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Velocity-time Integral MeasurementMiniTrainedVTINCT06486467

Reliability of Minimally Trained Operator's Velocity-Time Integral Measurement Guided by Artificial Intelligence VTI

A study testing Fluid challenge (cristalloids) OR passive leg raising in people with Velocity-time Integral Measurement and Critically Ill Patients, run by Assistance Publique - Hôpitaux de Paris at 3 sites in France.

Recruiting

Looking for participants now. Contact the study team or a site below to ask about taking part.

Sites and contacts
Official record
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Trial summary

Stroke volume is a major determinant of tissue perfusion and therefore a key parameter to monitor in patients with hemodynamic instability and hypoperfusion. Left Ventricular Outflow Tract (LVOT) Velocity-Time Integral (VTI) measured using pulsed wave Doppler is widely used as an estimation of stroke volume and should… Read more about this study

Who is it for?
Ages 18 years and older
What is being tested?
Fluid challenge (cristalloids) OR passive leg raising
Could I receive a placebo?
No, everyone receives an active treatment
How many people
100 participants
Where
3 sitesFrance
Study dates
14 Nov 2024to 15 May 2026
Phase
Interventional
Are there results?
Not yet: the study is under way

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 18 years and older
  • All sexes
  • No healthy volunteers
  • Adult, Older adult

Who may be able to join

  • All patients aged 18 and more
  • Hospitalized in ICU, in whom fluid administration is considered necessary by the clinician in charge, based on the presence of hypoperfusion criterion:
  • >10% decrease in mean arterial pressure with respect to baseline value
  • Skin mottling, oliguria (<0,5 ml/kg/h)
  • change in the level of consciousness
  • hyperlactatemia
  • decrease in central venous oxygen saturation Affiliation to a French social security system (beneficiary or legal) Participant's or next of kin non-opposition or emergency procedure

Who cannot join

  • Patients with atrial fibrillation, due to the higher variability in LVOT VTI; Patient on Emergency Medical Assistance; Patient under guardianship, curatorship, deprived of liberty.

Trial locations and contacts

3 sites in 1 country. Contact the study team or a site near you to ask about taking part.

Bernard Cholley contact

0156092515

bernard.cholley@aphp.fr

Cléo Bourgeois contact

0156095638

cleo.bourgeois@aphp.fr

France3 sites, 3 recruiting
  • CHU de Limoges

    Limoges, 87042

    Philippe MD Vignon, PHD, 0555058835, philippe.vignon@unilim.fr

    Philippe Vignon, PhD

    Not yet recruiting
  • Hôpital Lariboisière - APHP

    Paris, 75010

    Benjamin MD Chousterman, PhD, 0149958512, benjamin.chousterman@aphp.fr

    Benjamin Chousterman, PhD

    Recruiting
  • Hôpital européen Georges Pompidou - APHP

    Paris, 75015

    Bernard MD Cholley, PhD, 0156092515, bernard.cholley@aphp.fr

    Bernard Cholley, PhD

    Recruiting

Other trials in France

About this study

Official title: Reliability of Minimally Trained Operator's Velocity-Time Integral Measurement Guided by Artificial Intelligence (MiniTrained-VTI)

Stroke volume is a major determinant of tissue perfusion and therefore a key parameter to monitor in patients with hemodynamic instability and hypoperfusion. Left Ventricular Outflow Tract (LVOT) Velocity-Time Integral (VTI) measured using pulsed wave Doppler is widely used as an estimation of stroke volume and should be a competence required for every Intensive Care Unit (ICU) physician. Recently, research in Artificial Intelligence (AI) applied to medical imaging constituted a breakthrough in the acquisition of images. The goal of the present study is to characterize and quantify the reliability and reproducibility of LVOT VTI measurements by comparing the measures obtained by minimally-trained operators and expert physicians, guided by UltraSight AI software.

Read the detailed description

The main goal of Intensive Care Unit (ICU) physicians is to ensure cellular oxygenation by maintaining adequate organ perfusion in their patients. Stroke volume is a major determinant of tissue perfusion and therefore a key parameter to monitor in patients with hemodynamic instability. Left Ventricular Outflow Tract (LVOT) Velocity-Time Integral (VTI) measured using pulsed wave Doppler is widely used as an estimation of stroke volume to assess hemodynamic modifications. This value reflects the stroke distance, which varies proportionately to stroke volume in case of hemodynamic variations resulting from therapeutic interventions (fluid administration, vasoactive drugs…) or disease processes. An increase in stroke volume (or LVOT VTI) is expected in response to fluid administration and attests for its efficacy. A lack of increase indicates that the cardiovascular system is no longer fluid-responsive, and that fluid administration is not improving tissue perfusion and creates congestion. Therefore, measuring aortic VTI should be a competence required for every ICU physician. However, international ICU guidelines on echocardiography do not consider LVOT VTI measurement as a basic skill but rather as a competence of advanced operators. More recently, the European Society of Intensive Care Medicine published expert recommendations on echocardiography, setting the evaluation of LVOT VTI as basic skill but with a weak recommendation, lacking published evidence to support this statement.

The main difficulty in measuring LVOT VTI is obtaining an adequate apical 5-chamber view.

Recently, research in artificial intelligence (AI) applied to medical imaging constituted a breakthrough in the acquisition of images. UltraSight is a company specialized in AI applied to echocardiography. Their software is based on neural network using machine learning to analyse extremely precisely the image obtained by an operator. The software indicates to the operator in real time on-screen how to optimize the image by mobilizing the probe until the desired view is correctly obtained, with the best quality.

The main objective of the present study is to characterize and to quantify the reliability and reproducibility of LVOT VTI measurements by comparing the measures obtained by minimally trained operators and experts, using an ultrasound platform equipped with real-time AI-based guidance (UltraSight). If interchangeability of minimally trained operators and expert measurements can be demonstrated, this will constitute a strong basis to upgrade the measurement of LVOT VTI as a basic competence in critical care ultrasound. The secondary objectives are to assess the concordance of therapeutic decisions made by the ICU clinician in charge of the patient (i.e.: continue or interrupt fluid administration) based on the VTI variation obtained by the minimally-trained operator, and that based on the VTI variation obtained by the expert, the agreement of the absolute value of the measure of LVOT VTI obtained by the minimally trained operators and the experts, the correlation between the measures of the VTI variation (% change following a fluid challenge of 250 mL or a passive leg-raising test) between the minimally-trained operators and those obtained by experts.

Being tested
Fluid challenge (cristalloids) OR passive leg raising
Keywords
Velocity-time integral, Echocardiography, Artificial Intelligence, Minimally-trained operator, Reproducibility, Fluid challenge, Fluid responsiveness

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • Fluid challenge (cristalloids) OR passive leg raisingOther

    Also called Volume expansion

    Patients in whom fluid administration is considered necessary, based on hypoperfusion criteria will be included in the trial.

    One member of group A and one of group B will proceed independently to evaluate LVOT VTI, guided by the UltraSight AI software to obtain the best 5-chamber view. The measure of LVOT VTI will be calculated as the average of three consecutive cardiac cycles.

    The order of acquisition between group A and B will be randomized. Each operator will be blinded to the values obtained by the other.

    After baseline LVOT VTI measurement, a 250 mL fluid challenge of crystalloids or a passive leg raising test (non-pharmacological and reversible fluid challenge of roughly 250 mL), depending on the appreciation of the clinician will be performed. Measurements will be repeated immediately after the fluid challenge by the same operators, still blinded to each other, guided by the UltraSight AI software. The order of the 2nd acquisition will be the same as the 1st acquisition

Study groups in NCT06486467
Study groupRoleWhat they receive
Minimally-trained operatorsOtherGroup A: Minimally trained operators for LVOT VTI measurement will be intensive care residents and medical students having done less than 20 transthoracic echocardiography (TTE). All untrained operators will benefit from a standardized preliminary minimal training to teach them how to obtain apical 5-chamber view and acquire LVOT VTI using pulsed-wave Doppler according to the guidelines of the American Society of Echocardiography.
Receives: Other: Fluid challenge (cristalloids) OR passive leg raising
Expert operatorsOtherGroup B: Experts are ICU attending physicians considered experienced and competent in TTE (either board certified or considered as experts locally). Experts will also be trained in using the same ultrasound platform equipped with the Ultrasight AI software. All operators will be trained on the same ultrasound platform: Philips Lumify® equipped with the Ultrasight AI software to optimize the quality of the 5-chamber views.
Receives: Other: Fluid challenge (cristalloids) OR passive leg raising

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Relative difference expressed in percentage of LVOT VTI measurement evaluated by the minimally trained operators as compared with LVOT VTI measurement by experts.

    To assess the equivalence of measures of LVOT VTI obtained by minimally trained operators as compared with those obtained by the experts, both guided by artificial intelligence.

    Both measures of VTI pre and post-fluid challenge will be considered.

    Measured: Less than 60 minutes

Secondary outcomes (7)
  1. The relative difference expressed in percentage of LVOT VTI measurement, pre-fluid challenge, evaluated by the minimally trained operators as compared with those obtained by experts.

    To assess the equivalence of the individual measures of LVOT VTI, pre-fluid challenge, obtained by the minimally trained operators as compared with those obtained by the experts, both guided by artificial intelligence.

    Measured: Less than 60 minutes

  2. The relative difference expressed in percentage of LVOT VTI measurement, post-fluid challenge, evaluated by the minimally trained operators as compared with those obtained by experts.

    To assess the equivalence of the individual measures of LVOT VTI, post-fluid challenge, obtained by the minimally trained operators as compared with those obtained by the experts, both guided by artificial intelligence.

    Measured: Less than 60 minutes

  3. Difference in the VTI variation [i.e.: % change after a fluid challenge of 250 mL, or a passive leg-raising test] obtained by the minimally-trained operators and that obtained by experts.

    To quantify the reproducibility of LVOT VTI measurements between minimally trained operators and experts.

    Measured: Less than 60 minutes

  4. Correlation of the measure of the VTI variation before and after a fluid challenge of 250 mL or after a passive leg-raising test between the minimally trained operators and the experts.

    Correlation of the measures of the VTI variation before and after a fluid challenge of 250 mL or after a passive leg-raising test between the minimally-trained operators and the experts will be analyzed using the intraclass correlation coefficient and its associated 95% confidence interval. Pearson and Spearmann correlation coefficients will also be calculated.

    Measured: Less than 60 minutes

  5. Difference of the absolute value of the measure of LVOT VTI obtained by the minimally trained operators and the experts.

    Agreement of the absolute value of the measure of LVOT VTI obtained by the minimally trained operators and the experts using the Bland and Altman's method (bias ± limits of agreement).

    Measured: Less than 60 minutes

  6. Concordance in therapeutic decision by the blinded attending physician based on the measure of the VTI variation by the minimally trained operators compared to experts.

    Concordance in therapeutic decision by blinded attending physician (i.e.: continue or interrupt fluid administration) based on the measure of the VTI variation by the minimally trained operators compared to experts will be analyzed using the sensitivity and specificity as well as the negative and positive predictive values and its associated 95% confidence interval. The reference is the decision based on the value obtained by the expert.

    Measured: Less than 60 minutes

  7. Percentage of pairs (minimally-trained/expert) with difference of measurement: o < -14% o [-14%; 14%] o > 14%

    Percentage of pairs minimally trained/expert with difference of measurement will be described with the following thresholds:

    • < -14%
    • [-14%; 14%]
    • > 14%

    Measured: Less than 60 minutes

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted3 Jul 2024
  2. Study start14 Nov 2024
  3. Primary completion15 May 2026 (estimated)
  4. Study completion15 May 2026 (estimated)

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Interventional
Phase
Phase N/A
Primary purpose
Other
Allocation
Randomised
Intervention model
Single group
Masking
Triple blind
Who is masked
Participant, Care provider, Investigator
Enrolment
100 participants (estimated)
IDs, dates and publications
ClinicalTrials.gov ID
NCT06486467
Sponsor's protocol ID
APHP230510
Other IDs
2022-A02820-43
Acronym
MiniTrainedVTI
Status last verified
Apr 2026
First submitted
27 Jun 2024
Last updated
21 Apr 2026
Results posted
No
Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
Individual data sharing
Yes: Individual participant data (IPD) that underlie results in publication could be shared. IPD detailed in the protocol of a planned metaanalysis could be shared

Publications

  • Cecconi M, De Backer D, Antonelli M, Beale R, Bakker J, Hofer C, Jaeschke R, Mebazaa A, Pinsky MR, Teboul JL, Vincent JL, Rhodes A. Consensus on circulatory shock and hemodynamic monitoring. Task force of the European Society of Intensive Care Medicine. Intensive Care Med. 2014 Dec;40(12):1795-815. doi: 10.1007/s00134-014-3525-z. Epub 2014 Nov 13.

    PubMed 25392034
  • Mercado P, Maizel J, Beyls C, Titeca-Beauport D, Joris M, Kontar L, Riviere A, Bonef O, Soupison T, Tribouilloy C, de Cagny B, Slama M. Transthoracic echocardiography: an accurate and precise method for estimating cardiac output in the critically ill patient. Crit Care. 2017 Jun 9;21(1):136. doi: 10.1186/s13054-017-1737-7.

    PubMed 28595621
  • Expert Round Table on Echocardiography in ICU. International consensus statement on training standards for advanced critical care echocardiography. Intensive Care Med. 2014 May;40(5):654-66. doi: 10.1007/s00134-014-3228-5. Epub 2014 Mar 11. No abstract available.

    PubMed 24615559
  • Robba C, Wong A, Poole D, Al Tayar A, Arntfield RT, Chew MS, Corradi F, Doufle G, Goffi A, Lamperti M, Mayo P, Messina A, Mongodi S, Narasimhan M, Puppo C, Sarwal A, Slama M, Taccone FS, Vignon P, Vieillard-Baron A; European Society of Intensive Care Medicine task force for critical care ultrasonography*. Basic ultrasound head-to-toe skills for intensivists in the general and neuro intensive care unit population: consensus and expert recommendations of the European Society of Intensive Care Medicine. Intensive Care Med. 2021 Dec;47(12):1347-1367. doi: 10.1007/s00134-021-06486-z. Epub 2021 Oct 5.

    PubMed 34787687
  • Mor-Avi V, Khandheria B, Klempfner R, Cotella JI, Moreno M, Ignatowski D, Guile B, Hayes HJ, Hipke K, Kaminski A, Spiegelstein D, Avisar N, Kezurer I, Mazursky A, Handel R, Peleg Y, Avraham S, Ludomirsky A, Lang RM. Real-Time Artificial Intelligence-Based Guidance of Echocardiographic Imaging by Novices: Image Quality and Suitability for Diagnostic Interpretation and Quantitative Analysis. Circ Cardiovasc Imaging. 2023 Nov;16(11):e015569. doi: 10.1161/CIRCIMAGING.123.015569. Epub 2023 Nov 13.

    PubMed 37955139
  • Jozwiak M, Mercado P, Teboul JL, Benmalek A, Gimenez J, Depret F, Richard C, Monnet X. What is the lowest change in cardiac output that transthoracic echocardiography can detect? Crit Care. 2019 Apr 11;23(1):116. doi: 10.1186/s13054-019-2413-x.

    PubMed 30971307
  • Levy N, Meslin S, Barthelemy R, Benremily F, Bourgeois C, Bourzeix P, Chousterman B, Djadi-Prat J, Ep A, Kezar A, Laidet C, Lanoy E, Leopold V, Pereira H, Plateker O, Rivoalen AS, de Roquetaillade C, Vignon P, Bruno J, Cholley B. Reliability of minimally trained operator's left ventricular outflow tract velocity-time integral measurement guided by artificial intelligence: protocol for a multicentre randomised controlled trial. BMJ Open. 2025 Oct 21;15(10):e105624. doi: 10.1136/bmjopen-2025-105624.

    PubMed 41125264

Questions about this trial

What is this clinical trial studying?

A study testing Fluid challenge (cristalloids) OR passive leg raising in people with Velocity-time Integral Measurement and Critically Ill Patients, run by Assistance Publique - Hôpitaux de Paris at 3 sites in France.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 7 inclusion and 1 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: looking for participants now, as of the sponsor's last update on 21 Apr 2026. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 3 sites in France. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

This study is still under way. Results are not available in the source record yet.

How can a doctor refer a patient or contact the research team?

Contact Bernard Cholley (0156092515, bernard.cholley@aphp.fr), or a site near the patient. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Relative difference expressed in percentage of LVOT VTI measurement evaluated by the minimally trained operators as compared with LVOT VTI measurement by experts. (time frame: Less than 60 minutes). It is what the study was designed to measure, not a finding.

Where can I read the original study information?

On the ClinicalTrials.gov record for NCT06486467, which also lists 7 linked publications.

Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 21 Apr 2026.

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