AI listens for heart failure warning signs in your voice and cough
NCT ID NCT06555757
First seen Jun 26, 2026 · Last updated Jun 27, 2026 · Updated 1 time
Summary
This study is testing whether artificial intelligence can spot early signs of worsening heart failure by analyzing changes in a patient's voice, cough, and breathing sounds. Researchers will enroll 250 adults with chronic heart failure to record sounds and compare them with standard tests. The goal is to create a non-invasive early warning tool that could help patients avoid emergency hospital visits.
What this could mean
Our plain-language read of the trial. This is informational only, not medical advice or a prediction.
- Active substance
- AI sound analysis algorithm
- What this could lead to
- If successful, this could provide an early warning system for heart failure patients, allowing quicker treatment and fewer emergency hospital stays.
- What could go wrong
- This is an early-stage study with only 250 participants, so the AI may not work as well in real-world settings. The technology is still being developed and needs further validation.
This is an AI summary of the original study and may miss details. Read our disclaimer.
Study facts
What this study's own registry entry says, in plain language.
- Participants
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About 250 people
The number the study aims to enrol. It can still change while the study runs.
- Started
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Sep 2024
- Expected to finish
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Aug 2027
An estimate. End dates often move.
- Lead sponsor
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Other sponsor
The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.
Who can take part
This study's own entry requirements. Only the study team can say for certain whether you qualify.
Who is studied
Patients diagnosed with chronic stable heart failure NYHA Class 3 or 4.
- Ages
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18 years and older
- Sex
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Anyone
- Healthy volunteers
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Not accepted
This study is not open to healthy volunteers. The entry requirements below say who it is open to.
Show the full entry requirements Hide the full entry requirements
Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.
Inclusion Criteria: * Male or Female, aged 18 years or above. * Diagnosed with chronic stable heart failure NYHA Class 3 or 4 (either during most recent cardiology/heart failure clinic visit, or ADHF during recent/current hospitalization). * Participant is willing and able to give informed consent for participation in the study. * Participant has a smartphone device and can download a purposely designed mobile application on their phone (with guidance from the study investigators) or is willing to have sound recordings via a smartphone device loaned for the purpose of the study. Exclusion Criteria: * Unable to provide consent * Patients requiring continuous oxygen therapy at flow rates that cannot be provided through nasal cannula * Patients with currently known pneumonia * Patients with known significant pulmonary disease including asthma, COPD, pulmonary fibrosis/interstitial lung disease, pulmonary hemorrhage. * Patients with current Pulmonary embolus * Patients with other intercurrent acute symptomatic illness (e.g., viral/bacterial infection) at time of recording * Patients requiring continuous oxygen therapy at flow rates that cannot be provided through nasal cannula * Patients with tracheostomy or who have undergone a surgical procedure to the head/neck/larynx which would affect the normal functioning of the vocal cords. * Aphasic * Patients excluded at PI discretion
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Conditions
The condition(s) this trial relates to.
As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
How to take part
Only the study team decides who joins. These are the ways to reach them.
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The places running it
1 site. The list below names each one and where it is.
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The official record
ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.
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A doctor treating you
A doctor who knows your case can contact a study site on your behalf, and can tell you whether this study is worth pursuing at all.
Contacts and locations
Locations
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Cambridge University Hospitals NHS Foundation Trust
RECRUITINGCambridge, Cambridgeshire, CB2 0QQ, United Kingdom
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