Development of a flail evaluation application based on deep learning

Development of a flail evaluation application based on deep learning - Development of a flail evaluation application based on deep learning

Status

Recruiting

Phases

Unknown

Study type

Observational

Source

JPRN

Registry ID

JPRN-UMIN000043390

Enrollment

1400

Registered

2021-02-19

Start date

2020-11-27

Completion date

Unknown

Last updated

2026-06-29

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

Conditions

Chronic Heart Failure

Interventions

None listed

Eligibility

Sex/Gender

All

Inclusion criteria

Inclusion criteria: 1) Flail group Patients who have given written consent for the recording of walking videos at Hokkaido University Hospital and other collaborating facilities in the previously approved clinical research project "Epidemiological Multicenter Study for Tailored Treatment in Heart Failure". 2)Healthy group Patients must have no history of heart failure, be 18 years of age or older at the time of consent, and have a score of 1 or 2 on the Clinical Frailty Scale. The recruitment of the healthy group will be done by posting posters in the hospital. 3) Heart failure group 1. Patients 18 years of age or older 2. Those diagnosed with symptomatic heart failure 3. Those who have given consent for the prognostic survey*1 4. Subjects who have received a thorough explanation of their participation in this study, and who have given their consent in writing of their own free will based on a thorough understanding of the subject.

Exclusion criteria

Exclusion criteria: (1) Frail group 1) Those who are judged by the principal investigator to be inappropriate as research subjects (2) Healthy group 1) Those who are under 20 years of age at the time of obtaining consent 2) Those who are judged by the principal investigator to be inappropriate as research subjects. 3) Those with a score of 3 or more on the Clinical Frailty Scale 3) Heart failure group 1 Persons under 18 years old at the time of obtaining consent 2 Those who refuse to participate in the prognostic survey 3 Those deemed inappropriate as research subjects by the principal investigator

Design outcomes

Primary

Measure	Time frame
Comparison of flail estimated by deep learning with existing indicators.	—

Countries

Japan

Contacts

Public ContactYoshifumi Mizuguchi

Faculty of Medicine and Graduate School of Medicine, Hokkaido University Department of Cardiovascular Medicine

mizu-tay@med.hokudai.ac.jp011-706-6973

Outcome results