Machine Learning for Identification of Future Disease Development: A Nationwide Cohort Study (MILESTONE)

Yonsei University

Status: Unknown

Conditions: Metabolic Disease; Cardiovascular Disease

Study type: Observational

Funder types: Other

Identifiers

NCT02931500

4-2016-0383

Details and patient eligibility

About

To develop machine learning algorithms for the identification of future development of cardiovascular and metabolic disease

Full description

The MILESTONE trial is retrospective and data review study with health checkup data from the National Health Insurance Services(NHIS) in Korea. The data will be included general health examination for individuals , type of health insurance, medical bill details, medical histories, treatment and prescriptions about 514,795 individuals who were over 40 years old.

Enrollment: 510,000 estimated patients

Sex: All

Ages: 18+ years old

Volunteers: No Healthy Volunteers

Inclusion criteria

• The Subject who is got health checkup between 2002 and 2013, and had been recorded the health checkup result to the National Health Insurance Service(NHIS) in South Korea.

Exclusion criteria

• Persons whose disease development is not identified from the records due to emigration or disappearance