Evidence map›Paper›PMID 41716935›Full record

ArticleEuropean heart journal. Digital health2026

Feasibility and performance evaluation of PPG on a Galaxy Watch in continuous central blood pressure monitoring.

Ki Hong Choi, Chang Soon Park, Danbee Kang, Ji Hyun Cha, Jihoon Kim, Boram Lee, Eunjin Kim, Seorim Kim, Dae-Geun Jang, Eunkyu Oh and 3 more

Abstract read
In one paragraph

Article in European heart journal. Digital health, 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

13 authors.

Ki Hong ChoiDivision of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea.ORCID https://orcid.org/0000-0001-7511-9581
Chang Soon ParkMobile eXperience Businiess, Samsung Electronics, Suwon, Republic of Korea.
Danbee KangDepartment of Clinical Research Design and Evaluation, SAIHST, Sungkyunkwan University, 81 Irwon-ro, Seoul 06351, Republic of Korea.ORCID https://orcid.org/0000-0003-0244-7714
Ji Hyun ChaDivision of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea.
Jihoon KimDivision of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea.
Boram LeeDivision of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea.
Eunjin KimDivision of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea.
Seorim KimDivision of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea.
Dae-Geun JangMobile eXperience Businiess, Samsung Electronics, Suwon, Republic of Korea.
Eunkyu OhMobile eXperience Businiess, Samsung Electronics, Suwon, Republic of Korea.
Sung-Hwan ChoMobile eXperience Businiess, Samsung Electronics, Suwon, Republic of Korea.
Jongmin ChoiMobile eXperience Businiess, Samsung Electronics, Suwon, Republic of Korea.
Jeong Hoon YangDivision of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea.ORCID https://orcid.org/0000-0001-8138-1367

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims: Wearable, cuffless blood pressure (BP) monitoring systems using photoplethysmography (PPG) offer promising alternatives to traditional methods for out-of-office BP but lack rigorous validation against invasive continuous central BP measurement. This study aimed to develop and evaluate a smartwatch-based algorithm for detecting changes in mean arterial pressure (MAP) using PPG signals from the Samsung Galaxy Watch, with invasive central BP as the reference standard. Methods and results: A novel algorithm was developed and calibrated using 6117 measurements from 440 participants. External evaluation was performed prospectively in 114 participants undergoing left and/or right heart catheterization, where central aortic BP was recorded at 1-min intervals using pigtail catheters. Simultaneous non-invasive PPG signals were collected from Galaxy Watch 6. The primary endpoint was the detection of a ≥15% increase in MAP from baseline, with receiver operating characteristic analysis performed to evaluate diagnostic accuracy. After calibration, the smartwatch-estimated MAP changes demonstrated strong correlation with invasive measurements ( Conclusion: This study demonstrates the preliminary feasibility and accuracy of a PPG-based smartwatch algorithm for detecting meaningful BP changes in real time without the need for frequent calibration. Since our protocol did not meet the relevant validation requirements, further studies are needed to substantiate its potential clinical applicability.

Indexed as

Central blood pressureGalaxy WatchMean arterial pressureNon-invasivePhotoplethysmography

Identifiers

PMID41716935
PMCPMC12912915

What OpenQuestion holds

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Registered trials

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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.