Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events

Mina Chookhachizadeh Moghadam; Ehsan Masoumi; Nader Bagherzadeh; Davinder Ramsingh; Zeev N. Kain

doi:10.1109/EMBC44109.2020.9175451

Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events

Mina Chookhachizadeh Moghadam
, Ehsan Masoumi
, Nader Bagherzadeh
, Davinder Ramsingh
, Zeev N. Kain

School of Medicine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society
Subtitle of host publication	Enabling Innovative Technologies for Global Healthcare, EMBC 2020
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	5468-5471
Number of pages	4
ISBN (Electronic)	9781728119908
ISBN (Print)	9781728119908
DOIs	https://doi.org/10.1109/EMBC44109.2020.9175451
State	Published - Jul 2020
Event	42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020 - Montreal, Canada Duration: Jul 20 2020 → Jul 24 2020

Publication series

Name	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Volume	2020-July
ISSN (Print)	1557-170X

Conference

Conference	42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020
Country/Territory	Canada
City	Montreal
Period	7/20/20 → 7/24/20

ASJC Scopus Subject Areas

Signal Processing
Biomedical Engineering
Computer Vision and Pattern Recognition
Health Informatics

Access to Document

10.1109/EMBC44109.2020.9175451

OpenUrl availability

Full text

Cite this

Moghadam, M. C., Masoumi, E., Bagherzadeh, N., Ramsingh, D., & Kain, Z. N. (2020). Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events. In 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020 (pp. 5468-5471). Article 9175451 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; Vol. 2020-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EMBC44109.2020.9175451

Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events. / Moghadam, Mina Chookhachizadeh; Masoumi, Ehsan; Bagherzadeh, Nader et al.
42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 5468-5471 9175451 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; Vol. 2020-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Moghadam, MC, Masoumi, E, Bagherzadeh, N, Ramsingh, D & Kain, ZN 2020, Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events. in 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020., 9175451, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2020-July, Institute of Electrical and Electronics Engineers Inc., pp. 5468-5471, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020, Montreal, Canada, 7/20/20. https://doi.org/10.1109/EMBC44109.2020.9175451

Moghadam MC, Masoumi E, Bagherzadeh N, Ramsingh D, Kain ZN. Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events. In 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 5468-5471. 9175451. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). doi: 10.1109/EMBC44109.2020.9175451

Moghadam, Mina Chookhachizadeh ; Masoumi, Ehsan ; Bagherzadeh, Nader et al. / Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events. 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 5468-5471 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

@inproceedings{dedf7f032e09481d815e9b3c07c776d3,

title = "Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events",

author = "Moghadam, \{Mina Chookhachizadeh\} and Ehsan Masoumi and Nader Bagherzadeh and Davinder Ramsingh and Kain, \{Zeev N.\}",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020 ; Conference date: 20-07-2020 Through 24-07-2020",

year = "2020",

month = jul,

doi = "10.1109/EMBC44109.2020.9175451",

language = "English",

isbn = "9781728119908",

series = "Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "5468--5471",

booktitle = "42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society",

}

TY - GEN

T1 - Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events

AU - Moghadam, Mina Chookhachizadeh

AU - Masoumi, Ehsan

AU - Bagherzadeh, Nader

AU - Ramsingh, Davinder

AU - Kain, Zeev N.

PY - 2020/7

Y1 - 2020/7

UR - https://www.scopus.com/pages/publications/85091024557

UR - https://www.scopus.com/pages/publications/85091024557#tab=citedBy

UR - https://www.mendeley.com/catalogue/d296b6c2-62d2-3ac4-b41d-bbab9d5bc771/

U2 - 10.1109/EMBC44109.2020.9175451

DO - 10.1109/EMBC44109.2020.9175451

M3 - Conference contribution

AN - SCOPUS:85091024557

SN - 9781728119908

T3 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

SP - 5468

EP - 5471

BT - 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020

Y2 - 20 July 2020 through 24 July 2020

ER -

Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events

Publication series

Conference

ASJC Scopus Subject Areas

Access to Document

OpenUrl availability

Other files and links

Cite this