Evidence map›Paper›PMID 41970656›Full record

ArticleIEEE open journal of engineering in medicine and biology2026

Gyrosphygmogram-Based Blood Pressure Estimation: A Comparative Study of Pulse Transit Time and CNN-LSTM Methods.

Nadia Yaghoobi, Rakesh Sethi, Elise Huisman, Kam Fung, Edward J Park

Abstract read
In one paragraph

Article in IEEE open journal of engineering in medicine and biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Nadia YaghoobiWearTech Labs and Biomechatronic Systems LabSimon Fraser University Surrey BC V3T0M1 Canada.ORCID https://orcid.org/0000-0003-0765-6283
Rakesh SethiResearch and Technology and Open InnovationAcute Care and Monitoring, Medtronic Boulder CO 80301 USA.
Elise HuismanResearch and Technology and Open InnovationAcute Care and Monitoring, Medtronic Boulder CO 80301 USA.
Kam FungResearch and Technology and Open InnovationAcute Care and Monitoring, Medtronic Boulder CO 80301 USA.ORCID https://orcid.org/0009-0007-6185-2273
Edward J ParkWearTech Labs and Biomechatronic Systems LabSimon Fraser University Surrey BC V3T0M1 Canada.ORCID https://orcid.org/0000-0003-0035-061X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Cuffless blood pressuredeep learninggyrosphygmogrampulse transit timewearable sensors

Identifiers

PMID41970656
PMCPMC13068118

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.