Evidence map›Paper›PMID 42274923›Full record

ArticleJournal of clinical monitoring and computing2026

A wearable cuffless blood pressure monitoring system: real-time measurement using force sensing and waveform analysis.

Tzu-Hsuan Lu, Yu-Hsuan Fan Chiang, Chuen-Chau Chang

Abstract read
In one paragraph

Article in Journal of clinical monitoring and computing, 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

3 authors.

Tzu-Hsuan LuDepartment of Anesthesiology, Taipei Medical University Hospital, Taipei, Taiwan.
Yu-Hsuan Fan ChiangDepartment of Anesthesiology, Taipei Medical University Hospital, Taipei, Taiwan.
Chuen-Chau ChangDepartment of Anesthesiology, Taipei Medical University Hospital, Taipei, Taiwan. nekota@tmu.edu.tw.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper introduces a wearable, cuffless blood pressure (BP) monitoring system for continuous, real-time measurement in the operating room. Traditional cuff-based BP monitoring is intermittent and unsuitable for surgery, while intra-arterial measurements are invasive. The system uses a finger clip with a force sensor to detect pressure changes caused by arterial pulsations, with a waveform decomposition analysis algorithm estimating systolic and diastolic BP in real time. A clinical validation study involving 46 patients in the operating room demonstrated the system's accuracy, with reference measurements from an intra-arterial catheter. The reference systolic pressure ranged from 83 mmHg to 194 mmHg, and diastolic pressure from 42 mmHg to 105 mmHg. The error between paired measurements was - 1.44 ± 6.64 mmHg for systolic and 3.35 ± 6.91 mmHg for diastolic, with the device's measurements meeting the ISO 81060-2:2018 accuracy specification of 5 ± 8 mmHg. Pearson correlation coefficients were r = 0.90 (p < 0.01) for systolic and r = 0.78 (p < 0.01) for diastolic, indicating significant correlations with intra-arterial catheter measurements. The data analysis also considered the IEEE 1708 standard, ensuring compliance with guidelines for non-invasive BP monitoring. In collaboration with the device developer, the authors designed the clinical calibration protocol and user interface to ensure compatibility with intra-operative monitoring workflows. This study represents the first clinical validation of a tactile force-sensing cuffless system against intra-arterial reference measurements, demonstrating its feasibility for real-time, non-invasive blood pressure monitoring during anesthesia.

Indexed as

Blood PressureBlood Pressure DeterminationBlood Pressure MonitorsMonitoring, IntraoperativeWearable Electronic DevicesAlgorithmsCalibrationDiastoleEquipment DesignFemaleHumansMaleMiddle AgedReproducibility of ResultsSignal Processing, Computer-AssistedSystoleCuffless blood pressure monitoringIntra-operative settingsReal-time measurement

Identifiers

PMID42274923
PMCPMC13562357

What OpenQuestion holds

Textmetadata
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.