CClinicalTrials.gg
CompletedNCT05329246PMCARDIO-PT1Updated Aug 2, 2022

Validation of PMcardio AI-assisted Clinical Assistant in Primary Care

An interventional study of AI-assisted Clinical Assistant PMcardio in Cardiovascular Diseases, Medical Device and Primary Health Care, sponsored by Powerful Medical. Completed at 56 sites in Slovakia. Open to participants aged 55 Years and older. Per ClinicalTrials.gov, last updated 2022-08-02.

Sponsored by Powerful Medical · Not applicable, Interventional, and Treatment

Phase
Not applicable
Study type
Interventional
Enrollment
836
Allocation
Randomized
Ages
55 Years and older
Sex
All
01

Study summary

This study aimed to analyze and investigate whether the use of the PMcardio clinical assistant leads to a more efficient patient management in primary care and more accessible specialised care compared to usual standards of care and to assess the reliability and safety of the PMcardio smartphone application in the primary care use environment. Additionally, to evaluate time savings and cost saving implications of increased availability of specialised care at the primary care level.

Read the detailed description

It is a multi-centric, physician-driven, patient-blinded randomized controlled trial of patients presenting to the general practitioner with typical cardiovascular symptoms (specifically, chest pain, syncope, palpitations, or shortness of breath) constituting an electrocardiogram examination. Eligible patients will be enrolled at the participating general practitioner clinics and managed either through the PMcardio platform with AI-assisted diagnostics, patient management recommendations or usual standard of care throughout their initial visit. Enrolled participants will be followed-up through health insurance billing codes and there will be no personal follow-up visits required. The aim of the study is to investigate whether the use of the PMcardio clinical assistant leads to a more efficient patient management in primary care and more accessible specialised care compared to usual standards of care and to assess the reliability and safety of the PMcardio smartphone application in the primary care use environment. Additionally, to assess time savings and cost saving implications of increased availability of specialised care at the primary care level.

02

Conditions studied

  • Cardiovascular Diseases
  • Medical Device
  • Primary Health Care
  • Electrocardiogram
  • Dyspnea
  • Chest Pain
  • Syncope
  • Breath Shortness
  • General Practitioner

Keywords

  • Cardiovascular Diseases
  • Medical Device
  • Primary Health Care
  • Diagnostic Tool
  • Artificial Inteligence
  • A.I. Clinical Assistant
  • Powerful Medical
  • PMcardio
  • Electrocardiogram
  • ECG
  • ECG Diagnostic
03

In context

Dyspnea

656 studies on the registry are indexed under Dyspnea; 153 are open to participants now.

This study's enrollment of 836 is above the median of 48 across 430 interventional studies indexed under Dyspnea.

Browse Dyspnea studies →

Lead sponsor

Powerful Medical is the lead sponsor of 2 studies on the registry; none are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
55 Years and older
Sexes eligible
All
Accepts healthy volunteers
No

Inclusion criteria

  • Male or Female aged 55 years or above.
  • Participant is willing and able to give informed consent for participation in the study.
  • Presenting to the GP with ANY of the following cardiovascular symptoms: palpitations, chest pain, syncope, shortness of breath.
  • Patients insured by Dôvera ZP or Union ZP health insurance providers.

Exclusion criteria

Exclusion Criteria:

  • Reason for doing the ECG at the GP clinic is a routine examination or pre-operative assessment.
  • Participant does not present with cardiovascular symptoms: palpitations, chest pain, syncope, shortness of breath.
  • Participant is already included in the study due to a prior GP visit throughout the trial period (e.g., participant comes for a second visit to GP clinic due to cardiovascular symptoms).
  • Patients insured by VšZP health insurance provider
  • Female participants who are pregnant, lactating or planning pregnancy during the study.
  • Any other significant comorbidity, disease, or disorder which, in the opinion of the Investigator, may either put the participants at risk because of participation in the study, or may influence the result of the study, or the participant's ability to participate in the study.
05

Study design

Phase
Not applicable
Primary purpose
Treatment
Allocation
Randomized
Intervention model
Parallel assignment
Masking
None (open label)
Enrollment
836 participants (actual)

Study arms

  • Experimental
    Experimental Intervention Group

    AI-assisted interpretation of the ECG including the predicted ECG diagnoses, disease-specific anamnestic questions, and patient management recommendations for referral to secondary care, including suggestions for procedures and further diagnostic tests

    Device: AI-assisted Clinical Assistant PMcardio

  • No intervention
    Control Group

    The usual standard of care, with NO AI-based diagnosis or treatment recommendation available.

Interventions

  • DeviceAI-assisted Clinical Assistant PMcardio

    PMcardio is an AI-powered clinical assistant in the form of a mobile application empowering non-cardiologist healthcare workers with advanced cardiovascular diagnostic capabilities, recommending patient-specific suggestions for referral and facilitating remote consultations with specialized cardiologists.

06

What researchers measure

Primary outcomes

  1. Time to first cardiovascular-related consultation

    Time from randomization to the first cardiovascular-related consultation or a follow-up visit at specialized physician in patients, where specialized consultation is indicated based on the general practitioner recommendation after using PMcardio application. The measurement will be assessed from the data received from the health insurance provider.

    Time frame: From randomization to enrollment period completion (up to 6 months)

  2. Time to first cardiovascular-related diagnostic testing

    Time from randomization to the first cardiovascular-related further diagnostic testing (laboratory parameters, ECG Holter, echocardiography).The measurement will be assessed from the data received from the health insurance provider

    Time frame: From randomization to to enrollment period completion (up to 6 months)

  3. Time to first cardiovascular-related hospitalization

    Time from randomization to the first hospitalization in patients, where hospitalization is indicated, based on the general practitioner recommendation while using PMcardio application. The measurement will be assessed from the data received from the health insurance provider

    Time frame: From randomization to to enrollment period completion (up to 6 months)

  4. Time to first cardiovascular-related drug prescription

    Time from randomization to the first cardiovascular-related drug prescription in patients, where drug prescription is indicated, based on the general practitioner recommendation while using PMcardio application. The measurement will be assessed from the data received from the health insurance provider

    Time frame: From randomization to to enrollment period completion (up to 6 months)

Secondary outcomes

  1. Cost-effectiveness ratio and effect on cost savings

    Cost-effectiveness ratio and projected effect on cost savings resulting from PMcardio remote specialist consultations measured based on Health Insurance data

    Time frame: 1 year

  2. Reliability and safety of the PMcardio measured by system up-time

    The duration of time that the operating system of the application has been working and available in a reliable operating manner.

    Time frame: From the very first participants randomization to total follow-up time (up to 6 months)

  3. Reliability and safety of the PMcardio measured by system failures

    The Number of failures by PMcardio application that caused the system to end abnormally.

    Time frame: From the very first participants randomization to total follow-up time (up to 6 months)

  4. General practitioner satisfaction assessed by Client Satisfaction Questionnaire (CSQ-8 scale).

    The Client Satisfaction Questionnaire (CSQ-8 scale) measures general satisfaction of participating general practitioners with the functionality of the application at the end of the enrollment period. Possible scores range from 8 to 32, with higher scores indicating higher satisfaction with the application.

    Time frame: From randomization to study completion (up to 1 year)

07

Study locations

56 sites
  • MUZMED s.r.o.
    Bardejov, Slovakia
  • MAR-BID s.r.o.
    Bidovce, Slovakia
  • SIMAMED, s.r.o.
    Borský Mikuláš, Slovakia
  • SollarMED, s.r.o.
    Bratislava, Slovakia
  • NÁGEL, s.r.o.
    Búč, Slovakia
  • MEDIFARMA s.r.o.
    Dolný Kubín, Slovakia
  • Promedicum, s.r.o.
    Hanušovce nad Topľou, Slovakia
  • GP Humenné, s.r.o.
    Humenné, Slovakia
  • LPSo spol. s r.o.
    Humenné, Slovakia
  • MED - AID s.r.o.
    Humenné, Slovakia
  • MUDr. Peter Križalkovič
    Hurbanovo, Slovakia
  • MUDr. Ildikó Papáčková
    Kolárovo, Slovakia
  • BELLIS-med s.r.o.
    Komárno, Slovakia
  • MEDIKONTAKT, s.r.o.
    Komárno, Slovakia
  • IRS - Medicínska činnosť s.r.o.
    Košice, Slovakia
  • MUCOMED s.r.o.
    Košice, Slovakia
  • MUDr. Ján Telepovský
    Košice, Slovakia
  • SANABITUR, s.r.o.
    Križovany nad Dudváhom, Slovakia
  • Anahata s.r.o.
    Lenartovce, Slovakia
  • FONTHIS, s.r.o.
    Levice, Slovakia
  • MUDr. Mária Schmidtová, s.r.o.
    Martin, Slovakia
  • Vaša ambulancia, s. r. o.
    Martin, Slovakia
  • MUDr. Ondrej Gajdoš
    Medzev, Slovakia
  • Medic I+H s.r.o.
    Medzilaborce, Slovakia
  • JANMED, s.r.o.
    Michalovce, Slovakia
  • Cardio Clinic s.r.o.
    Moldava nad Bodvou, Slovakia
  • G.Praktik s.r.o.
    Moldava nad Bodvou, Slovakia
  • HODOSI-MED s.r.o
    Moldava nad Bodvou, Slovakia
  • Tamice,s.r.o.
    Moldava nad Bodvou, Slovakia
  • TOMICI s.r.o.
    Nesvady, Slovakia
  • Timimed s. r. o.
    Nitra, Slovakia
  • VERKIAD s.r.o.
    Nitra, Slovakia
  • VALETUDO s.r.o.
    Nitrianske Hrnčiarovce, Slovakia
  • RODMED s.r.o.
    Nové Zámky, Slovakia
  • LEK - NO, s.r.o.
    Námestovo, Slovakia
  • Duo medical s.r.o.
    Pezinok, Slovakia
  • PALMED, s.r.o.
    Podolínec, Slovakia
  • MEDIPRAX s.r.o
    Poprad, Slovakia
  • PULSE medicine, s.r.o
    Poprad, Slovakia
  • GP - PRAKTIK, s.r.o.
    Prešov, Slovakia
  • KNG s.r.o.
    Prešov, Slovakia
  • MDPRAK, s.r.o.
    Prešov, Slovakia
  • RM - MEDICAL s.r.o.
    Prievidza, Slovakia
  • CorMedicus s.r.o.
    Ruskov, Slovakia
  • Jklinik s.r.o
    Ružomberok, Slovakia
  • PT Care s.r.o.
    Spišský Hrušov, Slovakia
  • MUDr. Boris Piteľ
    Stakčín, Slovakia
  • MEDICATEK s.r.o.
    Starý Tekov, Slovakia
  • VINOVA Group s.r.o.
    Strekov, Slovakia
  • GPII Medical s.r.o.
    Tekovské Lužany, Slovakia
  • MUDr. Peter MARKO, s.r.o.
    Veľká Lomnica, Slovakia
  • Resutík s.r.o.
    Veľký Krtíš, Slovakia
  • MUDr. Viera Čuchranová
    Vinné, Slovakia
  • JOMED, spol. s r.o.
    Vranov nad Topľou, Slovakia
  • AVK MEDIC, s.r.o.
    Štúrovo, Slovakia
  • MUDr. Orság Juraj, s.r.o.
    Želiezovce, Slovakia
08

References and documents

Individual participant data

Plan to share: No

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Aug 2, 2022, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT05329246
Lead sponsor
Powerful Medical
Responsible party
Sponsor
First posted
Apr 14, 2022
Start date
Nov 22, 2021
Primary completion
Jun 30, 2022
Completion
Jun 30, 2022
Last update
Aug 2, 2022

Study contacts

Robert Hatala, PhD
principal investigator · Chief Scientist and Founder

Oversight

Data monitoring committee
Yes
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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This study is completed, as verified in Jul 2022. You cannot join it, but the record below documents what was studied.

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