Evidence map›Paper›PMID 31304385›Full record

ArticleNPJ digital medicine2019

Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation.

Matti Kaisti, Tuukka Panula, Joni Leppänen, Risto Punkkinen, Mojtaba Jafari Tadi, Tuija Vasankari, Samuli Jaakkola, Tuomas Kiviniemi, Juhani Airaksinen, Pekka Kostiainen and 3 more

Abstract read
In one paragraph

Article in NPJ digital medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers.

0numbers the graph read from it
0cells of the map it votes in
55citing papers in PubMed
–field-weighted citation impact
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

55 citing papers in PubMed.

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  6. Research and development of the pulse acquisition system and the pulse biomimetic reproduction system.Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan · 2025
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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

13 authors.

Matti Kaisti1Department of Future Technologies, University of Turku, 20500 Turku, Finland.
Tuukka Panula1Department of Future Technologies, University of Turku, 20500 Turku, Finland.
Joni Leppänen3Murata Electronics Oy, 01621 Vantaa, Finland.
Risto Punkkinen1Department of Future Technologies, University of Turku, 20500 Turku, Finland.
Mojtaba Jafari Tadi1Department of Future Technologies, University of Turku, 20500 Turku, Finland.
Tuija Vasankari4Heart Center, Turku University Hospital and University of Turku, 20521 Turku, Finland.
Samuli Jaakkola4Heart Center, Turku University Hospital and University of Turku, 20521 Turku, Finland.ORCID 0000-0001-5944-6814
Tuomas Kiviniemi4Heart Center, Turku University Hospital and University of Turku, 20521 Turku, Finland.ORCID 0000-0002-0908-3741
Juhani Airaksinen4Heart Center, Turku University Hospital and University of Turku, 20521 Turku, Finland.ORCID 0000-0002-0193-568X
Pekka Kostiainen3Murata Electronics Oy, 01621 Vantaa, Finland.
Ulf Meriheinä3Murata Electronics Oy, 01621 Vantaa, Finland.
Tero Koivisto1Department of Future Technologies, University of Turku, 20500 Turku, Finland.ORCID 0000-0003-3792-8999
Mikko Pänkäälä1Department of Future Technologies, University of Turku, 20500 Turku, Finland.ORCID 0000-0001-6108-9975

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There is an unmet clinical need for a low cost and easy to use wearable devices for continuous cardiovascular health monitoring. A flexible and wearable wristband, based on microelectromechanical sensor (MEMS) elements array was developed to support this need. The performance of the device in cardiovascular monitoring was investigated by (i) comparing the arterial pressure waveform recordings to the gold standard, invasive catheter recording (

Indexed as

Biomedical engineeringDiagnosis

Identifiers

PMID31304385
PMCPMC6550190

What OpenQuestion holds

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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.