doi.org/10.1109/COMPSAC.2019.00123
Publication status	Published - Jul 2019
Event	43rd IEEE Annual Computer Software and Applications Conference, COMPSAC 2019 - Milwaukee, United States Duration: 15 Jul 2019 → 19 Jul 2019

Publication series

Name	Proceedings - International Computer Software and Applications Conference
Volume	1
ISSN (Print)	0730-3157

Conference

Conference	43rd IEEE Annual Computer Software and Applications Conference, COMPSAC 2019
Country/Territory	United States
City	Milwaukee
Period	15/07/19 → 19/07/19

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Free Keywords

Data streaming
Digital wellbeing
Health monitoring
Internet of things
Oracle problem
Sensor networks

ASJC Scopus subject areas

Software
Computer Science Applications

Access to Document

10.1109/COMPSAC.2019.00123

229 2-mergedAccepted author manuscript, 843 KBLicence: CC BY

Cite this

Pike, M., Mustafa, N. M., Towey, D., & Brusic, V. (2019). Sensor networks and data management in healthcare: Emerging technologies and new challenges. In V. Getov, J.-L. Gaudiot, N. Yamai, S. Cimato, M. Chang, Y. Teranishi, J.-J. Yang, H. V. Leong, H. Shahriar, M. Takemoto, D. Towey, H. Takakura, A. Elci, S. Takeuchi, & S. Puri (Eds.), Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019 (pp. 834-839). Article 8753998 (Proceedings - International Computer Software and Applications Conference; Vol. 1). IEEE Computer Society. https://doi.org/10.1109/COMPSAC.2019.00123

Pike, Matthew ; Mustafa, Nasser M. ; Towey, Dave et al. / Sensor networks and data management in healthcare : Emerging technologies and new challenges. Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019. editor / Vladimir Getov ; Jean-Luc Gaudiot ; Nariyoshi Yamai ; Stelvio Cimato ; Morris Chang ; Yuuichi Teranishi ; Ji-Jiang Yang ; Hong Va Leong ; Hossian Shahriar ; Michiharu Takemoto ; Dave Towey ; Hiroki Takakura ; Atilla Elci ; Susumu Takeuchi ; Satish Puri. IEEE Computer Society, 2019. pp. 834-839 (Proceedings - International Computer Software and Applications Conference).

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title = "Sensor networks and data management in healthcare: Emerging technologies and new challenges",

abstract = "Smart pervasive sensor networks are becoming an important part of our daily lives. Low-power, high-availability and high-throughput 5G mobile networks provide the necessary communication means for highly pervasive sensor networks, introducing a technological disruption to health monitoring. The meaningful use of large concurrent sensor networks in healthcare requires multi-level health knowledge integration with sensor data streams. In this paper, we highlight some software engineering and data-processing issues that can be addressed by metamorphic testing. The proposed solution combines data streaming with filtering and cross-calibration, use of medical knowledge for system operation and data interpretation, and IoT-based calibration using certified linked diagnostic devices.",

keywords = "Data streaming, Digital wellbeing, Health monitoring, Internet of things, Oracle problem, Sensor networks",

author = "Matthew Pike and Mustafa, \{Nasser M.\} and Dave Towey and Vladimir Brusic",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 43rd IEEE Annual Computer Software and Applications Conference, COMPSAC 2019 ; Conference date: 15-07-2019 Through 19-07-2019",

year = "2019",

month = jul,

doi = "10.1109/COMPSAC.2019.00123",

language = "English",

series = "Proceedings - International Computer Software and Applications Conference",

publisher = "IEEE Computer Society",

pages = "834--839",

editor = "Vladimir Getov and Jean-Luc Gaudiot and Nariyoshi Yamai and Stelvio Cimato and Morris Chang and Yuuichi Teranishi and Ji-Jiang Yang and Leong, \{Hong Va\} and Hossian Shahriar and Michiharu Takemoto and Dave Towey and Hiroki Takakura and Atilla Elci and Susumu Takeuchi and Satish Puri",

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Pike, M, Mustafa, NM, Towey, D & Brusic, V 2019, Sensor networks and data management in healthcare: Emerging technologies and new challenges. in V Getov, J-L Gaudiot, N Yamai, S Cimato, M Chang, Y Teranishi, J-J Yang, HV Leong, H Shahriar, M Takemoto, D Towey, H Takakura, A Elci, S Takeuchi & S Puri (eds), Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019., 8753998, Proceedings - International Computer Software and Applications Conference, vol. 1, IEEE Computer Society, pp. 834-839, 43rd IEEE Annual Computer Software and Applications Conference, COMPSAC 2019, Milwaukee, United States, 15/07/19. https://doi.org/10.1109/COMPSAC.2019.00123

Sensor networks and data management in healthcare: Emerging technologies and new challenges. / Pike, Matthew; Mustafa, Nasser M.; Towey, Dave et al.
Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019. ed. / Vladimir Getov; Jean-Luc Gaudiot; Nariyoshi Yamai; Stelvio Cimato; Morris Chang; Yuuichi Teranishi; Ji-Jiang Yang; Hong Va Leong; Hossian Shahriar; Michiharu Takemoto; Dave Towey; Hiroki Takakura; Atilla Elci; Susumu Takeuchi; Satish Puri. IEEE Computer Society, 2019. p. 834-839 8753998 (Proceedings - International Computer Software and Applications Conference; Vol. 1).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Sensor networks and data management in healthcare

T2 - 43rd IEEE Annual Computer Software and Applications Conference, COMPSAC 2019

AU - Pike, Matthew

AU - Mustafa, Nasser M.

AU - Towey, Dave

AU - Brusic, Vladimir

PY - 2019/7

Y1 - 2019/7

N2 - Smart pervasive sensor networks are becoming an important part of our daily lives. Low-power, high-availability and high-throughput 5G mobile networks provide the necessary communication means for highly pervasive sensor networks, introducing a technological disruption to health monitoring. The meaningful use of large concurrent sensor networks in healthcare requires multi-level health knowledge integration with sensor data streams. In this paper, we highlight some software engineering and data-processing issues that can be addressed by metamorphic testing. The proposed solution combines data streaming with filtering and cross-calibration, use of medical knowledge for system operation and data interpretation, and IoT-based calibration using certified linked diagnostic devices.

AB - Smart pervasive sensor networks are becoming an important part of our daily lives. Low-power, high-availability and high-throughput 5G mobile networks provide the necessary communication means for highly pervasive sensor networks, introducing a technological disruption to health monitoring. The meaningful use of large concurrent sensor networks in healthcare requires multi-level health knowledge integration with sensor data streams. In this paper, we highlight some software engineering and data-processing issues that can be addressed by metamorphic testing. The proposed solution combines data streaming with filtering and cross-calibration, use of medical knowledge for system operation and data interpretation, and IoT-based calibration using certified linked diagnostic devices.

KW - Data streaming

KW - Digital wellbeing

KW - Health monitoring

KW - Internet of things

KW - Oracle problem

KW - Sensor networks

UR - https://www.scopus.com/pages/publications/85072693766

U2 - 10.1109/COMPSAC.2019.00123

DO - 10.1109/COMPSAC.2019.00123

M3 - Conference contribution

AN - SCOPUS:85072693766

T3 - Proceedings - International Computer Software and Applications Conference

SP - 834

EP - 839

BT - Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019

A2 - Getov, Vladimir

A2 - Gaudiot, Jean-Luc

A2 - Yamai, Nariyoshi

A2 - Cimato, Stelvio

A2 - Chang, Morris

A2 - Teranishi, Yuuichi

A2 - Yang, Ji-Jiang

A2 - Leong, Hong Va

A2 - Shahriar, Hossian

A2 - Takemoto, Michiharu

A2 - Towey, Dave

A2 - Takakura, Hiroki

A2 - Elci, Atilla

A2 - Takeuchi, Susumu

A2 - Puri, Satish

PB - IEEE Computer Society

Y2 - 15 July 2019 through 19 July 2019

ER -

Pike M, Mustafa NM, Towey D, Brusic V. Sensor networks and data management in healthcare: Emerging technologies and new challenges. In Getov V, Gaudiot JL, Yamai N, Cimato S, Chang M, Teranishi Y, Yang JJ, Leong HV, Shahriar H, Takemoto M, Towey D, Takakura H, Elci A, Takeuchi S, Puri S, editors, Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019. IEEE Computer Society. 2019. p. 834-839. 8753998. (Proceedings - International Computer Software and Applications Conference). doi: 10.1109/COMPSAC.2019.00123

Sensor networks and data management in healthcare: Emerging technologies and new challenges

Abstract

Publication series

Conference

UN SDGs

Free Keywords

ASJC Scopus subject areas

Access to Document

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