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DevelopmentandApplication of a Single Feature Recognition Model for Heart Failure Based onArtificial Intelligence Optimization Algorithms

DevelopmentandApplication of a Single Feature Recognition Model for Heart Failure Based onArtificial Intelligence Optimization Algorithms

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600127405
Enrollment
Unknown
Registered
2026-06-30
Start date
2026-07-01
Completion date
Unknown
Last updated
2026-07-13

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

heart failure

Interventions

Observation group:None

Sponsors

The second affiliated hospital of Zhejiang University school of medicine
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Age >= 18 years old; 2.Body Mass Index less than 35 kg/m^2; 3.A clear diagnosis of heart failure was made: based on the "2024 Chinese Guidelines for the Diagnosis and Treatment of Heart Failure", the "2021 ESC Guidelines for the Diagnosis and Treatment of Acute and Chronic Heart Failure", and the "2022 AHA/ACC/HFSA Guidelines for the Management of Heart Failure"; 4.NYHA classification levels II to IV; 5.Be able to fully understand the purpose and process of the experiment and voluntarily sign the informed consent form;

Exclusion criteria

Exclusion criteria: 1.There is a physical disability that hinders the conduct of safe and thorough testing; 2.There are open wounds on the skin on the chest or the skin is allergic to the patches; 3.There are a large amount of pericardial effusion, pericardial tamponade, pleural friction rub, pneumothorax, and a large amount of pleural effusion, etc., which may affect data collection; 4.The patient has severe comorbidities or an unstable condition, which may interfere with the data collection during the study period; 5.The researchers believe that there are other circumstances that make the subjects unsuitable for participating in this trial, such as those that might increase the risk of the trial, affect the subjects' compliance with the protocol, or cause physical or psychological conditions that prevent the subjects from completing the trial.

Design outcomes

Primary

MeasureTime frame
Heart sounds;

Countries

China

Contacts

Public ContactXiaojie Xie

The second affiliated hospital of Zhejiang University school of medicine

xiaojiexie@hotmail.com+86 571 87784700

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Jul 23, 2026