Evidence map›Paper›PMID 34575328›Full record

ArticleJournal of clinical medicine2021

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

Arik Eisenkraft, Yasmin Maor, Keren Constantini, Nir Goldstein, Dean Nachman, Ran Levy, Michael Halberthal, Netanel A Horowitz, Ron Golan, Elli Rosenberg and 10 more

Open access · goldAbstract read
In one paragraph

Article in Journal of clinical medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
0.7field-weighted citation impact, top 26% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Observational
  5. Article
  6. Continuous vital sign monitoring with BiobeatJournal of clinical monitoring and computing · 2025
    Observational
  7. Article
  8. Article
  9. Article
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  11. Article
  12. Article
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  14. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors at 6 institutions in 1 country.

Arik EisenkraftInstitute for Research in Military Medicine, The Hebrew University Faculty of Medicine, P.O. Box 12272, Jerusalem 9112102, Israel.ORCID 0000-0002-9368-3490
Yasmin MaorWolfson Medical Center, 62 Ha-Lokhamim St. 62, Holon 58100, Israel.
Keren ConstantiniDepartment 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, Israel.
Nir GoldsteinDepartment 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, Israel.
Dean NachmanInstitute for Research in Military Medicine, The Hebrew University Faculty of Medicine, P.O. Box 12272, Jerusalem 9112102, Israel.
Ran LevyMaccabi Healthcare Services, P.O. Box 50493, Tel Aviv 68125, Israel.
Michael HalberthalGeneral Directorate Rambam Health Care Campus, P.O. Box 9602, Haifa 3109601, Israel.ORCID 0000-0003-3172-7619
Netanel A HorowitzGeneral Directorate Rambam Health Care Campus, P.O. Box 9602, Haifa 3109601, Israel.
Ron GolanThe Baruch Padeh Medical Center Poriya, The Faculty of Medicine in Galilee, Bar Ilan University, Upper Galilee, Poria 1528001, Israel.
Elli RosenbergInternal Medicine A, The Soroka University Medical Center, Ben-Gurion University of the Negev, P.O. Box 151, Be'er Sheva 84101, Israel.
Eitan LavonThe Kaplan Medical Center, The Hebrew University Faculty of Medicine, P.O. Box 1, Rehovot 76100, Israel.
Ornit CohenWolfson Medical Center, 62 Ha-Lokhamim St. 62, Holon 58100, Israel.
Guy ShapiraThe Sackler Faculty of Medicine, Tel Aviv University, P.O. Box 39040, Tel Aviv 6997801, Israel.ORCID 0000-0001-9376-4955
Noam ShomronThe Sackler Faculty of Medicine, Tel Aviv University, P.O. Box 39040, Tel Aviv 6997801, Israel.ORCID 0000-0001-9913-6124
Arik Ben IshayBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, Israel.
Efrat SandBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, Israel.
Roei MerinBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, Israel.
Meir FonsBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, Israel.ORCID 0000-0001-5008-4722
Romi LittmanBiobeat Technologies Ltd., 22 Efal St., Petah Tikva 4951122, Israel.
Yftach GepnerDepartment 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, Israel.ORCID 0000-0002-3128-3539
Tel Aviv University · ILBen-Gurion University of the Negev · ILHebrew University of Jerusalem · ILRambam Health Care Campus · ILBar-Ilan University · ILKaplan Medical Center · IL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

artificial intelligencecardiopulmonary parametersCOVID-19high-risk populationremote patient monitoring

Identifiers

PMID34575328
PMCPMC8468944
OpenAlexW3200933933

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.