Evidence map›Paper›PMID 41908621›Full record

ArticleEuropean heart journal. Imaging methods and practice2026

Diagnostic accuracy and cost-effectiveness of a handheld ultrasound device for cardiac evaluation in noncardiology settings.

Stella-Lida Papadopoulou, Foteini Malakoudi, Christina Tsantekidou, Anastasios Papanastasiou, Dimitrios Dionysopoulos, Nikolas Moustakidis, Theofilos Moustakidis, Panagiotis Stafylas, Ioannis Styliadis, Petros Nihoyannopoulos and 2 more

Abstract read
In one paragraph

Article in European heart journal. Imaging methods and practice, 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

12 authors.

Stella-Lida PapadopoulouDepartment of Cardiology, Papageorgiou General Hospital, Ring Road, Nea Efkarpia, Thessaloniki 56403, Greece.ORCID https://orcid.org/0000-0002-6577-0407
Foteini MalakoudiDepartment of Cardiology, Papageorgiou General Hospital, Ring Road, Nea Efkarpia, Thessaloniki 56403, Greece.
Christina TsantekidouDepartment of Cardiology, Papageorgiou General Hospital, Ring Road, Nea Efkarpia, Thessaloniki 56403, Greece.
Anastasios PapanastasiouDepartment of Cardiology, Papageorgiou General Hospital, Ring Road, Nea Efkarpia, Thessaloniki 56403, Greece.
Dimitrios DionysopoulosDepartment of Medical Oncology, School of Health Sciences, Faculty of Medicine, Papageorgiou Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Nikolas MoustakidisDepartment of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Theofilos MoustakidisEchonous Inc., 8310 154th Ave NE, Redmond, WA 98052, USA.
Panagiotis StafylasHealThink, 47 St.Kazantzidi str., PO Box 8121, Thessaloniki, Greece.
Ioannis StyliadisDepartment of Cardiology, Papageorgiou General Hospital, Ring Road, Nea Efkarpia, Thessaloniki 56403, Greece.ORCID https://orcid.org/0000-0003-4921-3843
Petros NihoyannopoulosNHLI Hammersmith Hospital, Imperial College London, Du Cane Road, London W12 0NN, UK.
Areti TriantafyllouFirst Propaedeutic Department of Internal Medicine, School of Health Sciences, Faculty of Medicine, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Vasileios SachpekidisDepartment of Cardiology, Papageorgiou General Hospital, Ring Road, Nea Efkarpia, Thessaloniki 56403, Greece.ORCID https://orcid.org/0000-0001-9136-9257

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims: Inpatients frequently require echo evaluation during consultation rounds in noncardiology departments; however, routine standard echocardiography (SE) requires transport to echo lab. We evaluated the diagnostic accuracy and cost-effectiveness of a handheld ultrasound device (HUD) for cardiac evaluation during consultation sessions in noncardiology settings. Methods and results: The study comprised 139 patients (mean age 68 ± 17 years, 52% male) referred for SE after cardiology consultation in noncardiology departments. Before transport to echo lab, all patients were scanned with the HUD by the consulting cardiologist, and it was noted whether the clinical question was answered. The following parameters were assessed: left ventricular (LV) and right ventricular (RV) size and function, significant valvular heart disease (VHD), pericardial effusion, and inferior vena cava (IVC) size and collapse. A cost-minimization analysis was conducted to compare the cost of SE referral vs. HUD-first strategy from the hospital's perspective. In 118 (85%) patients, it was possible to successfully answer the clinical question using the HUD. There was excellent agreement for the detection of abnormal LV size and function ( Conclusion: This study demonstrates that HUDs could be used by experts as a cost-saving, first-line approach for cardiac evaluation in noncardiology inpatient settings, with high diagnostic accuracy. These findings support the selective adoption of a HUD-first strategy in consultative cardiology practice, when examinations are performed by trained cardiologists and integrated within a structured diagnostic pathway. Clinical problem: Many patients who are hospitalized for conditions unrelated to heart disease still require evaluation by a heart specialist. Traditionally, this process involves performing a comprehensive heart ultrasound test. However, these tests often take significant time, require moving patients to different areas within the hospital, increase length of stay, and can be expensive. As a result, healthcare providers are actively seeking quicker and simpler methods to assess heart health directly at the bedside. Study Overview: This study explored an alternative approach utilizing a compact, handheld ultrasound device with advanced capabilities. With this technology, a heart specialist can conduct an ultrasound examination immediately during a patient consultation, right at the bedside. The research compared the effectiveness of this rapid bedside exam with the standard, comprehensive heart ultrasound, focusing on how well each approach could address the most critical clinical questions. Key Findings: The results showed that the handheld ultrasound exam provided doctors with the necessary information in most cases. Specifically, it was highly accurate in evaluating heart pumping function, detecting fluid around the heart, and volume status. For numerous heart conditions, the findings from the handheld device closely matched those from the full cardiac ultrasound test. Introducing this device as the initial step in evaluation also led to a reduction in the number of comprehensive ultrasound tests required, resulting in significant cost savings and more efficient patient care, since the clinical question could be answered at the bedside. Conclusion: Overall, the study demonstrates that modern handheld ultrasound devices with advanced features can enable healthcare professionals to assess hospitalized patients more rapidly and effectively. This approach has the potential to enhance patient comfort, decrease waiting times, and lower healthcare costs, all while providing doctors with reliable information to support clinical decision making.

Indexed as

consultative cardiologyechocardiographyhandheld ultrasound devicespoint of care

Identifiers

PMID41908621
PMCPMC13020536

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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.