NCT04799756

Brief Summary

Taking pulse as a disease diagnosis process has a long history in traditional Chinese medicine (TCM). Ancient physicians used the common attributes of pulse conditions and finger-feeling characteristics as a basis for pulse classification, which " position, rate, shape and tendency " is the principle for pulse differentiation. However, it is not easy to express feelings of hands in a scientific way and not easy for clinical teaching and practice. To develope a new direction of pulse diagnosis in TCM by deep learning and integrative time-frequency domain analysis maybe can be solved the problem.

Trial Health

43
At Risk

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Trial has exceeded expected completion date
Enrollment
100

participants targeted

Target at P50-P75 for all trials

Timeline
Completed

Started Feb 2021

Shorter than P25 for all trials

Geographic Reach
1 country

1 active site

Status
unknown

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

Study Start

First participant enrolled

February 17, 2021

Completed
25 days until next milestone

First Submitted

Initial submission to the registry

March 14, 2021

Completed
2 days until next milestone

First Posted

Study publicly available on registry

March 16, 2021

Completed
2 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

May 5, 2021

Completed
8 months until next milestone

Study Completion

Last participant's last visit for all outcomes

January 5, 2022

Completed
Last Updated

April 30, 2021

Status Verified

April 1, 2021

Enrollment Period

3 months

First QC Date

March 14, 2021

Last Update Submit

April 29, 2021

Conditions

Outcome Measures

Primary Outcomes (1)

  • "Skylark" Pulse Analysis System

    That is, after measuring the pulse waves at different positions and depths of the bilateral radial arteries, by using the pulse diagnostic instrument, to initial signal processing and to get a single pulse. Then Fourier transformation is performed to obtain the magnitude and phase parameters of the 12 harmonics (24 variables in total), and then extract 7 time-domain characteristic parameters of a single pulse. The next step to perform Fourier transformation again using the 6-second pulse waves to obtain high and low frequency spectrum by using above parameters. The feature parameters obtained by the above two analysis methods are simultaneously sent to the deep learning-convolution neuron network (CNN) training.

    6 second

Eligibility Criteria

Age20 Years - 70 Years
Sexall
Age GroupsAdult (18-64), Older Adult (65+)
Sampling MethodNon-Probability Sample
Study Population

"Sub-healthy state" is defined as a condition where there is no illness but unhealthy. It causes abnormal psychological and physiological changes under internal and external environmental stimulation, but it has not yet reached the level of obvious pathological response.

You may qualify if:

  • People who do not have a clear diagnosis of chronic diseases by Western medicine

You may not qualify if:

  • Western medicine confirms the diagnosis of chronic diseases, such as high blood pressure, diabetes, chronic hepatitis, chronic kidney disease, chronic hyperlipidemia, coronary heart disease, etc.
  • There is a clear diagnosis of mental illness by Western medicine
  • Cancer patients

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Center for Traditional Medicine, Taipei Veterans General Hospital

Taipei, 112, Taiwan

RECRUITING

Study Officials

  • Yen-Ying Yen-Ying, MD

    Taipei Veterans General Hospital Center for Traditional Medicine

    STUDY DIRECTOR

Central Study Contacts

Yen-Ying Yen-Ying, MD

CONTACT

Study Design

Study Type
observational
Observational Model
OTHER
Time Perspective
OTHER
Sponsor Type
OTHER GOV
Responsible Party
SPONSOR

Study Record Dates

First Submitted

March 14, 2021

First Posted

March 16, 2021

Study Start

February 17, 2021

Primary Completion

May 5, 2021

Study Completion

January 5, 2022

Last Updated

April 30, 2021

Record last verified: 2021-04

Locations