Continuous Remote Patient Monitoring Shows Early Cardiovascular Changes in COVID-19 Patients

COVID-19 exerts deleterious cardiopulmonary effects, leading to a worse prognosis in the most affected. This retrospective multi-center observational cohort study aimed to analyze the trajectories of key vitals amongst hospitalized COVID-19 patients using a chest-patch wearable providing continuous...

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Main Authors: Arik Eisenkraft, Yasmin Maor, Keren Constantini, Nir Goldstein, Dean Nachman, Ran Levy, Michael Halberthal, Netanel A. Horowitz, Ron Golan, Elli Rosenberg, Eitan Lavon, Ornit Cohen, Guy Shapira, Noam Shomron, Arik Ben Ishay, Efrat Sand, Roei Merin, Meir Fons, Romi Littman, Yftach Gepner
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Journal of Clinical Medicine
Subjects:
Online Access:https://www.mdpi.com/2077-0383/10/18/4218
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spelling doaj-83067515b968451c8b675f95e361ff3a2021-09-26T00:28:39ZengMDPI AGJournal of Clinical Medicine2077-03832021-09-01104218421810.3390/jcm10184218Continuous Remote Patient Monitoring Shows Early Cardiovascular Changes in COVID-19 PatientsArik Eisenkraft0Yasmin Maor1Keren Constantini2Nir Goldstein3Dean Nachman4Ran Levy5Michael Halberthal6Netanel A. Horowitz7Ron Golan8Elli Rosenberg9Eitan Lavon10Ornit Cohen11Guy Shapira12Noam Shomron13Arik Ben Ishay14Efrat Sand15Roei Merin16Meir Fons17Romi Littman18Yftach Gepner19Institute for Research in Military Medicine, The Hebrew University Faculty of Medicine, P.O. Box 12272, Jerusalem 9112102, IsraelWolfson Medical Center, 62 Ha-Lokhamim St. 62, Holon 58100, IsraelDepartment of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine and Sylvan Adams Sports Institute, Tel Aviv University, P.O. Box 39040, Tel Aviv 6997801, IsraelDepartment of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine and Sylvan Adams Sports Institute, Tel Aviv University, P.O. Box 39040, Tel Aviv 6997801, IsraelInstitute for Research in Military Medicine, The Hebrew University Faculty of Medicine, P.O. Box 12272, Jerusalem 9112102, IsraelMaccabi Healthcare Services, P.O. Box 50493, Tel Aviv 68125, IsraelGeneral Directorate Rambam Health Care Campus, P.O. Box 9602, Haifa 3109601, IsraelGeneral Directorate Rambam Health Care Campus, P.O. Box 9602, Haifa 3109601, IsraelThe Baruch Padeh Medical Center Poriya, The Faculty of Medicine in Galilee, Bar Ilan University, Upper Galilee, Poria 1528001, IsraelInternal Medicine A, The Soroka University Medical Center, Ben-Gurion University of the Negev, P.O. Box 151, Be’er Sheva 84101, IsraelThe Kaplan Medical Center, The Hebrew University Faculty of Medicine, P.O. Box 1, Rehovot 76100, IsraelWolfson Medical Center, 62 Ha-Lokhamim St. 62, Holon 58100, IsraelThe Sackler Faculty of Medicine, Tel Aviv University, P.O. Box 39040, Tel Aviv 6997801, IsraelThe Sackler Faculty of Medicine, Tel Aviv University, P.O. Box 39040, Tel Aviv 6997801, IsraelBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, IsraelBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, IsraelBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, IsraelBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, IsraelBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, IsraelDepartment of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine and Sylvan Adams Sports Institute, Tel Aviv University, P.O. Box 39040, Tel Aviv 6997801, IsraelCOVID-19 exerts deleterious cardiopulmonary effects, leading to a worse prognosis in the most affected. This retrospective multi-center observational cohort study aimed to analyze the trajectories of key vitals amongst hospitalized COVID-19 patients using a chest-patch wearable providing continuous remote patient monitoring of numerous vital signs. The study was conducted in five COVID-19 isolation units. A total of 492 COVID-19 patients were included in the final analysis. Physiological parameters were measured every 15 min. More than 3 million measurements were collected including heart rate, systolic and diastolic blood pressure, cardiac output, cardiac index, systemic vascular resistance, respiratory rate, blood oxygen saturation, and body temperature. Cardiovascular deterioration appeared early after admission and in parallel with changes in the respiratory parameters, showing a significant difference in trajectories within sub-populations at high risk. Early detection of cardiovascular deterioration of COVID-19 patients is achievable when using frequent remote patient monitoring.https://www.mdpi.com/2077-0383/10/18/4218COVID-19cardiopulmonary parametershigh-risk populationremote patient monitoringartificial intelligence
collection DOAJ
language English
format Article
sources DOAJ
author Arik Eisenkraft
Yasmin Maor
Keren Constantini
Nir Goldstein
Dean Nachman
Ran Levy
Michael Halberthal
Netanel A. Horowitz
Ron Golan
Elli Rosenberg
Eitan Lavon
Ornit Cohen
Guy Shapira
Noam Shomron
Arik Ben Ishay
Efrat Sand
Roei Merin
Meir Fons
Romi Littman
Yftach Gepner
spellingShingle Arik Eisenkraft
Yasmin Maor
Keren Constantini
Nir Goldstein
Dean Nachman
Ran Levy
Michael Halberthal
Netanel A. Horowitz
Ron Golan
Elli Rosenberg
Eitan Lavon
Ornit Cohen
Guy Shapira
Noam Shomron
Arik Ben Ishay
Efrat Sand
Roei Merin
Meir Fons
Romi Littman
Yftach Gepner
Continuous Remote Patient Monitoring Shows Early Cardiovascular Changes in COVID-19 Patients
Journal of Clinical Medicine
COVID-19
cardiopulmonary parameters
high-risk population
remote patient monitoring
artificial intelligence
author_facet Arik Eisenkraft
Yasmin Maor
Keren Constantini
Nir Goldstein
Dean Nachman
Ran Levy
Michael Halberthal
Netanel A. Horowitz
Ron Golan
Elli Rosenberg
Eitan Lavon
Ornit Cohen
Guy Shapira
Noam Shomron
Arik Ben Ishay
Efrat Sand
Roei Merin
Meir Fons
Romi Littman
Yftach Gepner
author_sort Arik Eisenkraft
title Continuous Remote Patient Monitoring Shows Early Cardiovascular Changes in COVID-19 Patients
title_short Continuous Remote Patient Monitoring Shows Early Cardiovascular Changes in COVID-19 Patients
title_full Continuous Remote Patient Monitoring Shows Early Cardiovascular Changes in COVID-19 Patients
title_fullStr Continuous Remote Patient Monitoring Shows Early Cardiovascular Changes in COVID-19 Patients
title_full_unstemmed Continuous Remote Patient Monitoring Shows Early Cardiovascular Changes in COVID-19 Patients
title_sort continuous remote patient monitoring shows early cardiovascular changes in covid-19 patients
publisher MDPI AG
series Journal of Clinical Medicine
issn 2077-0383
publishDate 2021-09-01
description COVID-19 exerts deleterious cardiopulmonary effects, leading to a worse prognosis in the most affected. This retrospective multi-center observational cohort study aimed to analyze the trajectories of key vitals amongst hospitalized COVID-19 patients using a chest-patch wearable providing continuous remote patient monitoring of numerous vital signs. The study was conducted in five COVID-19 isolation units. A total of 492 COVID-19 patients were included in the final analysis. Physiological parameters were measured every 15 min. More than 3 million measurements were collected including heart rate, systolic and diastolic blood pressure, cardiac output, cardiac index, systemic vascular resistance, respiratory rate, blood oxygen saturation, and body temperature. Cardiovascular deterioration appeared early after admission and in parallel with changes in the respiratory parameters, showing a significant difference in trajectories within sub-populations at high risk. Early detection of cardiovascular deterioration of COVID-19 patients is achievable when using frequent remote patient monitoring.
topic COVID-19
cardiopulmonary parameters
high-risk population
remote patient monitoring
artificial intelligence
url https://www.mdpi.com/2077-0383/10/18/4218
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